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رحلة الألف ميل تبدأ بخطوة... إختيارك للجامعة الأمريكية في بغداد هو البداية الحقيقية التي لطالما حلمت بها كي ترسم ملامح مستقبلك بنفسك. اختيارٌ يجعل من أحلامك حقيقةً ويُجسّد طموحاتك بتعليمٍ عالمي وشراكاتٍ مميزة مع أفضل الجامعات حول العالم. في جامعتنا، ستجد بيئةً مثالية تحتضن التقدّم والتميّز، من المرافق المتطورة...

1,594,111 просмотров • 1 год назад •via X (Twitter)

Комментарии: 10

Фото профиля ريتاج المالكي
ريتاج المالكي1 год назад

الشـ..هادة استحقاق من فهم الدنيا و عمل بالفهم .. استحقاق من ادرك وجود الله و سعى لنيل رضاه .. صور لكوكبة من شهداء المقاومة الإسلامية حزب الله. #ليلة_الشهداء #شهداء_على_طريق_القدس

Фото профиля أسيل
أسيل1 год назад

نشطاء ينظمون مظ. اهرة حاشدة في نيويورك تنديدا بحـ….رب الإبا. دة المستمرة على غز. ة في اليوم العالمي للتضامن مع الشعب الفلسـ…..طيني.

Фото профиля Ahmed
Ahmed1 год назад

الأمريكان في بلادي لتخريب العقول وتمهيد كل شيء لخدمتهم وخدمة الصهاينة وجودكم خطر واكذوبة

Фото профиля سهد
سهد1 год назад

يَا بْنَ الْعُلُومِ الْكَامِلَةِ، يَا بْنَ السُّنَنِ الْمَشْهُورَةِ، يَا بْنَ الْمَعَالِمِ الْمَأْثُورَةِ، يَا بْنَ الْمُعْجِزَاتِ الْمَوْجُودَةِ، يَا بْنَ الدَّلائِلِ الْمَشْهُودَةِ.. #جمعة_مباركة_عليكم

Фото профиля Brave
Brave1 год назад

قصر صدام.

Фото профиля F Uad
F Uad1 год назад

انتبهوا ياشعبنا شعب العراق العظيم ، الجامعة الأمريكيه يبني شباب غافل ويمدهم بالدولارات بحجة تحسين امورهم ،، وبعد ذالك يجندهم عملاء لصالح لأمريكا واسرائيل،،

Фото профиля Mahdi Alb
Mahdi Alb1 год назад

سلام عليكم ممكن تقديم ماجستير ادارة الاعمال في الجامعة الاميركية

Фото профиля Sargon Albazi
Sargon Albazi1 год назад

هي تام لين حنا بحجم لثقف

Фото профиля آكادي
آكادي1 год назад

ما هي الالية او المطلوب من التسجيل الاولي في الجامعة بالنسبة لخريجي طلبة السادس

Фото профиля 𝐀𝐥𝐢 𝐀𝐥 𝐊𝐡𝐚𝐳𝐚𝐥𝐢 '𝟑
𝐀𝐥𝐢 𝐀𝐥 𝐊𝐡𝐚𝐳𝐚𝐥𝐢 '𝟑1 год назад

أيضاً من المنجزات العلمية التي يجب إضافتها للمناهج عن" أمريكا " و تاريخها الإسعماري و التسلطي في العالم هو ( الإبادة الجماعية ) للمجتمعات و الشعوب و يكون تارة بالسلاح أو بأموال الضرائب أو بالمشاركة و التدريب و المشورة و غيرها....،،، #GazaGenocide #GazaHolocaust

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Yesterday, I was deeply honored to deliver the opening invocation at the graduation ceremony of the university where I serve. It was more than a speech — it was a prayer, a moment to pause and honor the sacred journey each soul has taken to arrive at this milestone. As I share the video and full text below, I do so with a heart full of prayers and love for all our dear brothers and sisters graduating this season — wherever you are. May your path ahead be filled with light, meaning, and gentle guidance. May Allah bless your journey ahead. Congratulations, Class of 2025. *** Full Text of My Commencement Invocation Dear Class of 2025, beloved families, devoted faculty, and cherished friends — May peace and blessings be upon you all. My name is Osman Simsek, and I serve as the Director of Muslim Life at Trinity College. It is both a profound privilege and a deeply humbling honor to offer today’s invocation as we mark this extraordinary milestone together. Long before we opened our eyes to this world, we were souls — breathed into existence by the Divine. From the unseen world, we were carried gently into this life through our mothers, entering this Earth not as owners, but as guests on a sacred journey. Each of us carries within a memory of that origin — a longing for the eternal, even as we walk the temporary course of this world. Your time at Trinity has been more than a chapter in your academic life. It has been a station on your soul’s journey — a place where you grew not only in knowledge, but in wisdom, patience, and awareness of who you are becoming. And now, as you prepare to step into the next chapter, degrees in hand and dreams in heart, I celebrate you — not only for what you’ve achieved, but for the resilience, compassion, and light you carry forward. Along the way, we come to realize something beautiful: that being human means welcoming all that life brings. We are not just travelers — we are hosts to every feeling, every thought, every joy, every sorrow. In this spirit, I share with you the words of a beloved 13th-century poet and spiritual teacher, Jalaluddin Rumi — who reminds us of the sacredness of being fully human: "The Guest House" This being human is a guest house. Every morning, a new arrival. A joy, a depression, a meanness — some momentary awareness comes as an unexpected visitor. Welcome and entertain them all! Even if they’re a crowd of sorrows who violently sweep your house empty of its furniture, still, treat each guest honorably. They may be clearing you out for some new delight. The dark thought, the shame, the malice — meet them at the door laughing, and invite them in. Be grateful for whoever comes, because each has been sent as a guide from beyond. May our hearts be just like that house — open, hospitable, and tender. Hearts that do not break when sorrow enters, and do not cling when joy arrives. Hearts that hold space for everyone — because in the house of love, there must always be a chair for every soul. May we seek purpose beyond ambition, and meaning beyond achievement. May our lives be guided by justice in our decisions, humility in our leadership, and mercy in our relationships. May we become builders of peace, companions to the lonely, and protectors of dignity — in our communities and in the world. And as we walk forward into the unknown, may our journey be blessed — with wisdom to see clearly, with fortitude to act kindly, and with hope that never fades. Amen. Thank you!

Osman Şimşek

49,091 просмотров • 1 год назад

The Tradingview Source Code Hack: How Claude Code Actually Makes You Profitable building a trading bot in 2026 is less about being a genius coder and more about having the guts to stop letting your emotions drive your portfolio into a ditch. i spent years thinking that code was some secret language for the elite while i was busy getting liquidated on trades that should have been easy wins. the truth is that the simplest piece of automation can be the difference between a blown account and a system that actually grows while you sleep most traders are stuck in a loop of staring at charts until their eyes bleed and then making a panic decision at the worst possible moment. i used to be that guy who spent hundreds of thousands of dollars on developers because i thought i was too far behind to learn it myself. the moment i realized that code is the great equalizer was the moment i stopped being a victim of market makers who can see every single move i make the hardest part of trading is the transition from manual clicking to full automation and that is where most people quit because they think it is an all or nothing game. you do not need a bot that does everything on day one but you do need a way to stop yourself from over trading and hitting the market button like a slot machine. imagine if you could just tell a script to enter a position for you slowly over time so you never have to worry about catching a falling knife ever again the secret weapon in this 2026 landscape is something i call the easy bot which is basically a remote control for your trading discipline. most people use too much leverage and never take profits because their brain tells them it will go higher right before the dump hits. by using a chunking entry system you can tell your bot to buy a position piece by piece which averages your entry and keeps your heart rate low most traders do not realize that exchanges and market makers can see your stop loss sitting right there on the order book like a giant target. if you are tired of getting stopped out only to see the price immediately reverse in your direction then you need to understand the power of a ghost stop loss. a ghost stop loss lives in your code and not on the exchange so the market makers have no idea where your pain point is until the bot actually sends the close order this invisible protection is a game changer for anyone trading on high volatility chains like solana or hyperliquid where the wick hunting is relentless. i learned this the hard way after watching my manual trades get hunted over and over while my automated systems stayed perfectly safe in the shadows. once you have a bot monitoring your positions for you the stress of a potential liquidation basically vanishes because the machine does not hesitate when it is time to exit the real fun begins when you start thinking like a market maker instead of a gambler who is just hoping for a moon shot. instead of guessing where the top is you can set up a simple logic loop that says buy under this price and sell over that price all day long. this allows you to capture the sideways chop that normally drains a manual trader through fees and bad entries while you are out at the beach or focusing on your business breakout trading is another area where manual traders lose their edge because they are either too slow to react or they enter way too late on a fake out. a simple script can sit there and monitor price action 24/7 with more patience than any human being could ever dream of having. when the breakout actually happens the bot triggers the entry in milliseconds while you are still trying to unlock your phone and open the exchange app i started learning to code live on youtube because i wanted to prove that anyone can do this if they are willing to iterate to success. it is not about getting it perfect on the first try but about building the foundation with functions that get the position and check the token price. every single bot i run today is just a combination of these basic building blocks that i have refined over the last five years of building in public if you are still trading by hand you are essentially bringing a knife to a gunfight in a market that is increasingly dominated by ai and high frequency systems. my goal with the road map and the open source code is to give you the same tools the big players have without you having to spend a fortune on devs. code allows you to backtest your ideas against historical data so you can see if your strategy actually works before you risk a single dollar of your hard earned capital the journey from a hand trader to a pseudo automated trader is the most important step you will ever take for your financial freedom. as you start to automate your entries and exits you will notice that your life gets better because the machine handles the boredom and the stress. eventually you will find that you are no longer chasing the market but instead you are letting your systems do the work 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Moon Dev

38,657 просмотров • 7 месяцев назад

Why Opus 4.6 Is The Final Boss Of Algorithmic Trading (Full Bot Build) the day of the human trader is officially over and most people are still staring at charts like it is 1995. wall street is terrified because the barrier to entry just got deleted by a piece of software that can outthink a stanford graduate in seconds. they want you to believe that you need a multi million dollar education to compete with the big banks. they want you to stay stuck in the cycle of emotional trading and leverage because that is how they pay for their hamptons houses. but there is a specific reason why every retail trader is about to become obsolete unless they pivot right now. i am going to show you exactly why your current strategy is a mathematical death trap and how a single jump in technology just changed the game forever every time you sit down at your computer to draw lines on a chart you are entering a gunfight with a toothpick. the institutions have been using high frequency algorithms for decades while you are trying to guess which way the candle is going to move based on a feeling in your gut. it is not a fair fight and it was never intended to be. last year we were looking at models that could barely handle basic logic but now the intelligence has scaled to a point where the machines are finding edges we did not even know existed. there is a ghost in the machine that is pulling out strategies with sharp ratios so high they look like typos. if you do not understand how to harness this power you are essentially donating your capital to the people who already have too much of it i spent hundreds of thousands of dollars on developers because i was too scared to learn how to code myself. i thought that being the idea guy was enough and that i could just hire people from upwork to build my dreams. i got rinsed for years paying for apps and bots that did not work because i did not have my hands on the wheel. it took losing a massive amount of money through liquidations and 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real research happens when you dive into white papers and study what the quants are actually doing on wall street. you look for market inefficiencies like liquidation clusters and cross exchange discrepancies that are hidden in plain sight. by the time you finish this process you should have a list of ideas that are grounded in reality instead of wishful thinking backtesting is the filter that saves you from losing your life savings on a bad hunch. most people use tools that repaint or give them false confidence because the data is not being handled correctly. if you are using a basic charting platform to see if your strategy works you are likely seeing a version of history that does not exist. you need to use raw python libraries like backtesting py to see the cold hard truth of how your logic would have performed. when you see a drawdown of thirty percent on paper you realize that using ten times leverage would have deleted your account five times over. the math does not lie and it is the only thing that can protect you from your own greed the most dangerous drug in the world is leverage because it makes you feel like a genius right before it makes you a pauper. i have watched two billion dollars get liquidated in a single day because people thought they could predict the bottom with fifty times leverage. the exchanges can see exactly where your liquidation price is and they have every incentive to push the price there to hunt your liquidity. you are playing in a casino where the house can see your cards and they are actively trying to take them from you. the only way to win is to stop playing their game and start using limit orders to save on the fees that are slowly bleeding you dry it is funny how much money people will spend on food and entertainment but they will hesitate to invest in their own education. they will spend a thousand dollars on a weekend out but will not put that same money into learning a skill that could provide for them for the rest of their lives. money is just a tool of exchange and it always replenishes if you are providing value to the world. if you spend your capital on knowledge you are buying back your time and your freedom. i decided to live my life on youtube and build in public because i wanted to show people that a regular guy could do this. now i have fully automated systems trading for me while i sleep and i never have to worry about getting licked by a sudden market move again chasing the greats like jim simons is not about the money it is about the mastery of the system. he ran up a net worth of over thirty billion dollars by doing exactly what we are talking about here. he did not stare at charts all day and hope for the best he built models that exploited the mathematical laws of the market. he was a scientist first and a trader second and that is the mindset you need to adopt. if you are not approaching this quantitatively you are just a gambler who happens to be sitting at a computer. the goal is to become a quant researcher who happens to have robots executing their findings the transition from hand trader to automated builder is the most liberating thing you can do for your mental health. you go from waking up in a cold sweat checking your phone to waking up and checking your logs to see how the system performed. even if the day was red you have data that tells you why and you can use that to make the system better tomorrow. it is a process of constant improvement and refinement that never really ends. you are building a legacy of code that will continue to work for you as long as the electricity is running. i am not afraid to die on a treadmill because i know that i will outwork anyone who is just looking for a shortcut if you are still on the fence about whether or not you can do this just remember that i was exactly where you are. i was losing money and feeling like the market was rigged against me because it actually was. i had to decide that i was going to change my environment and take control of my own destiny. you have the same opportunity right now to pivot and start building your own automated future. the models are getting better every single day and the barrier to entry is lower than it has ever been in human history. you just have to decide to lock in and do the work for a thousand days until you become undeniable there is no better feeling than finding a strategy that has a sharp ratio over ten and knowing that you built it with your own two hands. it is a moment of pure clarity where you realize that you are no longer a victim of the market. you are the architect of your own financial reality and the possibilities are literally endless. i am going to keep sharing everything i find because i believe that we can take on wall street together. as long as i am breathing i will be stepping on the gas and pushing the boundaries of what is possible with code. welcome to the family and let's get after it because the machines are already running and they are not waiting for anyone

Moon Dev

46,677 просмотров • 7 месяцев назад

The 40,000% ROI "Bug": How Claude Code Cracked the TradingView Holy Grail most people think the elite traders at the top of the mountain have some secret indicator or a hidden math formula that gives them a forty thousand percent return. they assume the game is rigged against the small player and that you need a multi million dollar budget just to get a seat at the table. the truth is that the holy grail of trading is actually hidden in plain sight inside a community tab that most people scroll past every single day i spent years losing money to liquidations and over trading because i thought i had to manually predict where the price was going next. i even spent hundreds of thousands of dollars on developers to build apps for me because i was convinced that i would never be able to code the systems myself. it turns out that once you stop trying to be a genius and start using the tools that are already available you can crack the code to unlimited trading strategies the secret is not in a single indicator but in the process of research back test and implement. if you go to the community section of trading view you will find an endless stream of source code for indicators that people have built over decades. most traders just slap these on a chart and hope for the best but if you are a data dog like me you know that a chart is just a pretty picture that lies to you i believe that code is the great equalizer because it allows us to take these public ideas and turn them into fully automated systems that trade for us while we sleep. i decided to learn to code live on youtube to show everyone that you can iterate your way to success without being a math wizard or a stanford graduate. now i have fully automated systems that manage my capital instead of getting liquidated by emotional decisions in the middle of the night the biggest trap in the trading world is something called repainting and it is the reason why so many strategy back tests look like they are printing money when they are actually just a scam. repainting happens when an indicator looks at future data to tell you what happened in the past which makes every buy and sell signal look like a perfect entry at the top and bottom. if you trust a back test on a basic chart without understanding the logic underneath you are just building a house on a foundation of sand this is why i transitioned all of my serious work into python because python does not lie to you. in python you can control the data flow tick by tick and bar by bar to ensure that no future data is leaking into your strategy. i built a back test architect which is a specialized sub agent that knows exactly how to take a simple idea and test it against twenty five different data sources all at once when you run a strategy across btc eth apple google and tesla you start to see the real truth about whether a strategy has an edge or if it was just a lucky fluke on one chart. i saw one strategy this week that showed a one million percent return which sounds like a total lie but the data does not have an ego. even if a number looks insane you have to investigate it and incubate it with tiny size to see if it holds up in the live market you must treat your trading like a business where you are the manager and the code is your team of tireless employees. i have sub agents running for me right now that act as masters of specific tasks like converting pine script into python or optimizing exit logic. if you are not using these specialized ai assistants in your workflow you are essentially trying to build a skyscraper with a hand saw while everyone else is using heavy machinery most people get stuck in the beginner phase because they think they need to write every single line of code from scratch. the reality is that the best developers are just really good at importing the hard work of others and connecting it like lego blocks. i use a library called ccxt that allows my bots to communicate with every major exchange in the world with just a few lines of script which saves me months of development time the reason i show everything live is because the industry is filled with gatekeepers who want to keep the secrets of automation to themselves. they want you to stay as a manual trader who pays high fees and provides liquidity for their algorithms. once you learn to automate you are no longer a victim of the market but a participant in the architecture of the financial system if you are sitting there right now feeling defeated because you just got smoked on a trade or you missed a massive pump you have to realize that those emotions are your greatest enemy. a computer does not feel fomo and it does not get tilted after a loss; it just waits for the next signal that fits the parameters you defined. my mission is to help you get to a place where you can walk away from the screen and let the machines do the heavy lifting learning to code is actually much easier than learning a second language because the syntax is logical and the feedback is immediate. i spent ten years in tech scared to touch a keyboard for anything other than emails because i thought i was not smart enough for engineering. once i realized that code is just logic i was able to build my first profitable bot within a few months and i have never looked back the transition from a manual trader to an algorithmic expert is about building a robust framework for testing your ideas as fast as possible. you want to be able to find an indicator on trading view convert it to python and run it against years of historical data in less than five minutes. if you can do that you have a higher chance of success than ninety nine percent of the people who are just drawing lines on a screen one of the most powerful strategies i found recently combines the squeeze momentum indicator with smart money concepts. when you test these individually they might show a decent return but when you combine them and add a filter like the adx you can find setups that have a massive expectancy. the key is to look for strategies that show positive returns across multiple different asset classes and time frames simultaneously even if a strategy looks like it is printing a forty thousand percent return you must always remain skeptical and look for the catch. i always incubate my new ideas with tiny capital for at least a few weeks to see how they handle real world slippage and fees. a back test is a map of the past but the live market is a wilderness that changes every single day this is why i believe in the rbi method which stands for research back test and implement. you spend your mornings looking for new ideas your afternoons stress testing them with ai and your evenings deploying the winners to the market. it is a systematic approach to wealth that removes the need for luck or guessing what a celebrity is going to tweet next the most successful traders in history like jim simons did not sit around looking at rsi levels on a fifteen minute chart. they built systems that identified mathematical edges and then scaled those systems until they were managing billions of dollars. you do not need thirty one billion dollars to change your life but you do need the discipline to stop trading like a human and start thinking like a system i give away so much for free on youtube because i want to build a community of data dogs who are all chasing the same goal of financial freedom through automation. when we work together and share our findings we can collectively identify edges that nobody else is looking at. the world is moving towards an ai dominated economy and if you are not learning to control the machines you are going to be controlled by them the road to automation is not a straight line and you will run into bugs that make you want to throw your computer out the window. but every time you fix an error and every time you optimize a script you are getting one step closer to a life where you own your time. code really is the great equalizer and it is waiting for you to pick it up and start building your own future if you can fly then run and if you can run then walk but whatever you do you must keep moving forward in this journey. trading can be heartless but the logic of code is always fair and consistent. stop being the liquidity for someone else's bot and start building the walls that will protect your capital forever

Moon Dev

245,471 просмотров • 7 месяцев назад

The Great Equalizer: How I Iterated Through 90+ Strategies to Automate My Financial Freedom ninety strategies sounds like a death wish but it is actually the only way to find your edge in a market designed to liquidate you. most traders are out here gambling with their rent money while the big players are using automated systems to harvest their liquidations. i know this because i spent hundreds of thousands of dollars on developers for apps thinking i could never code myself. i was getting wrecked by over trading and watching my accounts hit zero while i slept. code became the great equalizer for me because it removed the emotion that was killing my bankroll. i decided to learn to code live so i could iterate to success and now i have fully automated systems trading for me instead of getting liquidated by every wick. i just saw someone lose ten million dollars in a single month because they were trading by hand and got addicted to the screen. you have to understand that if you are not automating you are the exit liquidity for someone who is. the reality of advanced futures trading is not about finding one holy grail bot that prints money forever. it is about research and back testing until you find a strategy that has a statistical advantage. one of the most slept on concepts is variable risk scaling where you actually change your position size based on how volatile the market is. instead of just betting the same amount every time you increase your size when volatility is low and scale back when the market starts moving like crazy. this keeps you in the game during the draw downs that usually wipe people out. most people do the opposite and revenge trade with bigger size when they are losing which is the fastest way to the cemetery. i used to think i needed to be the smartest guy in the room to make this work but i realized i just needed to be the most disciplined with my risk parameters. there is a secret hidden in funding rates and basis trading that most retail traders never even look at. while everyone else is trying to guess if bitcoin is going to the moon or the floor you can actually make consistent money through funding rate arbitrage. you basically buy the asset in the spot market and simultaneously sell it in the futures market when the funding rate is high. you just sit there and collect the interest payments from the gamblers who are over leveraged on the other side. it is basically free money if you can manage the fees and keep your execution precise. i used to ignore these low yield plays because i wanted the big home runs but those home runs usually came with massive strikeouts. now i look for these carry trades as a way to keep the equity curve moving up and to the right while others are sweating over every price change. most traders fail because they use lagging indicators and expect them to predict the future with one hundred percent accuracy. the truth is that even the best trend following strategies like the golden cross or moving average crossovers only have about sixty five percent accuracy. you have to combine these with filters like the average directional index or relative strength index to make sure you are not just buying a fake breakout. a lot of people get chopped up in sideways markets because they do not have a trend strength filter to tell them to stay out of the trade. i learned to use multiple time frames to confirm my breakouts because if the one hour and the four hour charts are not saying the same thing then the trade is probably a trap. you have to be a searcher looking for those golden nuggets of alpha buried in mountains of data. i used to think that machine learning and genetic algorithms were just buzzwords that did not actually work for trading. then i realized that the 1990s tech trap is real and if you are still using basic indicators without any optimization you are decades behind. genetic algorithms are wild because they simulate natural selection to find the best parameters for your strategy through trial and error. you can actually build an environment where your bot learns from its own mistakes and optimizes its decision making process over time. i spent so much time thinking i was not smart enough to do this but once i started iterating live i found that the machines are much better at following rules than i ever was. code is the only way to compete with the high frequency firms that are looking for any tiny mispricing in the order book. slippage and bad execution will eat your profits faster than a bad trade ever could if you are not careful. most people just hit the market buy button and pay the spread and the fees without a second thought. you should be using smart order routing and limit orders to capture the bid ask spread instead of paying it to the market makers. i started using time weighted average price execution to spread my larger orders out over time so i did not move the market against myself. it is these tiny details in execution that separate the professional quants from the people who are just playing around. i had to learn this the hard way after losing a fortune on bad entries and exits that could have been avoided with a few lines of code. the ultimate goal of all of this is to build a compounding machine that grows your capital while you are living your life. you have to automate the reinvestment of your profits so that your position sizes grow as your account grows without you having to manually adjust anything. i like to use automated compounding algorithms that take a portion of my wins and put them back into the systems that are performing the best. this creates a snowball effect where your returns start to accelerate as the base capital increases. it took me years to realize that i did not need to be at the desk for eighteen hours a day to make life changing money. i just needed to build a system that was smarter and more disciplined than my own human brain. cross asset skew and volatility surface arbitrage are where the real quants play when the market gets efficient. you can look for mispricings between highly correlated assets like bitcoin and ethereum and trade the spread between them. when one asset gets overvalued relative to the other you short the leader and long the laggard until they revert back to the mean. this is a much safer way to trade because you are not betting on the direction of the market but rather the relationship between two assets. i spent a lot of money trying to guess the next big move before i realized that trading the relationship between assets was much more consistent. iteration is the only way to find these winks in the market that the average trader is completely blind to. it is a cold world in finance and most people are out here trying to step on your neck to get ahead. i believe that sharing this knowledge is important because code is the only thing that can give a regular person a fighting chance against the institutions. i started from zero and learned everything through failing and losing money until i finally figured out how to automate. now i spend my time building and testing instead of worrying about the next liquidation candle. you have to decide today if you want to keep being the exit liquidity or if you want to start building your own systems. the tools are all there and the data is accessible if you are willing to put in the work and stop negotiating with yourself. successful trading is not about being lucky it is about being prepared and having a system that can handle any market regime. whether the market is in a bull run or a total crash your bots should know exactly what to do based on the rules you have coded into them. i use risk weighted allocation to make sure that my capital is always moving toward the strategies with the highest sharp ratio and the lowest volatility. this keeps the portfolio stable even when the crypto market is going through its typical insane swings. i finally found peace in this game because i know that my automated systems are following the math while everyone else is following their feelings. code is the great equalizer and it is time for you to start using it to protect your future and build your empire there are over ninety strategies you can test and most of them will not work for your specific style but you only need one or two to change your life. i have built a fat list of ideas from research and i spend every day back testing and refining them to stay ahead of the curve. do not let the fear of coding stop you from taking control of your financial destiny because i am living proof that anyone can learn. i would rather spend my time iterating to success than getting liquidated by some random news event that i could not predict. the journey from losing hundreds of thousands to fully automated success was long but it was the best investment i ever made. keep your heart open and lead with love in this game and i promise the universe will start passing you those golden nuggets of alpha you have been searching for

Moon Dev

11,196 просмотров • 7 месяцев назад

Big Update: Critters Quest Website Steps Into Production State with an Exciting New Design! Hey Critters, we're thrilled to share some major news, our website has officially migrated from mint state to production state, and we're taking our platform to the next level right here at After three weeks of dedicated work, we've transformed Critters Quest into a more organized, stable, and feature-rich experience, setting the stage for everything we've planned for the future. This isn't just an upgrade—it's the first step before the real journey begins! Key Updates to the Homepage and Beyond Fresh Categories and Pages: We've added exciting new sections to help you dive deeper into the Critters Quest world: - Play $QUEST (Explorer Page for Staking $QUEST): Dive into our new $QUEST explorer page, where you can find games to stake your $QUEST tokens to earn rewards, track your staking progress, and engage in strategic gameplay challenges that grow your Critters' value. - Play Spins (Explorer Page for Spins): Spins are now front and center with a dedicated spins explorer page, designed to highlight Multipliers Spins, Terron Spins, Quest Tablet Spins(coming soon👀), and more. Organized as daily free spins, limited events, and partner spin opportunities for special loot, offering new ways to boost your rewards. - Breakdown Informational Page: We've introduced a comprehensive guide for new users (and a refresher for veterans) to explore how key features work. This page currently focuses exclusively on the mechanics and info for Master Edition NFTs, Cloned Editions, and Multipliers. It explains how Master Editions serve as the foundation for your Critters' value, how Master Editions allow Cloned Editions to be minted out for others, and how Multipliers enhance your rewards throughout critters ecosystem. Redesigned Homepage: Our homepage has been completely transformed into an intuitive experience that gives you a complete overview of the Critters Quest ecosystem at a glance. It features: - Feature Carousel: Highlighting new additions and important updates - Ecosystem Activities: Real-time data showing active games, spins, or other ongoing activities. - Mini-Leaderboards: Quick snapshots of top performers - PFP Activity Feed: See the latest community PFPs minted - Quick-Access CTAs: Every section includes direct links to the full experience, letting you dive deeper with just one click - Streamlined Introduction: New visitors get a concise overview of Critters Quest right away This overview approach makes navigation intuitive for both newcomers and veterans, ensuring you never miss important information or opportunities. Elevated Designs Across the Board: - Dynamic Castle Layout in the Banner: Our homepage now features a dynamic castle layout in the banner, with castles positioned in the order they appear on the leaderboard. The top leaders are showcased at the top, adding a visual representation of community rankings and bringing our competitive spirit to life. - Critters Terminal (Formerly $QUEST Terminal): Our terminal has been upgraded with a sleek new look and enhanced functionality, now known as the Critters Terminal. It's your go-to hub for finding the most powerful cards and looking for new Critters—it tracks $QUEST allocation on available Critters for sale, their power, equipment, and more, helping you build the ultimate team. - Equipment Viewing: Viewing Critters and their equipment has been elevated with detailed rankings, power levels, and stats, giving you a clearer picture of your team's strength and hinting at game mechanics like power-based strategies. - Spins Pages Redesign: The spins experience has been completely revamped with a fresh, user-friendly design, making it easier to spin for rewards and track your progress, with a focus on multipliers and special loot opportunities. - Partnership Sign-Up Page Update: On our main page, you'll see mentions of our legendary partners—GM Capital, Mintify, Sniper, and more—highlighting our growing ecosystem. We've also updated our partnership sign-up page for those looking to partner with us. This page now includes a detailed breakdown of partnership options and new form fields to streamline the collaboration process. We're excited to expand our network in the future! - Animated Banners: Across all pages, you'll notice new animated banners that bring our world to life, adding visual excitement and guiding you through the platform. - Archived Pages: To streamline the site and focus on the future, we've archived older pages like the Master Edition Mint and Referral pages. These will remain available for reference. Coming Soon: We're already working on exciting additions, including: - SHOP Page: A new experience for purchasing items and gear to enhance your Critters Quest adventures, where you can equip your Critters with power-boosting equipment. - Tokenomics/Liquidty Section (Addition to the INFO Page): We're working on a detailed tokenomics section to add to our INFO page, launching alongside updates to our plans for DEX integration. These changes will add more value to Master Editions, give participants greater confidence, and enhance the overall ecosystem. - Cloned Edition Minting: This innovative feature will launch when Master Editions begin to mint out their Clones, allowing people to mint these unique variations. Cloned Editions will inherit traits and offer new gameplay opportunities, expanding your Critters' potential and rewards. Backend Tweaks: While many of these improvements are visible, we've also made numerous backend tweaks that aren't immediately seen. These optimizations ensure better performance, stability, and scalability for the platform moving forward. Continuous Elevation: This migration marks our first massive overhaul, but it's just the beginning. We're committed to elevating Critters Quest on a continuous basis, refining and expanding the platform with each rollout to keep delivering the best possible experience for our community. Foundation for the Future These updates aren't just cosmetic—they're foundational. After three weeks of hard work, we've created a more organized and structured platform that's ready to support the future rollouts we've been teasing, like Edition Minting, Items Shop, and Quest Games. This migration streamlines our process, allowing us to deliver updates faster and more efficiently for both new users and our longtime adventurers. This is truly the first step before the real journey begins. Our production state sets us up to expand Critters Quest into an even bigger, more engaging GameFi ecosystem, where your Critters can thrive through quests, spins, and community challenges. Whether you're a newcomer or a seasoned player, these changes make it easier to explore, compete, and grow your collection. Your Next Expedition We're just getting started! This production-ready overhaul is the launchpad for all the exciting features and expansions we have planned. Keep an eye on for more updates, and dive into the new pages to see how you can level up your Critters Quest experience. We want to hear from you! Share your feedback, suggestions, and experiences with our new production site in our Discord or commenting below. Your input directly shapes our future updates and helps us create the best possible experience. Thank you for your patience and support during this transition. Together, we're building something truly special!

Critters Quest

26,200 просмотров • 1 год назад

Just in $AMD Anush "Speed is the moat"|ROCm🎙️ In the race to define the future of AI, what's the one advantage that truly lasts? It's not proprietary tech, argues Anush Elangovan Elangovan, VP of AI Software at AMD , but the sustainable speed of innovation. He explains why AMD is rejecting the "walled garden" model for its open source ROCm stack, betting that an open community flywheel is the key to victory. Listen to understand how this open strategy is designed to out-innovate closed systems by empowering developers to solve everything from frontier-model challenges to the mundane, everyday problems that define the "last mile" of AI. AMD ROCm Software: Part 1 Transcript [00:00:00] Andrew Zigler: Joining me is Anush Elangovan, VP of AI software at AMD. And when people talk about AI compute, the conversation often stops at hardware specs, but it's more than just physical chips that win the game. It's also the software ecosystems supporting them. [00:00:18] Andrew Zigler: The prevailing strategy in the industry has been to build something like a walled garden. You know, something closed, proprietary locks, developers in. But AMD is betting on an entirely different play, open source acceleration, and with rock, their open source AI software stack. AMD is building not just hardware parity, but an innovation flywheel that's powered by the community with interoperability and the freedom to scale without all of that pesky lockin. [00:00:48] Andrew Zigler: And in this world, speed is your moat and how fast you can innovate while your platform remains open, flexible, and standardize across all of its applications. That's what we're gonna explore [00:01:00] today. So Anush, I'm really excited to have you here. Welcome to Dev Interrupted. [00:01:04] Anush Elangovan: Thanks for having me. Uh, super excited to chat about it. [00:01:07] Andrew Zigler: Amazing. Well, let's go ahead and dive right in with kind of what I laid it out with in the beginning, the idea of the moat and it being about speed. I wanna unpack that a bit because that came from you when you and I first spoke. And I, and I want to know, you know, how do you define speed inside of AMD beyond just things like hardware, benchmarks. [00:01:27] Anush Elangovan: Yeah, that's a very good question. So when we typically talk about speed, everyone's like, Hey, hardware benchmark specs, right? Like, uh, memory bandwidth or, or flops. And that is one important part of it, uh, AMD does very well. With that, we do have, a, a very good history of executing on that axis. [00:01:47] Anush Elangovan: But when I say speed is the moat, it is about, uh, how we prepare, how we build the muscle to run the race for a long time and run it fast. And it is [00:02:00] not about a single point in time that you've, you've beat some you know, benchmark and, and you declare victory. It's about building the ability to consistently develop and deliver. [00:02:13] Anush Elangovan: Both hardware and software innovation at scale and do it fast, right? Like, you know, we we're increasingly getting to a point where models come out and they're, uh, you know, a year or two ago it was like, Hey, they work on AMD on day zero, which is great, but now they are performing on AMD the day it releases, right? [00:02:32] Anush Elangovan: So, what does it take to Prefetch where the industry is going? Be prepared to intercept. At that point is what you know, I, I refer to as you know, the, the speed factor in, in creating this mode, right? And the mode is just shed all things that hold you back and run as fast as you can. [00:02:53] Anush Elangovan: Uh, because the pace of innovation that is, uh, being seen in, in AI [00:03:00] industries is just. Amazing. Right? And it's like, it's transformational at at how you generate electricity. It's transformational as at how you build data centers. It's transformational at how you deploy compute, networking. It's transformational at what kind of use cases you, you know, uh, use AI for. [00:03:17] Anush Elangovan: Uh, and for that, you need to be prepared to, see what comes tomorrow and be prepared to run the race tomorrow. [00:03:23] Andrew Zigler: Yeah, it's a really great perspective because it highlights that it's not just like a checkpoint that you run through. I like how you called out, like it's not just hitting that benchmark or being the best in class at that moment, in that snapshot, it's about having a. The throughput and about having that dedication to the idea and continuing to deliver on it. [00:03:43] Andrew Zigler: It's not just crossing the threshold, but it's also being the engine. And that's what, that's what protects a business. That is the moat, because the moat is that innovation layer, the faster and more, uh, future forward. That you can work and think, [00:04:00] you know, the better. Uh, we, we talk a lot about like future forward work styles. [00:04:04] Andrew Zigler: Like what are the things I could be doing right now today that are gonna be like, way more useful tomorrow? Let, let's abandon those, workflows that are older and that kind of like, that translates into. An advantage when you work that way. You know, what kind of things have you learned working with, uh, like across all spectrums of people who would use ROCm, right? [00:04:23] Andrew Zigler: You have like the developers, but then you also have the enterprises and you have this large span of adoptees, right? So what is the, what does that look like that you learn? [00:04:32] Anush Elangovan: Yeah, so, so the way I look at it is there are gonna be pockets of different, uh, you know, cadences, right? Like, so people who are deploying in enterprises, for example, right? The validation and how long it takes for them to deploy an LLM that's secure. It's, with guardrails, et cetera, maybe longer. [00:04:52] Anush Elangovan: but you still have to go through the process and you have to be prepared to like, walk that walk to deploy an enterprises. That doesn't mean it's [00:05:00] not fast, that's as fast as you can do for that industry, right? And if you are deploying AI in healthcare, right, it's, it's got its own, uh, cycle. [00:05:07] Anush Elangovan: but in each one of these, you want to see how, like, go down to the essence of what is it that you actually have to do. And, you know, I, I, I like how you framed it. It's like it's, you shed your prior assumptions of how things are done, right. And, and you kind of build up from a, uh, first principles, uh, approach to say, this is how I could use AI to unlock, whatever I'm doing. [00:05:33] Anush Elangovan: And, and, some of it, you know, it's good to really step back and look at. Just question every part of it, right? Like right now you're getting chat GPT and, Gemini competing for like, math, olympiads and, and, uh, college, uh, reasoning, uh, tests. Right? And, and those are like that, that is amazing and increasingly like complex tasks that they're trying to do. [00:05:58] Anush Elangovan: But there may also be like. [00:06:00] More mundane things that AI could, could get applied to. Right? And, and so when we think about shedding old ways, you wanna shed it not just in like the tip of the spear. It's like, you know, I'm gonna see what's the frontier model. It's also, it could be something as simple as. [00:06:18] Anush Elangovan: How do you choose a, a movie, uh, you know, like a recommendation system, right? Or, or, uh, an automated, uh, flight, uh, rebooking system. So the moment, you know, your flight is late, uh, right now it's a notification, right? It's like, oh, you got a text message saying your flight's late. And I got that like three times this week. [00:06:38] Anush Elangovan: But anyway, uh, and, and, and, and, I was just like, okay, so if I were to rethink this. All this MCPs that we have that should be hooked up into an MCP that says, your flight's delayed. Here are your options. If you want, you know, these are the paid options. Yeah. Here are the free options. This will get you back into your you know, Toronto airport [00:07:00] tonight. [00:07:00] Anush Elangovan: Or if you stay, here's a hotel plus this, plus this, plus. It's just like, go ahead is all I should say. Versus now I'm like, okay, can someone, you know, can I call a travel agent? Can I do this? Can I go online and log into And you know, so we gotta fundamentally rethink even those like small, nuances of, things that we do that can be automated out and AI is really, really good at doing something like this, right? Maybe I just explained an AI startup idea right now. Somebody should just start that. [00:07:29] Andrew Zigler: I think you did. Yeah, you definitely did. Someone, one of our listeners is definitely going to lift that off of you. I, I, I, you know, I hate being on the receiving end of those. You feel a little helpless and then you have to like, follow the whole flow. So I know what you mean. Like I, I like how you called out that the build and this like. [00:07:45] Andrew Zigler: Where speed is your moat and the innovation layer is protecting you, is what makes you better than your competitors. How you scale that and you bring that to market. So by understanding the problems that you're solving, uh, throwing away those older assumptions, but also [00:08:00] recognizing that like. We're building every single day, new things and new ways of using stuff that we're still figuring out the implications of. [00:08:08] Andrew Zigler: And so when you have a lot of velocity and you're introducing a lot of new ideas, and maybe you have that workflow now that automatically rebook your flight off of your late flight text message, and uh, I know I would certainly use it, but you know, what kind of philosophies guide the way that y'all think about building this ecosystem to manage that stability while letting folks. [00:08:29] Andrew Zigler: Play with the speed and the assumptions and the airplane re bookings. [00:08:34] Anush Elangovan: so, so I think, you know, we need to peel one layer down, right? and the philosophy is, Hey, we, we just discovered electricity, right? And you know what we're gonna do? We are gonna make motors, uh, or dynamos, right? Like engines. Uh, sure. We don't know if it's gonna be a Ferrari that you're gonna make, or it's a a a a dump truck. [00:08:57] Anush Elangovan: That's good for doing this. But let's [00:09:00] let, which is also required, right? You need a dump truck. You need a garbage truck. And, [00:09:04] Andrew Zigler: Yeah. You need the [00:09:04] Anush Elangovan: course you need, uh, a Ferrari for a midlife crisis, right? So, [00:09:09] Andrew Zigler: precisely. [00:09:10] Anush Elangovan: But, but my, uh, point is what do we build next? And, uh, and this is what I meant by like, okay, let's, let's take those baby steps to build the. [00:09:20] Anush Elangovan: Infrastructure that's required that we know we'll have to use, right? So, so if I just discovered electricity, okay, great. Now one, how do I save this electricity and how do I use it? So there's battery technology, so you need to do something like that, right? Like so. But then you also want to make it into an actionable thing. [00:09:37] Anush Elangovan: You want to make it for like automobiles, or you wanna use it for, you know, powering, uh, entire cities. So it is that transformational. So, uh, AI is that transformational. So, if you distill down, it'll, it'll come down to how do we think about, what we can do with this this fundamental technology that, We may not be aware of what it [00:10:00] is gonna unlock next, but at least you know the next step is clear, right? It's like a dense fog, you know, it's gonna be like, it, it's the right path. You see the light, but it's kind of like out there and, and the steps you're taking are concrete and you're like, okay, this is good. [00:10:16] Anush Elangovan: I, this is better than where I was or where we were. So we are moving forward. So you can build with the. Intuition from what you see in the short term and a tactical view, but towards what you think the future is gonna be. [00:10:28] Andrew Zigler: Right. You almost like we're all in this like fog of war, right? And like you said, you're reaching out and you're trying to step through it. You could think of it too, as like you're in the dark and your hands are up in front of you and you know that. You're, you're not gonna run your face into a wall because your hands are out in front of you, but you're not gonna maybe do much better than that. [00:10:45] Andrew Zigler: So that's kind of like, I think the eco, the, the industry, the world that we find ourselves in, uh, and we all have to, then this becomes the power of an ecosystem, of a group of people working together to create that layer of, [00:11:00] uh, of establishing the [00:11:01] Anush Elangovan: exactly. And I, I, I just, instead of, you know, saying fog of war I describe it as like, you're in this. Beautiful valley with like a morning, uh, fog that's in. You can smell the flowers. You, you hear the birds. You are like, okay, it's, we are in like, uh, utopian paradise and yes, I just need to like, continue the walk, right? [00:11:24] Anush Elangovan: and then move forward with that, conviction that you're in the right spot. [00:11:27] Andrew Zigler: Yeah. So let's talk about that ecosystem world. This nice, I love how you describe it, this grassy side of a hill in the morning that's covered in some mist and maybe we can't see 30 feet in one direction, but it sure is a beautiful hill and it smells nice. And so we're all here. And why is, in that world, why is. [00:11:44] Andrew Zigler: You know, open source, their strategic advantage that y'all are going for in the AI hardware market. And, and then how does like ROCm turn that into wins for people within that ecosystem? [00:11:56] Anush Elangovan: you know, the, the way we look at it is this, is kind of like how I view [00:12:00] AI and the ecosystem, right? But, but it is for everyone to enjoy. Uh, and so we do want to make sure that. You know, it is, uh, beneficial for everyone. [00:12:09] Anush Elangovan: The ecosystem can come in and, and innovate. It's an open innovation engine. and uh, it is very different from, you know, having a walled garden with, Hey, only I know how to do this and I'm gonna do it and throw it over the fence and you can use it or keep walking, right? So we'd like to be good citizens that way, but also. [00:12:30] Anush Elangovan: Uh, it is self-fulfilling in a way, right? Like it, the, the pace at which we innovate with open source is unmatched. Like, you know, our serving engines are like VLLM and, and sg l. Those things, uh, those frameworks are like super, super aggressive in terms of how fast they come out with features and how fast they can you know, get performant models out. [00:12:52] Anush Elangovan: And that compared with what, uh, you'd get from, you know, the likes of like T-R-T-L-L-M or something is always lagging, right? Because you [00:13:00] just can't keep up with you know, 200 commits a week just on one particular model to get that model really performant [00:13:06] Andrew Zigler: And, and, and in that world where, you know, everyone can enjoy the winds of this, what kind of customer stories or innovation stories have really stood out to you and excite you about building and creating this place for developers? [00:13:19] Anush Elangovan: Yeah. So I think the parts that are super exciting for me are when when we get to see a customer that is first skeptical. Then they start a little like, okay, fine, we'll give you a chance. Uh, we do a simple, uh, POC and then they're like, huh, this seems to work. Yeah, we told you it works. [00:13:42] Anush Elangovan: You don't have to change one line of code. Really? Yes, no need to change one line of code. Okay, let's try a production workload. So then they try it. Oh, you're more performant than the competition. Yes. We're more performant than, than the competition. So how much does it cost? And we're like, oh, it's your TCO is better with, uh, [00:14:00] AMD. [00:14:00] Anush Elangovan: So again, they're like, wow, okay, good. So now how do we deploy at scale? And then we go deploy it at scale. And when they give a thumbs up on that and they say, this is good, right? That's when you know, you, you see it go full circle from like, oh, we, we've never heard about AMD to like actually deploy to tens of thousands of GPUs In the order of a few months, right? It, it, it really is fascinating to see and very exciting and invigorating to [00:14:28] Andrew Zigler: Yeah. At like a great exposure to a lot of interesting problems. And, and then people using the infrastructure, the, the technology available to solve those problems. Really specific problems by the way, that's often why they're bringing their data and AI to it, uh, is because it is really specific and important for them. [00:14:45] Andrew Zigler: And there's a, a lot I think that other engineering orgs can learn and even emulate from AMD's success and, and having this open source ecosystem and it causing this acceleration within. You [00:15:00] know, uh, customers and enterprises that use and adopt the tools and, and, and that creates an advantage. And that goes back to why we're talking and like the real thesis of our conversation today. [00:15:10] Andrew Zigler: So how do you think engineering leaders that are listening to this and obviously tapping into this great success AMD has from an open source flywheel, how do you think other, other folks building in the same space can foster that open, first, that open source oriented culture in order to, you know, accelerate their innovation goals? [00:15:29] Anush Elangovan: Yeah, that's a very good question. So the startup that um, was acquired by AMD we, we built, I mean, we started off doing iot stuff and you know, smart ring and all that, right? But in the, the end of like, uh, and not the end, the last six years of the company was building ML compilers. [00:15:47] Anush Elangovan: And ml, ML compilers are like super, uh, complicated, sophisticated, advanced algorithms, dah, dah, dah. but it was all open source, right? So our VCs were like, wait, what do you mean your core [00:16:00] IP is open source? And um, the speed is the moat applied even then, right? It was just like, yes, if you have an idea that. [00:16:08] Anush Elangovan: Because someone saw this idea that you are, they're gonna be able to catch up, then you probably have the wrong idea anyway. But if they are, you know, you execute and they're gonna catch up, that you should assume they're gonna catch up. Right? So you gotta move forward. So keeping it open source is super important. [00:16:25] Anush Elangovan: But also to your question on like, you know, the learnings from an AMD standpoint, right? If there are, hard problems, I'd say dig in and work through it, right? Like there's no way but through it, right? That should be the simple mentality. And more, uh, frequently than not. you'll see that you'll just make it through in a, in, in good form. [00:16:52] Anush Elangovan: But if you doubt it and you're like, oh, I don't know if I should commit, if I'm, I, you know, what should just commit to do the right thing [00:17:00] every step, right? Every step, and just keep taking one step in front of the other. And in no time you'll see that you'll be running. Right. And, and yes, the first few steps will be like, yeah, everyone's complaining about your software quality. [00:17:15] Anush Elangovan: Everyone's complaining about this and that, and it doesn't work. And, and a few steps in, you know, you get, you get the hang of all the complaints that are coming in. You get the feedback loop. You're like, okay, what, what are you prioritizing again? One step in front of the other, right? You just keep knocking that out and then you get to a point where you're, it just becomes second nature, right? To do the, to do the right thing. And, and then yes, if someone gives you two options, you'll be like, fine. This is, uh, you know, there's always the resource trade off. There's always a human capital trade off, but what's the right thing to do? of course, I, I'm pragmatic about what we choose, but, but if the right thing for your long-term success is dig in, go first, principles, make it [00:18:00] happen. [00:18:00] Anush Elangovan: Well. Then just go for that. There's, there is no shortcut to [00:18:04] Andrew Zigler: acknowledging, you know, how it aligns with your mission, your core company goals, and what you're looking to achieve. And, and I, I love how you rightfully called out that in the open source world and you know, you have your technology that you've built, what you think is your moat upon, right? [00:18:22] Andrew Zigler: It's your code and, and to open source that, or to just make it where anyone could peer in is, you know. Scary in one regard, but two, it just kind of feels like you're handing away your throne room in some kind of sense, a very direct feeling sense. But the ultimately, you were really right to call out, and this is something I think about all the time, that the real power there is still the speed This the speed. [00:18:42] Andrew Zigler: That was the moat at the beginning of our conversation. It's the speed in combination with your. Very specific domain understanding of what you're building and what you're creating, and your new role as the steward of that world and how people plug into it, which [00:19:00] has frankly, a lot more influence and power than lording over a closed. [00:19:04] Andrew Zigler: You know, repository or an ecosystem, and like you said, like throwing things over the wall. Sure. There, there might be people always on the other side of that wall, but you're not gonna have a great connection with them. You're not gonna be able to really clearly understand them. I, I like your metaphor of the side of the field of the mountain a lot more. [00:19:23] Andrew Zigler: But, but in the, in this world, you know, where. That speed is, is the power and, and open source is just one way that you can harness that speed to get really far ahead and to innovate. , There's other parts of this equation that you can be experimenting with too, and I'd love to pick your brain about them as a software leader and, and, and one of them is about looking forward and kind of understanding that future that we're all building towards and beyond today's models and hardware. [00:19:48] Andrew Zigler: You know, what do you see as the next major bottleneck or opportunity in the AI compute space? As, as you know, enterprises and folks start to get a little more mature about what's available to [00:20:00] them. [00:20:00] Anush Elangovan: Yeah, I think, the bottleneck and opportunity is, uh, what I'd call, call walking the last mile of ai. Right. Uh, and like I I, I gave you an example, uh, previously, but, but it's similar to that. It's like there are cases where Humans have so many, uh, things to do in your day. You know, like the, if we sit down and actually had a customer focus like, okay, these customers lives, I'm gonna save four hours of this customer's life. And if you actually sit down and look at all of that, it'll be. Easily automatable, easily you know, uh, applicable, uh, for ai, right? [00:20:39] Anush Elangovan: Like, but then making it happen is gonna take a little bit, right? It's like maybe it's, uh, paying your utility bill, right? Or something like that, right? Or, or, your healthcare explanation of benefits. Uh, like, I'm sure you get an explanation of benefits, and I'm like, I, I don't even know what that thing is. [00:20:55] Anush Elangovan: It's just like EOB and like. [00:20:57] Andrew Zigler: it's a big, a big old PDF. Yeah, [00:21:00] exactly. [00:21:01] Anush Elangovan: Like, like, I'm like great straight to the, uh, shredder, right? And but that could be, you know, automated with the ai, right? It, it, it'd be like, Hey, the summary of this thing is you went and visited this day. Everything is okay. Everything is paid for, so don't worry, it's not a bill. [00:21:17] Anush Elangovan: That again, the same, uh, thing, but the sense of what that information overload is could be. Digested by ai, uh, accumulated over time and retrieved when you need it. Like, I don't, I actually don't even need to know this EOB right now, unless of course, whenever I need to know it, that maybe, you know, like for some benefits I need to figure out what do, what did I do over the past year and how do I apply it? Source:

Mike

15,248 просмотров • 10 месяцев назад

A dog just made the bravest decision I have seen anyone make this year. Not a founder. Not an athlete. Not a person with a plan and a five-year vision board. A dog, on an empty road, with nothing to lose and no idea what would come next. I have watched what comes next more times than I will admit in public. This post is 25,000 characters long. It is a list of reasons why you should watch it too. Read as much as you want, but understand one thing before you start: the video is the only part that matters, and this is everything the video doesn't have room to say. Sound on. Phone in both hands. Do not skip. I'll be here when you get back. THE NUMBER THAT SHOULD BOTHER YOU Let me start with two numbers. The first: commonly cited estimates put the world's stray dog population at around 200 million. Two hundred million animals with no address, no bowl with their name on it, and no one who would notice if they didn't come back tonight. The second number is one. That is how many people had to be on that road, at that exact minute, looking in that exact direction, in a good enough mood to stop. Not two. Not a crowd. One. Here is what nobody says out loud: for every dog you see rescued on camera, there are millions the camera never reached. We don't see them because no one was there. The videos that reach you are not a sample of reality. They are the winners of a lottery so brutal that Powerball looks like a coin flip next to it. So when one of these lands in your feed, don't scroll past it like content. Treat it like what it is: a statistical miracle that happened to end well. And miracles have a structure. Let's take this one apart. FIVE LINKS. BREAK ONE AND THE STORY DOESN'T EXIST. Link one: the dog has to survive long enough to be seen. Roads are not built for small animals. Vehicles do not slow down for shapes on the asphalt. Every hour out there is a coin flip the animal has to win again, and again, and again. Link two: someone has to be present. Not nearby. Present. Eyes up, phone down, brain not busy replaying the argument from breakfast. Link three: that someone has to notice. It sounds simple. It isn't. The human brain is a filtering machine, and a small animal on a road becomes a plastic bag, a shadow, a piece of tire. The most common reason a dog is not rescued is not cruelty. It is that nobody registered it as a dog. Link four: the person has to stop. This is the link that snaps most often. Seeing is free. Stopping costs you time, comfort, a schedule, and possibly the mood of your entire day. Link five: the dog has to let them. An animal that has learned that hands mean pain has every biological reason to run. Trust is not a given. It is a negotiation, and the dog holds the veto. Five links. All five held. Remember that when you press play. You are not watching a nice story. You are watching a chain that should have snapped at least four times. THE PEOPLE WHO KEEP DRIVING In 1968, psychologists John Darley and Bibb Latane published a set of experiments that changed how we think about helping. The finding was uncomfortable: the more people who witness an emergency, the less likely any one of them is to act. They called it diffusion of responsibility. Everyone assumes someone else will handle it. So nobody does. Later research added nuance. When an emergency is clear and dangerous, people step in more often than the original theory predicted. But the core insight has survived half a century of testing, because it describes something every one of us has felt: the small, quiet voice that says, somebody else will stop. Now picture a road with no crowd at all. No audience. No one to hide behind. No one to blame. Just you and a decision that is entirely, inescapably yours. That is the situation the person in this video walked into. And the reason it is worth your attention is not that they did something impossible. It is that they did something small, and it turns out small is exactly what almost nobody does. You don't need to be a hero. You need to be inconvenienced. THE FACE IS THE RESUME In 2013, researcher Bridget Waller and her team studied dogs in a UK shelter and asked a simple question: what makes one dog get adopted faster than another? It wasn't size. It wasn't age. It wasn't coat color. It was one tiny facial movement: the raising of the inner eyebrows. The move that makes a dog's eyes look bigger, softer, almost sad. Dogs that did it more often were chosen faster. Six years later, a study led by Juliane Kaminski found out why that movement is so easy for dogs and so hard for wolves. Dogs have a small muscle around the eye that wolves largely lack. Over thousands of years of living beside us, dogs evolved a way to make their faces speak our language. Read that again. A species rewired its own anatomy to be understood by another species. No other animal has done this to us. Nobody taught them. Nobody forced them. They looked at us, worked out what we respond to, and grew the tool. Now look at the face in this video. You will know the second you see it. That is not a coincidence, and it is not luck. It is fifteen thousand years of engineering aimed directly at your chest. THE ONLY LOOP LIKE IT ON EARTH In 2015, a Japanese team led by Miho Nagasawa published a result in the journal Science that made researchers stop and reread the abstract. When a dog and its owner look into each other's eyes, both of their oxytocin levels rise. Oxytocin is the bonding chemical, the same one that flows between a mother and her newborn. Dog looks at human. Human's oxytocin rises. Human looks back, touches, talks softly. Dog's oxytocin rises. Which makes the dog look longer. Which makes the human's oxytocin rise again. A feedback loop of affection, running across two species, powered by nothing but eye contact. Here is the part that gets me: the effect did not show up the same way in wolves raised by humans. The loop is not just training. It is something that evolved between us. So the next time someone says a dog is just responding to food, tell them there is a peer-reviewed study that disagrees. And keep this fact in your pocket for the video. Because at some point, a moment of eye contact happens in it, and I want you to know what is really going on in that room. THEY CAN SMELL WHAT YOU'RE HIDING Humans have roughly 6 million scent receptors. Dogs are commonly cited as having around 300 million. A large share of a dog's brain is devoted to processing smell. What you experience as a room, a dog experiences as a layered document: who was here, how long ago, and how they felt. In 2022, researchers at Queen's University Belfast tested something remarkable. They collected breath and sweat samples from people before and after a stressful task. Then they asked dogs to tell the samples apart. The dogs got it right nearly 94 percent of the time. Your body broadcasts your emotional state as chemistry. You cannot turn it off. You cannot fake calm. A dog reads your fear, your tension, your irritation, before you have opened your mouth. Which means every rescue is, at its core, a test of one thing: are you actually calm, or are you performing calm? The dog knows. It always knows. And that is why what happens in the first few seconds of this video matters more than anything that comes after it. Watch the body language. Watch how slowly things move. Watch what is not done. THE MOST IMPORTANT MOMENT IN ANY RESCUE IS THE ONE WHERE NOTHING HAPPENS Animal behaviorists describe fear responses in four flavors: fight, flight, freeze, and fawn. Fight is what people expect. Flight is what most strays do. Freeze is what looks like calm but isn't. And fawn, the desperate, wiggling, please-don't-hurt-me appeasement, is the one that breaks your heart the fastest, because it looks like friendliness and it is actually terror. Rescuers who have done this hundreds of times will tell you the same handful of rules. Don't loom. Don't stare straight into the eyes. Get low. Turn sideways. Slow everything down until it feels absurd. Let the animal close the last few feet on its own terms. The hardest instruction, and the one most people can't follow, is the last one: do nothing. Every instinct you have says reach out. Grab. Fix. Take control of the situation. And every good rescue begins with someone who did the opposite. Who made themselves small, patient, and boring, and waited for a frightened animal to decide that the safest thing in its whole world might be a stranger. You are about to watch someone do exactly that. Notice how little they need to say. THE TEARS THEY WON'T PUT IN THE HEADLINE Scientists are careful people. They do not like to say "dogs cry." But in 2022, a team from Azabu University in Japan, led by Takefumi Kikusui, measured tear volume in dogs during reunions with their owners. The result: tear volume rose significantly compared with reunions involving other familiar people. And when researchers applied oxytocin to the dogs' eyes, tear volume rose again. Not sadness crying. Not the crying we do. Something else, something closer to overflow. The body producing water at the exact moment the heart has more in it than it can hold. Nobody has proven that this is the same thing we feel. Scientists will tell you that, and they are right to. But here is a question worth sitting with. If an animal's eyes fill with water when it sees the one being it has decided to trust, what exactly are we arguing about? Watch the eyes in this video. Then tell me what you think you saw. ONCE IT HAS A NAME, IT STOPS BEING A STATISTIC In 2007, psychologist Paul Slovic and colleagues ran an experiment on generosity. They showed people a fundraising appeal for a hungry child, and then a second version that added statistics about millions of other children in the same crisis. More data. More context. More reasons to care. Donations dropped. Slovic called it psychic numbing. The human mind can hold one face. It cannot hold two hundred million. When a tragedy becomes a number, empathy quietly switches off, and we don't even notice it happening. This is why one named animal in one small video can do what a hundred reports full of charts cannot. It gives your brain something it can actually care about: a single life, with a face, a fear, and a future that could go either way. The stray population is a statistic. A dog is a story. And stories, unlike statistics, come with a name at the end. When you reach that moment in the video, pay attention to what it does to you. Notice the small shift in your chest. That is the sound of a number turning into a person, or close enough. THE WORD FOR WHAT YOU'RE ABOUT TO FEEL Researchers have a name for the feeling you get when something touches you so suddenly that your throat tightens and your eyes sting. They call it kama muta, Sanskrit for "moved by love." Anthropologist Alan Fiske proposed that it is a distinct emotion, triggered by a sudden intensification of closeness. Two beings who were strangers become bonded. Someone who was alone becomes part of something. People across many cultures describe the same set of signs: warmth in the chest, goosebumps, a lump in the throat, tears they didn't plan on, and a strong urge to hug someone or hold something. Here is what makes it useful and not just sweet: kama muta is one of the most reliable emotional responses we have. It shows up when reunions happen. When a stranger helps unexpectedly. When an animal, after a long time alone, is finally held. You've felt it. You just never had a word for it. Take note of the exact second it hits you in this video. I promise there is one. And if you're the kind of person who says "I never cry at videos," I would like to schedule a follow-up. WHY YOU'LL WANT TO BE A BETTER PERSON AFTER ONE MINUTE Psychologist Jonathan Haidt studied a related feeling and gave it a name: elevation. Elevation is what you feel when you watch someone do something morally beautiful, quietly, with nothing to gain. It is not envy and it is not admiration. It is an urge, physical and immediate, to do something good yourself. In studies, people who experienced elevation were more likely to help others afterward, more likely to volunteer, and more likely to describe wanting to become better versions of themselves. Read that as a design spec. A short piece of true, unstaged kindness can change what a person does in the hour after they see it. Which is a strange, lovely thing for a phone to be capable of. We spend so much time discussing what social media does wrong. Nobody wonders what would happen if the best five percent of it, the small, real, human moments, were the part that traveled farthest. Let this one travel. It has earned it. THE RARE THING: SOMETHING TRUE THAT WINS In 2018, researchers at MIT published a study in Science that analyzed millions of tweets. The result was grim: false news spread significantly faster and further than true news. False stories were about 70 percent more likely to be retweeted, driven largely by surprise and disgust. The lesson most people took away was that this platform rewards outrage. I want to take a different lesson. If false stories win because they trigger strong emotion, then true stories can win too, as long as they trigger stronger ones. A video with no villain, no scandal, and no argument. Nothing to be angry about. Nothing to dunk on. A rescue that is exactly what it looks like. That kind of content should lose on this platform. It has no fuel. And yet every so often, one of them breaks through and reminds everyone what this place was supposed to be. I am not asking you to like it. I am asking you to notice that you had a choice about what to feed today, and this was one of the options. SOME FRIENDSHIPS SHOULDN'T WORK Somewhere near the end of this video, a second character enters the story. I won't tell you who. I won't tell you what happens. I will tell you that if you have ever read anything about instincts, hunting drives, or the way certain animals are supposed to see each other, this moment will quietly rearrange your assumptions. Behaviorists talk about prey drive as if it were destiny. It is not. It is a tendency, and tendencies can be softened by experience, by safety, by being raised, or re-raised, in a place where no one is afraid. The same dog that once had to look after itself alone can, in a different life, learn that the world contains creatures that are not threats or meals. Only neighbors. That is the most hopeful idea in behavioral science, and it usually gets buried in footnotes: what an animal was is not the same as what an animal can become. The same is true for most of us, incidentally. But that is a different post. Stay for the ending. It is the reason I am writing this at all. THE PART THE INTERNET NEVER FILMS Every rescue video has the same shape: the meeting, the rescue, the transformation, the happy ending. It is edited that way because it is the only shape that gets watched. But ask anyone who has actually done this, and they will tell you the truth is in the gap between the second and third act. The first night. The first week. The first time a dog that has never lived indoors realizes there is a floor that doesn't move, a door that closes without danger, and a bowl that will be full again tomorrow. Rescuers have a rule of thumb for this, the 3-3-3 rule. Three days for a dog to decompress. Three weeks to start learning the routine. Three months to feel truly at home. It's not science, exactly, just a shorthand built from thousands of adoptions. But it captures something real: safety is not a switch. It is a process, and the animal has to believe it slowly, one uneventful day at a time. That means the happiest scenes in this video are not the ones that look like celebrations. They are the quiet ones. A dog that stops scanning the room. A body that finally lets go. Look for the moment the shoulders drop. Once you see it, you'll never unsee it. THE COST OF STOPPING: NINETY SECONDS Let's do the math on the thing that most people are afraid of. How long does it actually take to stop for an animal in trouble? Not the whole rescue. Just the decision, the pulling over, the first attempt. Ninety seconds. Sometimes less. Ninety seconds is the length of a bad song on the radio. It is the time you spend waiting for a light to change. It is a scroll through a feed you won't remember. And on the other side of those ninety seconds is the difference between a living animal and a statistic. I'm not saying this to make anyone feel guilty. Guilt is a terrible motivator. It makes people avoid the feeling instead of acting on it. I'm saying it because the barrier is almost always imagined. We inflate the cost of helping in our heads, and the imagined price is what stops us, not the real one. The person in this video paid the real price. It was small. What they got in return is something no one could have planned for. That is the part you should watch closely. IF YOU'RE EVER THE ONE ON THAT ROAD Save this section. Someday, someone reading it will need it. Put your safety first. Pull over where it's safe and turn on your hazard lights before anything else. A second accident helps no one. Do not chase. A frightened dog runs faster than you and directly into the worst possible place. Chasing turns a rescue into a pursuit. Get low and go slow. Sit down if you can. Turn your body sideways. Avoid direct staring. Speak softly, or don't speak at all. Use food, if you have any. Something plain, tossed a little closer each time, works better than any technique. Check for a tag and, if you can get near enough, ask a vet or shelter to scan for a microchip. Someone may be looking for this animal right now. Call for help early. Local rescues, animal control, and vets can handle what you cannot. Sometimes the bravest thing you can do is make the right phone call. Take photos and note the location. If you can't keep the animal, those details are what let someone else finish the job. None of this is complicated. The reason it is rare is that most people have never been told that it is allowed. You are allowed. THE REAL STAKES OF A SMALL DOG Here is a bigger picture, and it's a heavy one. Millions of companion animals enter shelters every year in the United States alone. That is just one country. Many are lost pets that never get reclaimed. Many are strays. Many are animals whose owners ran out of money, time, or hope. Shelters are often crowded, underfunded, and staffed by people running on love and very little else. Every animal that finds a home, or a foster, or a stranger with ninety seconds to spare, frees up a space for the next one in line. That means every single rescue is bigger than the animal in it. It is a small change to a very large system, and the system is nothing but small changes stacked on top of one another. This is not an argument for guilt. It's an argument for scale. One dog saved is one dog saved, but it is also proof of concept, a demonstration that the chain can hold, that the odds can be beaten, that a person and a road and a decision can end well. And proof of concept is contagious. That is why you are seeing it. WHO REALLY GOT RESCUED? If you talk to people who have taken in strays, you'll hear the same sentence over and over, in different words. "I thought I was saving him. It turned out he was saving me." Skeptics roll their eyes at that. It sounds like a greeting card. And research on pets and wellbeing is more mixed than social media would like. It doesn't say every dog fixes every life. But there is something real underneath it, and it's not mystical. A dog is a machine for creating routine, attention, and reasons to leave the house. It needs you at a certain hour. It notices when you come home. It doesn't care about your job title, your follower count, or what you failed at last week. For some people, that is the first unconditional witness they have had in years. The rescue, in this light, is not one-way. Two lonely creatures, one who knew it and one who didn't, found out that they could take care of each other. Nobody can prove that from a video. But there is a version of the story that runs in the background of every rescue, and you can feel it if you let yourself. Tell me whether you feel it here. THE ATTENTION PARADOX Here is a strange fact about the platform you're reading this on. The average post gets a glance. A few words, a flick of the thumb, gone. Brands spend billions every year trying to buy three seconds of your attention, and most of what they buy evaporates before it lands. And yet a video of one dog, with no budget, no celebrity, and no script, can hold a stranger for a full minute. Without a single trick. Why? Because attention is not really about tricks. It is about stakes. Your brain is built to track living things whose outcome is uncertain. The moment there is a creature on screen and you don't yet know if it will be okay, some ancient part of you leans in and refuses to look away. That is the secret behind every great story ever told. Someone we care about. Something that could go wrong. A question we need answered. Marketers call it a hook. Your nervous system calls it worry. This video has both, and it pays off the worry honestly, which is why you leave feeling better instead of used. That is rare enough to deserve a full minute of your life. HOW TO WATCH THIS Most people will watch it wrong. They'll half-look at it between two other things, mid-scroll, thumb already moving. Here is how to get the actual effect. Turn the sound on. There is more happening in the audio than you expect. Make it full screen. This is a story about faces, and faces need room. Watch the first ten seconds without expecting anything. The film is quiet at the start. That is deliberate, or at least it works as if it were. Do not skip ahead. The whole thing depends on the distance between where it starts and where it ends. Skip the middle and the ending is just a nice clip. Then, once it's over, watch it again. The second time, you won't be watching for the story. You'll be watching for the small things you missed: a hesitation, a glance, a change in how a body carries itself. That second watch is where it gets you. I said I have watched it more times than I'll admit. That is the honest reason. It doesn't wear out. It gets deeper. THE CHALLENGE I want to try something with this post. If the video moved you, leave one comment: the second it happened. Not a review, not an analysis. Just the moment. I'm curious whether it's the same one for everyone. My guess is that it isn't, and that the spread of answers will say more about what people carry around with them than about the video. If it didn't move you, that is fine too. I'd like to hear that as well. Honest is better than polite. And if you have ever been the one who stopped, and I know some of you have, write that instead. Tell the story in two lines. No one has ever regretted the ninety seconds. Someone reading this thread might need to know that. Reposting this is the simplest way to put it in front of someone who's scrolling right now, in a bad week, thinking that nothing good happens by accident anymore. Something did. THE LAST THING Let me end where I started. A dog made a decision on an empty road. It could not have known how it would turn out. It had no reason to believe that the next hand would be different from the last. It went ahead anyway. That is the whole difference between a life that changes and one that doesn't. Not certainty. Not a plan. A willingness to move toward the unknown when the alternative is more of the same. The animal in this video did that. Then someone did the same in return. That's it. That's the entire story. Two beings, each of whom took a small, terrifying step toward the other, and a road that was, for a few seconds, the most important place in the world. Scroll up. Press play. Watch the ending. Then come back and tell me I was exaggerating. P.S. If you read all of this, you are exactly the kind of person this video was made for. Most people never make it past the first screen of a long post. You did. That tells me you are someone who stays: through the slow part, through the uncertain part, all the way to the end. Which is, when you think about it, the only quality that mattered in the story you're about to watch. Follow for more like this. I only post the ones that earn it. Bookmark it for days you forget the feeling. #Rescue #DogsOfX #SecondChances #AdoptDontShop #Dogs #AnimalRescue #RescueDog

Earth Unveiled

15,706 просмотров • 8 дней назад

A new father became so terrified of never learning anything again that he accidentally dismantled the biggest lie in education. His name is Josh Kaufman, and he wasn't a neuroscientist or a professor. He was an author working from home, running a business with his wife, with a newborn daughter who had just obliterated any concept of free time he thought he had. Around week 8 of sleep deprivation, he had the thought every parent has. I am never going to learn anything new ever again. And because he was the kind of person who responds to panic with research, he went to the library and started reading everything he could find about how humans acquire skills. He read book after book, study after study. Every single one said the same thing. 10,000 hours. He had a full-body reaction to that number. 10,000 hours is a full-time job for five years. He didn't have five years. He didn't have five hours. He had a newborn and a business and a wife who was also building a business in the same house. So he kept digging. And here is where it gets interesting. The 10,000 hour rule came from a researcher named K. Anders Ericsson at Florida State University. What Ericsson actually studied was professional athletes, world-class musicians, chess grandmasters people at the absolute tip of ultra-competitive, ultra-high-performing fields. His finding was that the people at the very top of those narrow fields had put in around 10,000 hours of deliberate practice. That is all the finding said. Then Malcolm Gladwell wrote Outliers in 2007, and the message went through a game of telephone that destroyed its meaning entirely. It takes 10,000 hours to reach the top of an ultra-competitive field became it takes 10,000 hours to become an expert, which became it takes 10,000 hours to become good at something, which became it takes 10,000 hours to learn something. That last statement is completely false. And the actual research had been showing something different the entire time. When cognitive psychologists study skill acquisition, they measure a graph that looks identical across every domain they have ever tested. At the start, performance is terrible. With a small amount of practice, it improves rapidly. Then it plateaus, and subsequent gains become much harder and slower to achieve. The steep part of that curve the jump from knowing nothing to being reasonably good happens much faster than anyone tells you. Not 10,000 hours. Not 1,000 hours. 20 hours. Kaufman tested this himself. He had always wanted to learn ukulele. He picked one up, put 20 hours of focused deliberate practice into it, and stood on a TEDx stage playing a medley of recognizable pop songs in front of a live audience. The crowd went wild. He then told them that performance was his 20th hour. But 20 hours is not just a number. There is a method inside it. The first step is to deconstruct the skill. Most things we think of as single skills are actually bundles of dozens of smaller skills. You do not need all of them. You need the ones that get you to your specific goal the fastest. In music, this means most songs use four or five chords. Learn those first. Ignore the rest until they matter. The second step is to learn just enough to self-correct. Get three to five resources books, courses, videos but do not use them as a reason to delay practice. The point of learning is not to master theory first. It is to get good enough at noticing your own mistakes that you can adjust as you go. The third step is to remove barriers to practice. Not through willpower. Through structure. If the instrument is in the case in the closet, you will not play it. If your phone is in the room, you will not focus. Kaufman was brutal about this. The environment does the work that discipline cannot sustain. The fourth step is the one that actually makes the system work. Pre-commit to 20 hours before you start. Here is why this matters. Every skill has what he called a frustration barrier. The early part of learning anything is genuinely terrible. You are incompetent and you know it. That feeling is so uncomfortable that most people quit before they ever cross to the other side of the curve. By pre-committing to 20 hours, you are making a contract with yourself to push through the frustration long enough to arrive at the part where things start clicking. The barrier to learning something new is never intellectual. It is emotional. We are afraid of feeling stupid. That fear costs most people everything they could have learned. Kaufman figured this out while holding a baby and running out of time, which is the most human possible condition for having a breakthrough. Most people are waiting for the perfect season to start. He just started. 20 hours is 45 minutes a day for a month. That is it. That is the price of going from knowing nothing to being genuinely capable at almost anything you can name. The 10,000 hour rule was never about learning. It was about becoming the best in the world. You probably do not need to be the best in the world. You just need to start.

Ihtesham Ali

44,915 просмотров • 5 месяцев назад

Dear Friend, I wrote this book for you. For the past year, I have labored to create a product that will help you learn and master SQL. I have been there. I have felt the frustration of trying to learn SQL and not knowing where to begin. I have lived through the struggle of setting up a platform to run SQL queries. Most platforms require sign-ups and logins that create a headache for learners. I also know the challenge of finding proper SQL exercises that mirror the real-world experience of a data analyst. Yes, I have been in your shoes. That’s why I created SQL Essentials for Data Analysis: A 50-Day Hands-on Challenge Book (Go From Beginner to Pro). Yes, to give you a clear, practical path from beginner to confident SQL user. ✅Why SQL Still Matters You may be wondering if SQL still matters in 2025. The answer: it has never mattered more. SQL is the lingua franca of data. Data still lives in databases, and the only language it truly understands is SQL. Think about it, even in Python, SQL is there. You’ve probably heard about the powerful pandas library. Guess what? It also has some SQL. And don’t get me started on BigQuery, Tableau, Power BI, and Databricks; the answer is the same: they all rely on SQL. SQL is the big shadow that hovers over everything data. This is why learning SQL is a must for data analysts, engineers, scientists, and anyone working with data. SQL connects everything: exploration, extraction, transformation, modeling, validation, and reporting. ✅Why I Wrote This Book Dear friend, I wanted to create a resource that gives you everything you need to learn SQL for data analysis. Quite often, resources are scattered across different places. You might learn theory in one place, search for datasets in another, and hunt for questions somewhere else. More often than not, the only place you can tackle SQL challenges is online. But online platforms usually focus on syntax and don’t reflect the messiness of real-world data. I wrote this book to give you the best of both worlds: theory and practice. I don’t want you to be worrying about where to find resources. I want you to focus only on learning SQL. If you are new to SQL or need a refresher on the fundamentals, Part 1 of the book has you covered. If you are looking for practice, Part 2 is 49 days of hands-on SQL challenges designed to mirror real-world tasks. Each day in the book is designed to feel like a mini project, rather than isolated exercises. Take Day 15: Standardize Climbers Data, for example: On this day, you’re not just writing a single query; you’re working with a dataset from start to finish. By combining these tasks, you experience a full data preprocessing workflow, just like a real project. You get to practice loading, transforming, cleaning, and validating data, all in one challenge. This approach makes every day a hands-on project, not just an isolated query. You’re learning how SQL is used in real-world scenarios, not just memorizing syntax. By the end of each day, you’ve solved a problem that feels meaningful and practical: yes, something that mirrors data analysts’ and engineers’ work in real life. In this book I use SQLite. I chose SQLite because it’s simple, lightweight, and runs on any system without complicated setups or cloud accounts. You don’t need to worry about complex configurations. SQLite allows you to focus entirely on learning SQL concepts, queries, and logic without distractions. You will just have to import it. I also structured the book for use in Jupyter or Google Colab notebooks. These are playgrounds for data analysts, engineers, and scientists. These environments are interactive and flexible. They let you run queries, visualize results, and experiment in real time. Using notebooks ensures that you can practice SQL while documenting your work and learning at your own pace, all in one place. No need for sign-ups. ✅Why 50 Days? I chose 50 days intentionally. Learning SQL isn’t a sprint; it’s a habit. You can’t truly master a language by cramming a few queries in one sitting. 50 days creates a commitment. You attach yourself to a goal, a tangible outcome. Every day is a small win, a step forward, and by the end of the journey, you’ve transformed your understanding of SQL. By spreading the learning over 50 days, you build momentum, consistency, and confidence. Think of it like training for a marathon. You don’t run 26 miles on the first day. You run a little each day, gradually building strength, endurance, and skill. By the end of the 50 days, you’ll have tackled a wide range of SQL tasks: from simple filtering to window functions, date operations, joins, and performance tuning. You’ll have not just learned SQL but truly internalized it. The goal isn’t to overwhelm you. It’s to give you a structured, achievable path that fits into your daily routine, so learning SQL becomes natural, steady, and rewarding. Even if you don’t finish within 50 days, the 50-day structure gives you a rhythm, a habit, and a sense of accomplishment. The kind of outcome that sticks long after the book is finished. In summary, I wrote the book to address these pain points: 🔶Not knowing where to start: The book gives you a clear roadmap that guides you day by day. 🔶Too much theory, not enough practice: Reading about SQL is not the same as doing SQL. This book includes hands-on challenges that mirror real-world scenarios, so you’re not just memorizing commands; you’re learning to think like a data analyst. 🔶Complex setup: Many learners get stuck setting up databases or configuring environments. You will not worry about complex setups; everything runs in SQLite3 inside Jupyter Notebook, so you start immediately. 🔶Disconnected learning: The challenges mirror real-world analytics problems. Every day here is like a mini project, giving you the experience of exploring, cleaning, transforming, and analyzing data ✅What I ask of You I wrote this book for you because I want you to succeed, but books alone don’t create mastery; your effort does. I have provided the tools. All I ask is that you show up every day. Even if it’s just 20–30 minutes, take the challenge seriously. Tackle the problems, experiment with your queries, make mistakes, and fix them. That’s how real learning happens. I also ask that you trust the process. The book is designed to guide you from beginner to confident SQL user, step by step. Some days will feel "easy" and others "hard." Stay the course, and by the end, you’ll see how all the pieces fit together. Finally, I ask that you bring curiosity and persistence. SQL is a language of logic and structure, but it’s also a language of insight. The more you explore, the more patterns you’ll discover, and the more confident you’ll become in solving real-world problems. Don’t be scared to experiment. If you commit to this, I promise you’ll finish 50 days with more than just knowledge. You’ll have the skills, confidence, and habit of thinking like a data analyst. To make starting even easier, as a subscriber to this newsletter, I’m giving you an exclusive 35% launch discount. You can grab your copy today and start the 50-day journey at a reduced price. Grab SQL Essentials for Data Analysis here: I can’t wait to hear about your progress, the insights you uncover, and the confidence you gain along the way. If you have any questions, feel free to reach out to me or post them in the comments section. Let’s start this journey together: one challenge, one query, one day at a time. Warmly, Benjamin PS. Please repost.

Benjamin Bennett Alexander

18,584 просмотров • 10 месяцев назад

🚨 EXTREMELY ALARMING: DARPA'S N3 PROGRAM, Non Surgical Mind Reading, Brain Control, and The END of Free Thought as WE Know it! 🚨 This is NOT conspiracy. This is DOCUMENTED, FUNDED and Operational Reality. DARPA Official N3 Program Page: DARPA 2019 Announcement of N3 Funding to Six Teams: From the original 1950s-1970s RF experiments, through MKULTRA continuations, to today's nanoscale neurogenetic weapons systems. I hold the full map. What follows is the complete exposure, every player, every technology, every intent, every lie, and every question the world must answer BEFORE IT'S TOO LATE! DARPA's N3 (Next-Generation Nonsurgical Neurotechnology) Program: Launched 2018, Still Active in Outcomes In 2018, DARPA publicly announced N3: high-performance, bidirectional brain-machine interfaces for able-bodied service members (and beyond) that require no surgery. Goals: read/write to 16+ independent channels in a 16mm³ brain volume in under 50 milliseconds. Sub-millimeter spatial and temporal precision rivaling implanted electrodes, but wearable, portable, and scalable to populations. Technologies explicitly pursued (per DARPA and funded teams): - Neurogenetics: Genetically engineering neurons to express light-sensitive proteins (optogenetics) for infrared or light-based control. - Nanoscale engineering: Nanotransducers, nanoparticles, aerosolized nanomaterials that cross the blood-brain barrier when inhaled or injected non-surgically. These act as implantable electrodes/sensors/transmitters without scalpels. - Infrared sensing & light: Near-infrared beams to read/write neural activity through skull/scalp. - Ultrasound & acoustics: Focused ultrasound to guide signals or stimulate neurons. - Electromagnetics & RF: Pulsed fields for non-invasive modulation. - Minutely invasive track: Temporary nano-transducers delivered without surgery. Funded teams (2019, millions each): - Battelle Memorial Institute - Carnegie Mellon University (Pulkit Grover et al., $19M+) - Johns Hopkins University Applied Physics Lab - Palo Alto Research Center (PARC) - Rice University - Teledyne Scientific These are not fringe labs. These are core defense contractors and elite universities building the future of thought-controlled drones, instant team cognition, "active cyber defense" via brain links, and unstated population scale neural influence. The Video You Just Watched Ties Directly In: Historical RF/microwave mind control research (Moscow Signal era) showing decades of precedent. The U.S. Embassy in Moscow was irradiated with microwaves 1953-1976. Result: cancers, blood disorders, neurological issues in ambassadors and staff. U.S. responded with its own programs (PANDORA, BIZARRE) exploring behavioral effects of modulated RF. This is the foundation N3 builds upon... now refined to nanoscale precision. From MKULTRA to N3 and Beyond: - 1950s-1970s: CIA MKULTRA, OPERATION ARTICHOKE - LSD, hypnosis, electroshock, sensory deprivation on unwitting citizens. Parallel DoD RF studies on embassy staff and primates. - Moscow Signal: Soviets beamed microwaves at U.S. diplomats. U.S. studied effects secretly while developing countermeasures/weapons. - 1980s-2000s: Continued classified neuro-weapons research (memory modulation, crowd control via EM). - 2010s-Now: N3 + related programs (INI - Intelligent Neural Interfaces, NESD, SUBNETS, etc.). Public "for soldiers" framing hides dual-use: offensive neurowarfare, surveillance, behavioral modification. Key Players Exposed: - DARPA Biological Technologies Office - Architects. - Program Managers: like Al Emondi (N3). - Advisers like Dr. James Giordano (public admissions on nanoscale brain disruption as weapons). - Contractors: Battelle, Teledyne, PARC (Xerox), universities weaponizing academia. - Overarching: U.S. DoD, with likely Five Eyes/ international partners. Private sector bleed-over (Neuralink et al. are the civilian cover story). This is not "for veterans" or "helping paralyzed people." Primary focus: able-bodied warfighters for superhuman command of swarms, instant intel fusion, thought-speed hacking. Civilian applications = total surveillance/control. Nanoparticles can be aerosolized; breathed in unknowingly. They lodge in brain tissue and turn neurons into transceivers. Infrared/light can then read thoughts in real-time or write commands (insert images, emotions, "voices," behavioral urges). Combine with 5G/6G terahertz networks for remote activation. Genetic edits make brains "compatible" at population scale. This enables: - Remote mind reading (thought surveillance). - Behavior modification without consent. - "Havana Syndrome" on steroids... targeted neurological disruption. - End of privacy of thought. End of free will as we define it, as professed by Yuval Noah Harari at the World Economic Forum (WEF). - Weaponized neuroscience: neurowarfare where enemies "decide" to surrender via neural influence. WE NEED to be Demanding Answers for RIGHT NOW, or You, Your Children, Loved Ones, Friends, Family, you name it... Will not exist in the next 3-5 years, this is OPEN GENOCIDE on populations globally. The Georgia guidestones are starting to make a bit more sense now arent they? I won't even bother diving down the rabbit hole of how the real true genuine numbed of souls in this world was around the 730m, about 2 years ago... So that number is now much likely to be closer to around 660m. They are speeding up their human eradication plans, because they don't wish to be held accountable for their heinous, generational, outright satanic crimes that they have committed, are committing and will continue to commit to... If we fail to awaken to what is happening around us, and if we fail to stand together with courage, discernment, and unity, we risk surrendering the future of our species to forces that thrive on division, distraction, and indifference. This is not a work of fiction. This is not a screenplay. This is not a distant possibility reserved for some imagined future. This is REAL LIFE. AND THESE ARE REAL PEOPLE that are affected by the systems, institutions, incentives, and decisions that shape the world around us every single day. Throughout history, countless men, women, and children have suffered under structures that viewed human beings not as sacred and sovereign individuals, but as resources to be managed, exploited, controlled, or discarded. The question before us is whether we will remain passive observers, or whether we will choose to become informed, engaged, and united in defense of human dignity, freedom, and the future we leave to those who come after us. The time to pay attention is NOW! When did N3 achieve operational capability? 2020s? Earlier in black programs? How many citizens worldwide have already received nanotransducers via vaccines, aerosols, food/water, or "shedding"? Which governments/contractors are deploying this against their own populations for "social control"? Why the secrecy if it's purely benevolent? Giordano and others have admitted weaponization potential, What if the greatest illusion ever sold was not a product, a policy, or a political movement, but the belief that power is fully accountable to the people it governs? We are told that rights are sacred. We are told that laws apply equally to all. We are told that institutions exist to protect the public. Yet throughout history, countless examples reveal a different reality. Those entrusted with authority have often violated the very principles they were sworn to uphold. Too often, power protects itself. Too often, wealth purchases influence. Too often, those responsible for the consequences of their decisions remain insulated from the suffering those decisions create. This is not a condemnation of every individual within every institution. It is an observation about a recurring pattern throughout human history. When power becomes concentrated, accountability diminishes and when accountability diminishes, corruption flourishes. The challenge before humanity is not merely to replace one group with another... It is to create a society in which truth matters more than propaganda, principles matter more than profit, and human dignity matters more than power. A free society cannot survive on blind trust alone. It requires informed citizens willing to question, investigate, challenge authority, and hold every institution to the standards it claims to represent. The future belongs to those who refuse to surrender their capacity for independent thought. WE MUST EDUCATE OURSELVES. There comes a moment in every human life when the identities we have inherited, the assumptions we have accepted, and the countless narratives imposed upon us by family, culture, institutions, and society begin to reveal themselves as incomplete representations of who we truly are. At that moment, a choice presents itself... We may continue moving through life according to expectations that were handed to us by others, or we may begin the far more demanding process of discovering what remains when every borrowed certainty is stripped away. Approach God with complete honesty and without reservation. Abandon the need to appear strong, knowledgeable, spiritually accomplished, or self-sufficient. Speak openly of your confusion, your failures, your fears, your doubts, your exhaustion, your grief, your shortcomings, and your deepest questions. Acknowledge that despite all of humanity's achievements, despite all accumulated knowledge, despite every title, accomplishment, possession, and ambition, there remain mysteries that cannot be conquered through intellect alone... Admit where your own understanding has reached its limits and ask sincerely for wisdom beyond yourself. Then withdraw from distraction and remain present long enough to listen. The modern world has become extraordinarily skilled at monopolizing attention, filling every moment with noise, stimulation, entertainment, conflict, urgency, and endless streams of information that leave little room for contemplation. Yet beneath that noise exists a depth that can only be encountered through stillness. It is often within periods of silence, reflection, prayer, and sincere self-examination that many discover insights, convictions, direction, and understanding that could never have emerged amid constant distraction. What answers arrive may not always come as words. They may arrive as conviction, clarity, intuition, compassion, understanding, or an unmistakable awareness of the next step that must be taken. Understand that you have not become the person you are by accident. Every hardship you have endured has contributed to your formation. Every disappointment has shaped your perspective. Every loss has expanded your capacity for empathy. Every mistake has carried a lesson. Every success has revealed something about your character. Every betrayal, every setback, every period of loneliness, every moment of despair, every obstacle that seemed impossible to overcome, and every occasion upon which life reduced you to your lowest point has participated in the continual process of your becoming. Nothing has been wasted. If you are willing, release the assumptions that have convinced humanity that the sacred must always remain distant, unreachable, and separated from daily existence. Release the belief that truth belongs exclusively to institutions, authorities, hierarchies, or those who claim unique access to the divine. Release the notion that the presence of God is confined to specific locations, specific rituals, specific traditions, or specific individuals. Instead, consider the possibility that the divine presence permeates existence itself, expressing through every dimension of creation, through every act of compassion, through every sincere pursuit of truth, through every expression of love, through every lesson hidden within suffering, and through every living thing that has ever participated in the unfolding story of life. Consider the possibility that God is Not absent from the Human experience but Intimately Present within it, experiencing existence alongside US, sharing in Every Joy, Every sorrow, Every triumph, Every wound, Every question, and Every struggle that has accompanied Humanity from the beginning of recorded history until this present moment. The task before US is therefore Not merely to believe more deeply, but to seek more Honestly, to learn more diligently, to question more courageously, to listen more carefully, to Love More Completely, and to become ever more Aligned with the highest truth we are capable of perceiving. Accept Nothing Less than the Fullest Realization of the purpose for which You were created, and devote Yourself to that pursuit with every faculty of mind, Heart, and Soul that has been entrusted to You. and DO NOTHING LESS. Furthermore, What is the full integration with AI (predictive neural control loops)? How do we detect and neutralize these systems in ourselves and Loved ones? Who ultimately controls the master kill-switch on global neural networks? If thoughts are readable/writable, what remains of "human rights"? Are you already affected? How would you even know? Continue through the comprehensive thread below and explore the interconnected material in its entirety. Each post serves as part of a larger body of research, analysis, observations, and supporting information that cannot be fully understood in isolation. The broader picture emerges only through careful examination of the complete sequence and the relationships between the ideas presented throughout. Take your time. Follow the references. Examine the evidence. Consider competing perspectives. Draw your own conclusions. The deeper you venture into the material, the more context becomes available, allowing individual pieces of information to connect into a far more expansive understanding of the subjects being discussed. This Constitutes Crimes Against Humanity on a Planetary Scale! The desecration of the sovereign mind... the last true sanctuary. SHARE THIS THREAD RELENTLESSLY. Demand full declassification of N3 and all neurotech programs... IMMEDIATELY! Support independent researchers exposing dual-use Psinergy-solafide. Protect your mind: minimize EM exposure, detox protocols (research zeolite, saunas, etc. though incomplete), awareness as first defense, = Cures to cancer and all diseases, FREE BOOKS. The era of invisible tyranny is here. They can read your mind. And they can change it. Will you let them? Or do we rise as sovereign consciousness and shut this down NOW? Check my Page or Reach out to me via DM, to Join Thousands of Readers that have already chosen to Embark on the New, Un-forseen way forward. Get yourself a FREE copy of The Book of God's Grief, and The Book of God's Joy, Repost. Research. Resist. The Future of Humanity Depends on it. Related content for you to look in to: - CMU Team: - Historical Moscow/RF: Search declassified archives on PANDORA project. - Giordano clips and papers widely available. Let me know what you think, and SHARE THIS so that others may too! And if You see This post, Reposted... Click on it, Unpost and then Repost again. The knowledge is now yours. Use it. And if you're not already following Noah B. Price... What the heck are you doing?! I Agape You ALL, 🫂 - Noah B. Price 🤍 🪽 If you possess relevant information, research, documentation, personal experiences, data, or credible sources relating to any of the subjects discussed throughout this thread, please feel free to contribute them. Meaningful progress is often achieved through the collective sharing of knowledge, and thoughtful contributions from others can help expand, refine, challenge, or strengthen our understanding of complex issues. Likewise, if you ever find yourself in need of someone to speak with, whether regarding the material presented here or for any other reason, please do not hesitate to reach out. While I cannot promise an immediate response, I will do my best to reply as soon as circumstances permit and to offer whatever guidance, perspective, or assistance I am able to provide. If You or someone You know is facing significant health challenges, including serious illnesses such as cancer, You are also welcome to reach out. While I do not claim to possess all the answers, I have spent the past 2 decades studying a broad range of subjects related to health, wellness, research, and human biology, and I will gladly share any information, resources, or avenues of investigation that may be worthy of further exploration. No one is meant to carry every burden alone, and there is often value in sharing knowledge, experiences, and perspectives in the sincere hope of helping one another move toward greater understanding, healing, and well-being.

Noah B. Price

20,426 просмотров • 3 месяцев назад

TRUMP, THE ANTIKRYST? Pt 1 (Update 12/14/24) On 8/28/24 Donald Trump posts this video of a cross. What does that really mean, and why at exactly 11:11? Does anyone understand what the cross really is? It's an unfolded tesseract, also known as Metatron's Hypercube. Who is Metatron? It is one of Thoth's many names across the ages. He was also known as Hermes, son/daughter of Enki Lucifer. And while I've never had it explained to me in absolute detail, there is reason to believe this Anunnaki shape-shifting hybrid could be one and the same as Marduk Lucifer Satain. An awful lot of water has gone under this bridge since the Leviathans arrived 798k years ago, so each of the Babylonian fake gods could have thousands of different personas and names by this time. In any case, Marduk appears to be the leviathan that keeps reincarnating over and over as the savior of mankind. His/her most recent being the 'jesus' character that poses as if being Jesheua Sananda Melchizedek that is one of the guardian alliance team who came to restore the purity of the bloodline of the Human Elohim development that are in captivity here in the Tara earth simulation, and really could walk on water. Identity theft is always the middle names of all your captors. It is what they do to maintain control over the sheep. Like I've said countless times now, Sananda is not 'god' anymore than you are. He is not a savior of mankind, he is here on mission to help your avatar's vibration reach sympathetic harmonic resonance with the 4th dimension to help you escape. By having children with human females carrying very pure human DNA, those children will multiply and raise the vibration of the plane, making your chances that much better to make this ascension happening now. We do not worship Sananda, and unless you like playing subservient to others, you won't either. He is still here, and so are your captors. The ancient false gods of Babylon never left. They just keep taking different forms under different names, hiding in plain sight. They have MANY bodies here. Some are identical to each other, some look totally different. I know because I've met them and had them explain to me who they were in ancient times and what really happened that is totally unlike the his-story you've been told. Sometimes they allow you to know who they really are, such as they did in Babylon, but most of the time they're posing as regular people, just like you, so they can infiltrate human spaces, rise to positions of great influence and steer the masses. Who is Donald Trump? Do you know anyone alive who is more adored, more worshipped, more feared than the Donald? No. He's the most famous person alive. And why is that? Because he's the most perfect person on the plane? Hardly. He's also famous for grabbing women by the pussy. It is because he's using psychological manipulation he knows at a master-class level because he has unbroken recollection of his time across hundreds of thousands of lives. So his mental 'magic' is simply knowledge and wisdom humans could never possibly even understand, much less duplicate. It is a form of very powerful hypnosis. There is overwhelming evidence now that Trump is considered the king of earth as you will see in the masterpiece film by Good Lion Films. His 'capitulation tour' (THE GREATEST SHOW ON EARTH) in 2017-18 made it clear he's the one in charge. THE GREATEST SHOW ON EARTH Video: 👉 Not just this, but Trump was officially crowned the 'Messiah of Jerusalem' they had been waiting to return for thousands of years. That's right, this really happened. He is 'ben David' (son of King David). Something I know a bit about, since that's my avatar's bloodline I'm in here for mission reasons that has to do with the Co-Evolution BioRegenesis Treaty that gives 'J3wish' people a mechanism for ascension. [For more see my article: 👉 THE TWO CHRISTS] Trump, Messiah of Jerusalem Video: 👉 Trump is also a time traveler. Believe or don't believe, but I now have far more than just a few examples that prove this to be fact. He also has multiple other bodies he uses at the golf course, at rallies, and Mar-a-Lago that are clearly different weights, heights, ages. Here is one that is much older than the ones we see in the spotlight. Who has the technology to do all these things? The Anunnaki. Word has it that Trump has been working with the Anuhazi Elohim during his entry into politics. I would suggest he's been working with them for 798k years. They are known as the fallen angels, the original captors of this simulation. All the invader races (over 50 species) have been working together as a single team to enslave humankind since the hostage began over 1/2 billion years ago. I don't profess to know who each of these actors really were in the last drama, or Babylon, Greece, Rome and countless other eras, since, as mentioned, it is a 560 million year story involving quadrillions of events and dramas, but you likely understand what I'm trying to say is we're dealing directly with ancient gods here, not 'business men' or 'politicians'. These people held lightning in their hands last time they decided to let us see them for who they really are. Thoth could literally fly when he was using the name Hermes and there's no question he still can. As briefly reference above, the cross he released this morning is secretly the Nibiru Scalar Vibrational Mechanics platform called a tesseract or hypercube, in unwrapped form. If you fold it back into a 6-sided cube again, you're seeing the shape of the device that powers our counterfeit hologram. You will come to learn at some point that every geometric shape is an operating system, not just a form, called the Platonic Solids in science. Which is why grown men pilgrimage to Mecca to walk around the Kaaba, wearing a little black cube on their forehead. So don't think the cube cross is only worshipped in America. Metatron's Hypercube is used at CERN known as ALICE that keeps you inside an artificial reality called the 'Beyond The Looking Glass Chimera Reality Simulation'. Typically you'll hear the keeper refer to it as the Chimera Reality for short. All down through your current history, the cross has stood for purity, perfection, and hope that one day the savior would return and usher in a utopia, when in truth, it was the very symbol of your eternal enslavement. They keep rolling out this same savior trope, civilization after civilization, always with a different face of the program, but always the same hope. Hope, by the way, is a weaponized spell that was designed to keep you perpetually in bondage and trudging forward like a good little slave, doing your job because 'one day he will return and THEN by golly, he'll save us all'. These are all the same guy/girl. When Sananda (I'm not talking about the fake jesus here) said 'come out of her my peoples', he meant stop falling in line with the prison machine you're trapped in. Stop acquiescing to your own enslavement. I was told in person that humans 'have to rise up and take their world back or they will never move forward'. It means letting go of fear and stand up for what is right. Enslavement of any kind, is not that. The great deceiver will fool 'even the elect' is not a fictional claim in the M@sonic bible for entertainment. They have to tell you what they're doing in order to have you cast that reality they want to play out in your world. The person who wrote the bible also wrote demonology. [For more on this subject see my article 👉 THE SCIENCE OF PREDICTIVE PROGRAMMING and the 2ND COMING] Why would that be? Because the bible is the most elaborate talisman on earth that hypnotizes those who read it, enslaving their minds to passively accept the chimera reality, so when the simulation glitches, you will second guess yourself instead of the holographic world around you. "Did I just see a bird in the sky not flapping its wings and remaining perfectly still? Of course not, that's preposterous." ‘Mithra the Savior’ was gifted to T-Amerikaans (America) by Frédéric Auguste Bartholdi of France in 1886. Freddy was a 33rd degree (master) Freem@son and you now call Mithra your 'Statue of Liberty'. She is literally the symbol of this nation and is making her second coming at the time when the economy has been utterly destroyed, your politics have been weaponized against you, your courts have been utterly corrupted, your people have been openly attacked with bioweapons, your country flooded with 20m illegal aliens and your police have been defunded & refuse to arrest criminals. All by design and deliberately manufactured. Albert Pike, 33rd degree (master) Freemason stated: "Whenever the people need a hero, we'll supply him." Almost as if Freem@sons plan TO role out some very hard times to achieve a certain agenda. Oh, that's right, Pike also stated this: “We shall unleash the nihilists and the atheists and we shall provoke a great social cataclysm which in all its horror will show clearly to all nations the effect of absolute atheism; the origins of savagery and of most bloody turmoil. Then everywhere, the people will be forced to defend themselves against the world minority of the world revolutionaries and will exterminate those destroyers of civilization and the multitudes disillusioned with Christianity whose spirits will be from that moment without direction and leadership and anxious for an ideal, but without knowledge where to send its adoration, will receive the true light through the universal manifestation of the pure doctrine of Lucifer brought finally out into public view. A manifestation which will result from a general reactionary movement which will follow the destruction of Christianity and Atheism; both conquered and exterminated at the same time.” Sound familiar? If I were going to infiltrate a world & pose as the savior of the peoples that would be allowed to take the last tiny bits of freedom from them in return for pulling them out of a hellscape, I would first reduce them all to the most quivering and broken mess possible just shy of their death, and arrive like a knight in shining armor. Think a hundred-vehicle motorcade, 500 special-ops swat team & my own rolling hospital. When Trump had to go to court in New York it cost them something like $25m to lock down the city for 1 appearance. Nothing gets more high-profile than that anywhere. You've been under predictive programming since the day you were born for this time when the 'antichrist' would appear (that would 'loose his demons' and tear the world asunder), and also for the 2nd coming to 'save humanity' at the same time. But what you weren't told is these will secretly be the same person. Of course everyone will think it was "Barack" who brought about the destruction because Dolores Cannon alluded to it, but who is actually 'showing you a movie' right now while secretly holding the office of CIC and allowing millions of aliens across the border? Because he's your real border czar. This is Armageddon, you're in the 'little season of satan' (Satain). The 1000 years of heaven-like reign ended around 1893, and your entire life has been inside of what you could call hell, where you are literally surrounded by demons you believe are human because they look like you. You know more demons than you do humans. This is actual reality, not fiction. Take at look at Not Op Cue's article on the heavenly heritage of Trump, suggesting why he is the reincarnation of jesus. The evidence is overwhelming. The Lincoln Kahlooni Druze Minority Bloodline: The Jesus Strand Video 👉 11:11 I had just flown in from half way across the world to meet up with the keeper of the Tara earth simulation for a mission that would involve some of the most astonishing things I would ever live to see in this life. It was getting late and we were talking in a dark, cramped trailer that the keeper and crew had been reduced down to, illuminated only be a couple of small candles. They had been trapped in an area where they were not allowed to escape from by the Anunnaki hybrids. The dark agencies had frozen their bank accounts, forced them out of their compound and left them homeless for the past few years, on the run daily. My mission was to escort them away from that area to a safe space, as the others who had tried to break them free previously had been maimed and even killed. It took 2 years to pull off, 7 months of which living in a car, but the mission was successful. [That's a story for another time, when I am allowed to talk about it. It involved crazy metaphysical anomalies, black helos, giant venomous snakes (I know that sounds crazy, but the whole thing was way crazier than just that), a cross-leyline vortex acting as protection at the safe house we directly on top of, massive aerial DEW attack, fire tornadoes and 'celestial' escorts. None of this is fiction, just to be totally clear.] I was extremely interested in duplicate numbers on my clocks I was seeing 2-3x everyday and wanted to know what they meant. As the words were coming out of my mouth about this, in the relative darkness suddenly my phone lit up all by itself for no reason with the time in large numbers at 11:11pm, apparently to prove to the keeper I wasn't making this phenomenon up. What is that? I was told duplicate numbers are a distraction, to not give them mind, as it is just numerology the system uses in what I took to mean it is part of the complex mechanism of our simulation that hypnotizes us to keep us from being clear and aware to decipher the holographic illusion around us. The more awake we are, the more the system will flash out 3:33 or 11:11 to put you back to sleep by distracting you from the moment that is taking place in front of you. Such as when the most heralded man in the world shares a video depicting a giant cross which insinuates the 2nd coming of the christ (the Kryst or Krystos, is the series title of the Human Elohim eternal-life bloodline and is not 'a guy'). Discernment is more critical now than any other time since you were born. Pay attention, keep your vibration high and know that the next step is you moving on to the next level of the simulation where Lucifer and Satain will no longer be part of your world. This is but a short time to test which path you want to take moving forward is all. It is the 'sifting' phase of humanity at the end of the final long-cycle of human evolution. If you resonate in fear, hate, anger, you lose. React in love, appreciation, kindness and compassion and never give in to the devolution. You can do this. See my article 👉 THE WORLD TOMORROW for more on what to expect moving forward into your next experience. And yes, you always move on to a new experience, because you're an eternal spirit essence having a human experience in this one drama. The dramas never run out or get too boring, because there are trillions of ways to stage 'living a mortal life'. For more on the separation, see my articles: 👉THE SEPARATION 👉DESTINATIONS AFTER THE SEPARATION 👉THE SURGICAL SEPARATION OF THE 2 PLANES See the second part to this thread in my article: 👉TRUMP, THE ANTIKRYST PT 2 On X, to search for my articles, simply type in the name of the piece, enter one space, then from: & my username in parenthesis such as shown here: THE HISTORY OF THE CHIMERA PT 1 (from:iontecs_pemf) Off-site, you can look up any of my writings through this link below for my other more than 100 recent articles and many thousands of comments on X, regularly updated thanks to Justin This message will only be seen by your eyes if not shared, and if you want to reference this article again later, you will need to cut and paste it in your own notes off line, as it will surely be erased. This is the most accurate translation of these events I am aware of at this time.

W.R. Schock, QBD

133,049 просмотров • 1 год назад

A wild bobcat. Cold, open water. A body that was never built for this. This is an animal that can kill a deer. The water was about to beat it anyway. Watch the video first. Then read on. What happens in the final seconds is the reason I can't stop thinking about it. . Some clips you watch. Some clips you feel in your chest for an hour afterward. This is the second kind, and I want to explain exactly why, because once you understand what you are actually looking at, you will never watch it the same way again. This is a long one. Every section ends with something that makes the next one worth it. Stay with me. . 01 // THE COLDEST MATH IN THE WILD Let's start with something nobody tells you about water. Water is a thief. It pulls heat out of a living body up to 25 times faster than air at the same temperature. Not a little faster. Twenty-five times. It is the reason a cold day is uncomfortable and a cold swim is an emergency. Now put that math on an animal wearing a fur coat. Fur works because of what is trapped inside it: air. Thousands of tiny pockets of warm air held against the skin. The air is the insulation. The hair is just the scaffolding that holds it in place. Soak that coat and the air is gone. What was a winter jacket becomes a wet towel wrapped around the body. It is heavy. It drags. It bleeds heat at the exact moment the animal can least afford to lose it. And swimming is not free. A cat does not swim the way an otter swims. Otters are engineered for it: dense waterproof fur, webbed feet, a body shaped like a torpedo. A bobcat is engineered for something completely different. Every stroke burns fuel it does not have, while every second in the water drains the fuel it already has. That is the trap. Heat goes out. Energy goes out. Nothing comes in. In humans, the first minute in cold water triggers what physiologists call the cold shock response: a gasp reflex, a spike in heart rate, panicked breathing. Then comes the slow part, where muscles and nerves cool down and stop doing what you tell them. Animals do not get an exemption from physics. Bodies are bodies. Survival experts who study cold water use a simple frame for humans, the 1-10-1 rule. One minute to get your breathing under control after the initial shock. Ten minutes of meaningful muscle function before your limbs start refusing orders. About an hour before hypothermia becomes the real threat to life. Now shrink the body. A smaller body has more surface area for its mass, which means it sheds heat faster. Those human numbers are a generous best case. For a 20-pound animal, the clock runs quicker. So when you see a wild animal in water it did not choose, you are not looking at a swimmer. You are looking at a countdown. Here is the part that should bother you: the animal does not know it is a countdown. It only knows that it has to keep moving, and that stopping is not an option, and that there is nothing solid anywhere. Hold that thought. Because the next thing I am going to tell you is why this particular animal is the last one you would expect to be in that position. . 02 // THE "BIG HOUSE CAT" LIE Somewhere along the way, someone decided a bobcat is basically a large housecat with attitude. Somebody was wrong. Let's do the numbers. A typical house cat weighs 8 to 10 pounds. Most adult bobcats land somewhere between 15 and 30 pounds, with big males pushing past that. That is two to three times the mass, and none of it is soft. It is wire and spring: long hind legs built to launch, shoulders built to hold, claws that retract and reset like a trap. By widely cited estimates, a bobcat can cover roughly 10 feet in a single leap. That is not a pounce. That is a projectile. It hunts the way the best hunters do: by being patient past the point where patience seems reasonable. It picks a spot. It goes still. It waits, sometimes for a very long time, until the world arranges itself into a single clean opportunity. Then it ends the situation in a second. Rabbits and hares are the staple. Mice, voles, squirrels, birds. But here is the detail that changes how people talk about them: bobcats have been documented taking down deer, animals much larger than themselves, particularly in harsh winters when deer are weakened. Think about what that means. This is a creature that routinely wins fights against animals that outweigh it. It has ear tufts that scientists still argue about. It has a ruff of fur around the face like a lion in miniature. It has a stubby tail, four to seven inches long, that gave the animal its name. It has a spotted coat that is essentially camouflage for dappled light, and, useful fact, the spot pattern is different from one animal to the next, which is how researchers identify individuals on trail cameras. And it has a voice. Purrs, hisses, growls, and a night scream that has been mistaken for a human in distress by people who did not know what they were hearing. So this is who we are talking about. Not a pet. Not a pushover. One of the most efficient small predators on the continent. Which is what makes the situation in this video so strange. Because everything I just told you about strength, speed and pride goes quiet when the ground disappears. . 03 // THE ANIMAL YOU HAVE PROBABLY WALKED PAST Here is a fact that should feel a little unsettling. Bobcats are one of the most widespread wild cats in North America. Their range stretches across the lower 48 states, into southern Canada, and down into Mexico. Forests, swamps, deserts, mountains, the ragged edges of suburbs. They are adaptable in a way that very few predators are. And yet most people, including people who have lived their entire lives near them, have never seen one. That is not an accident. Bobcats are solitary, shy, and mostly active around dawn and dusk. They live in the margins. They move through your world at times you are not looking, and they have made avoiding you into an art form. A bobcat's entire survival strategy is to see you first and never be seen. Which means any video of one, let alone a close, unhurried, unguarded look at one, is rare. Wildlife photographers wait years for angles like this. Researchers set up cameras and come back to empty memory cards. Now think about what it takes for a wild bobcat and a human being to end up in the same small space, with the animal not running. The animal has to be in a situation where running is no longer possible. That should give you chills. Because it is not a heartwarming meeting. It is what happens when a very proud animal has run out of options. And what happens next is the part that does not add up, which is exactly where the next section starts. . 04 // THE PART THAT DOES NOT ADD UP Predators do not do calm. A wild animal's nervous system is a hair trigger. When something big and unfamiliar closes in, the body floods with adrenaline and cortisol, and the decision tree is short: fight, flee, or freeze. Every instinct it has been born with says a large, upright, two-legged creature is the most dangerous thing in the environment. So when a wild animal is calm around humans, there are only a few explanations, and none of them is "it decided to trust us." Sometimes the animal is habituated, meaning it has lived near people so long it has stopped treating them as a threat. Sometimes the animal is so depleted, cold, hurt or exhausted that its body has quietly shut down the option to fight. Biologists have a name for one version of this: tonic immobility, a kind of involuntary freeze in which an animal goes still and unresponsive when escape seems impossible. And sometimes it is a mix of all of it, in ways science is still working out. Here is the line I want you to remember, because it will save you from a lot of bad internet takes: Do not confuse calm with consent. Stillness is not friendship. A quiet animal is not a tame animal. And some of the most dramatic moments in wildlife rescue come not from the fight, but from the moment the body stops fighting and everyone has to figure out what that actually means. There is even a documented condition, capture myopathy, in which the sheer stress of being restrained can damage a wild animal's muscles and organs badly enough to kill it, sometimes hours or days after the event, with no visible wound at all. Handling stress is a real cause of death in wildlife work. That is why professionals move slowly, keep things dark and quiet, and treat every second of contact like it costs something. Which means that in a situation like this, the difference between a good outcome and a tragic one can be invisible to the naked eye. That is what makes the footage so tense to watch if you know what to look for. And I am going to tell you exactly what to look for. But not yet. First I need you to understand how unlikely it was that anyone was there at all. . 05 // NATURE HAS NO AUDIENCE Almost everything that happens in the wild happens unwatched. Think about that for a second. Billions of small emergencies, every single day. Animals slipping, trapped, lost, starving, stranded. A fawn separated from its mother. A bird with a broken wing. A predator that misjudged a jump by an inch. Almost none of it is ever witnessed by anyone. No camera. No rescuer. No witness. It simply happens, and then it stops, and the world continues as if nothing occurred. For a rescue to happen, a chain of things has to line up. Somebody has to be in the right place. Somebody has to be looking in the right direction. Somebody has to notice a small, wet, dark shape in a huge moving surface, and understand what it is. Somebody has to decide to act rather than say "huh" and keep going. And somebody has to actually know how to help without making it worse. Break any single link and the story ends before it starts. Every viral rescue video you have ever seen is a chain like that, where all the links happened to hold. I think that is why these clips hit differently than almost anything else online. They are not just proof that an animal survived. They are proof that the chain can hold. That in a world that mostly does not look, sometimes someone does. The cold math says this animal had little time. The odds say nobody should have been there. And yet. I keep circling that "and yet." . QUICK PAUSE Before we go deeper, a small experiment. Without scrolling back up, answer this in your head: how long was the animal in that water before anyone noticed? Got a number? Now hold it loosely. The truth about time in a moment like this is that it never feels like what it is. Seconds stretch. Minutes vanish. Nobody in a crisis has an accurate clock. Keep your number. We will come back to it. . 06 // WHY YOUR BRAIN CANNOT SCROLL PAST THIS Let's zoom out, because this is the part that fascinates me professionally. In 2012, two Wharton researchers, Jonah Berger and Katherine Milkman, studied thousands of New York Times articles to figure out what makes online content spread. Their finding was not what most people expected. Positivity helped, but what mattered even more was how much physical arousal a piece of content produced. Awe, anger and anxiety, all high-arousal emotions, made people share. Sadness, which is low-arousal, made people stop. Now look at a clip like this through that lens. It has anxiety: will the animal make it? It has awe: this is a wild predator, close enough to see the texture of its fur. It has relief, and something bigger than relief. Psychologist Jonathan Haidt has a word for that bigger thing: elevation. It is the warm, expanding feeling you get when you witness someone behaving with unexpected goodness. It is the emotion that makes people want to be better, to call their mother, to do something kind. It is exactly the kind of emotion that makes people hit share before they have even finished watching. And then there is the mechanism behind the hook itself. In 1994, the behavioral economist George Loewenstein described what he called the information gap theory of curiosity: curiosity is the discomfort of noticing a gap between what you know and what you want to know. The bigger the gap, and the closer you feel to closing it, the harder it is to look away. That is what I did in the first three lines of this post. I gave you a wild animal, a disaster, and an unanswered question. Your brain has been carrying that open loop ever since. You cannot un-notice it. You can only close it. That is not a trick. It is how attention has worked since the first campfire story. The only difference now is that the campfire fits in your pocket and never goes out. There is one more thing, and it may be the most important one. Animals do not perform. They cannot posture for a camera, hide their fear behind a joke, or spin the story afterward. Their reactions are uncut. In an internet made mostly of people curating themselves, a wild animal reacting honestly to a moment is about as authentic as content gets. And in a feed that is ninety percent outrage, ten percent ads, and the occasional argument about sandwiches, a clip that is about competence and kindness feels like finding cold water in a desert. So no, it is not weird that you cannot look away. It would be weirder if you could. . 07 // 15 BOBCAT FACTS THAT CHANGE HOW YOU SEE THE CLIP You now know what the water does and what the animal is. Here is the rest of the file, fast. 1. The scientific name is Lynx rufus. "Rufus" means reddish. The animal has been carrying a color-coded label for centuries. 2. It is the most common wild cat in North America, which makes how rarely people see one even more remarkable. 3. Bobcats are ambush hunters, not chasers. They win by patience, not by endurance. Long chases are not their thing, and long swims are definitely not their thing. 4. Yes, bobcats can swim, and they do it when they have to: crossing rivers, fleeing danger, following prey. But it is a tool of last resort, not a hobby. 5. Kittens are born in spring, usually in litters of two to four, and the mother raises them alone. Dad is not part of the picture. 6. A kitten's eyes open at around a week and a half old. It will stay with its mother for most of its first year before heading off to find a territory of its own. 7. Young bobcats leaving home can travel dozens of miles looking for a place to settle. That means young animals are the ones most likely to end up somewhere unfamiliar, in situations nothing in their short lives prepared them for. 8. Bobcats mark territory with scent, scrapes and scratched trees. Their world is written in a language we mostly cannot read. 9. When they cannot finish a meal, they often cover the leftovers with leaves, snow or debris and come back for it later. Forward planning, from a cat. 10. They climb trees and use them for escape and lookout. If a bobcat ever wanted to get out of a situation, vertical was its first idea. 11. Their ear tufts are still debated. Camouflage? Hearing? Communication? Nobody has a definitive answer, and I love that. 12. Bobcat and Canada lynx are cousins, not twins. Lynx have longer ear tufts, bigger paws for snow, and a fully black-tipped tail. A bobcat's tail is black only on top of the tip, like someone dipped a paintbrush and stopped halfway. 13. Coat color changes by region. Desert animals run pale and sandy. Northern animals run darker and grayer. Same species, different wardrobe. 14. A bobcat is not closely related to a cougar. It belongs to the Lynx genus. The cougar belongs to another. When people call it a "baby mountain lion," a biologist somewhere loses a year of their life. 15. In the wild, life is often short and hard. Many bobcats do not make it to ten years old. In captivity, they can live far longer. Which tells you what the wild costs, every single day, on top of everything else. Fifteen facts. One conclusion. Every one of these facts describes an animal built to survive. Which is exactly why watching one in trouble is so hard to forget. . 08 // SIX MYTHS ABOUT WILD CATS AND WATER Since we are here, let's clear up some things. MYTH 1: All cats hate water. FALSE. Tigers swim. Jaguars swim. Fishing cats literally dive for a living. The idea that cats are universally water-averse comes from house cats, and even that is a generalization. Plenty of wild cats are comfortable in water. It is not fear of water. It is that most cats do not choose it unless there is a reason. MYTH 2: If an animal can swim, it is safe in water. FALSE. Being able to swim and being able to survive in water are two different skills. Temperature, distance, current, exhaustion and time all matter. A strong swimmer can lose to cold long before it loses to drowning. MYTH 3: A tough predator does not need help. FALSE. Toughness is not immunity. Predators die of exposure, injury and exhaustion all the time. Being at the top of a food chain does not mean being at the top of every situation. MYTH 4: A calm wild animal is a friendly wild animal. FALSE. We covered this. Calm can mean cold, tired, hurt or in shock. It does not mean safe to touch. MYTH 5: Wild cats attack people constantly. FALSE. It is the opposite. Bobcats avoid people so well that many humans go a lifetime without seeing one. Encounters that end badly are extremely rare, and most involve an animal that is sick, cornered or handled. MYTH 6: Rescue is easy. FALSE. Rescue is the visible five percent. Underneath it are timing, knowledge, restraint, risk and an enormous amount of luck. Six myths. Not one of them survives contact with the footage. . 09 // THE SECOND HALF OF EVERY RESCUE Here is something the clips never show you. Getting the animal out is the first half of the story. The second half is quieter, slower, and matters just as much. When a wild animal ends up in professional hands, the priorities are almost the opposite of what your instincts tell you. Warmth, calm, darkness and silence come first. Then a medical check for injuries, dehydration and hypothermia. Then, if all goes well, recovery in a space where the animal sees as little of humans as possible. Yes, as little as possible. Good rehabilitators deliberately avoid cuddling, talking to, or bonding with wild patients, because an animal that gets comfortable around people is an animal that struggles to survive once it goes back out there. The goal is never a rescued pet. The goal is a released predator. And when it is possible, animals are often returned to the area where they were found, because that is the territory they know: the routes, the hiding places, the food, the neighbors. So the real happy ending of a wildlife rescue is not a hug. It is a door opening, and an animal walking through it without looking back. Hold on to that image. It will matter in a minute. . 10 // PLEASE DO NOT TRY THIS I am going to be blunt, because the comment section will not be. Every time a clip like this goes viral, thousands of people write some version of "I would have grabbed it too" or "I want to keep it." Please do not. A wild bobcat is not a pet. It is a wild predator with claws, teeth, and a nervous system built to treat contact as an attack. Even a small, exhausted, seemingly docile animal can injure a person badly in a fraction of a second. Bites and scratches from wildlife can carry infection. Rabies in bobcats is uncommon, but it is real, and that is not a gamble you take on a hunch. And as we covered, the danger runs both ways. The stress of being handled can hurt or kill a wild animal even when nobody meant it any harm. In many places it is also illegal to keep or transport wild animals without permits, which means the well-intentioned rescuer can end up in a legal mess and the animal can end up worse off. So what should you do if you ever find a wild animal in trouble? Keep your distance. Keep noise and movement low. Do not try to pick it up, feed it, or warm it up yourself. Call your local wildlife agency, animal control, or a licensed wildlife rehabilitator, and follow their instructions. They do this for a living. They know what the animal needs, and what it does not. Love wildlife the right way: at a distance, with respect, and through the phone number of someone qualified. The best rescue stories are the ones where the animal gets to go back to being wild. Which brings me to the ending. . 11 // HOW TO WATCH THIS VIDEO Here is my one request. Do not watch it on autopilot. Before you press play, decide what you think is going to happen. Make a prediction, honestly. Then watch, and see how wrong you were. Keep your eyes on the animal, not on the people. Watch the eyes. Watch the ears. Watch the moment the animal has to decide what it wants to do. Wildlife tells you everything if you know where to look, and it does not lie. Pay attention to the way the whole tone of the clip shifts as it goes on. The first seconds and the last seconds feel like two entirely different films. And carry these five questions with you while it plays: Why is a predator this strong not fighting? What does an animal like this actually feel in a moment like that? How many other animals never get this chance? What would you have done in that spot, honestly? And what is the very last thing the bobcat does? Only one of those has an answer you can see with your own eyes. And remember the door I mentioned, the one that opens and the animal that does not look back? Keep that picture in your head while you watch. See how close reality gets to it. And stay to the last frame. There is a reason I told you the ending matters. A second watch will show you things the first one hides. . 12 // THE THREE RULES EVERY WILDLIFE PROFESSIONAL LIVES BY If you spent a week with people who do this work for a living, you would hear the same three ideas over and over. Rule one: the animal comes before the story. Good professionals never put a camera ahead of the patient. The best footage in the world is worthless if it costs the animal something. Rule two: distance is a form of kindness. The closer you get, the more stress you add. The most respectful thing you can do for a wild animal is usually to do less, from farther away, and let it be what it is. Rule three: success means the animal does not need you anymore. Not gratitude. Not a bond. Not a photo with a cute caption. Success is independence. Notice how that flips the usual story. In most human stories, success is being needed. In wildlife, success is being forgotten. . 13 // IF YOU ONLY REMEMBER FIVE LINES Screenshot this if you want to. I would. 1. Water steals heat 25 times faster than air, and a wet coat stops working. 2. A bobcat is an ambush predator with the strength of an animal twice its size, and none of that helps when the ground disappears. 3. Do not confuse calm with consent. 4. Almost everything in nature happens unwatched. That is why the times someone looks matter so much. 5. The best ending to a wild rescue is an animal that walks away on its own. . 14 // THE REAL REASON I POSTED THIS We spend a lot of time online being told the world is getting worse. Sometimes it is. But there is another truth underneath, one that rarely trends: in a random moment, on an ordinary day, with no cameras and no audience and nothing to gain, someone looked, someone cared, and something wild got another chance. Remember the number you guessed earlier, the seconds or minutes in that water? It turns out it does not matter. What matters is that somebody noticed at all. That is the whole post. Not a miracle. Not a spectacle. Just a small, stubborn piece of evidence that the chain can hold. If it moved you even a little, that is not weakness. That is the part of you that still works. If this landed for you, here is what to do: Reply with one word for how you felt watching it. Just one. I read them. Repost it for the person in your life who says they do not care about animals. Watch what happens to their face. Bookmark this thread-that-is-not-a-thread for the next time your feed makes you tired of everything. And follow me if you want more clips that make you feel something real, plus the stories behind them, without the fluff. One last thing. You made it to the bottom of a very long post. That means something. It means you are the kind of person who stays for the ending. Now go back to the video, press play, and stay for the last frame. P.S. If you scrolled straight to the bottom to see how this ends: the video is attached to this post. The ending is in the video. Nothing I write can replace it, and I would not want it to. P.P.S. Drop your prediction in the replies before you press play: what does the bobcat do in the very last seconds? Then come back after and tell me how wrong, or how right, you were. I will pin my favorite.

Earth Unveiled

52,412 просмотров • 6 дней назад

Moneytaur study blueprint 🗺️ The process I used to go from not knowing what an order block is to pulling cash from the crypto markets in under 6 months using 🎯 Master concepts. Proof of performance, past 120 days👇 Start date: 09/03/2025 Requirements: - A PC/laptop - Wifi - A basic understanding of trading. ( What candlesticks are, how to actually place trades , etc ) - A free mind - Time or the ability to free up time. Starting: - Structure and routine - Stick to that routine + Pre mortem plan. - Notion / Obsidian setup. The first thing you need to create is a clear routine moulded around how you intend to approach this very large and complex task. This will not be linear and you will naturally adapt it as you progress but especially in the beginning some resemblance of structure each day is vital. This is an individual process but it is important to understand from the beginning that this will require a majority of your free time assuming you work a full time Job or study as a student. For me in the beginning this looked like: - Wake up at 6:30. - Shower - Study/work for 1h 45m before leaving for work. - 09:00 -> 17:00 work - 17:30 Exercise / Train - Eat - 19:00 resume study/work - 22:30 Start to wind down and get ready to sleep. It changed several times over the months and especially now I am full time but this is irrelevant, the only thing that matters is sticking with what you choose. Whatever your own routine may look like, it is important to understand it will inevitably require sacrifice. --- The next thing once you have established a draft framework of your routine is ensuring you will actually stick to that routine. Something I implemented which I found particularly beneficial was the concept of a Pre-Mortem plan. This involves creating several scenarios of a future in which you have failed and working backwards from each of these to find where it went wrong. Here is a video which explains it fully: When I did this I came up with 3 scenarios as well as prevention and cure for each. In the 6 months that followed each scenario presented at some point but I was able to catch them early due to having done this. The last thing is to not over complicate this, don't hyper focus on systems and loose momentum optimizing each detail. Just ensure you do the fucking work. I was a little guilty of the above at times, trying to craft the perfect routine. In reality the person who just gets up, drinks too much coffee and works his ass off out performs the workflow perfectionist who visualizes and repeats affirmations, any day of the week. --- Next you need somewhere to store your notes, journal your trades and build your knowledge. For me this was Obsidian but I have also used Notion before and it is an equally viable option. Whichever one of these you choose be warned you will inevitably want to bang your head against a wall trying to use them for the first few days, but they will both click pretty quick and are 100% better options the word document or paper alternative. Here is my full obsidian setup tutorial: Here is a link to MisterPA 's notion Journal: Here is how I create "Meta-Notes" using obsidian: The process: - How I did it. - How I would do it if doing it again. Now I did things the "hard way" and manually worked my way back through each of MT's tweets starting in 2021, reading every one and logging those that I felt where relevant. You can see in my first post: the very first system I used to do this. I quickly adapted though after about a week and focused less on just logging each relevant tweet but trying to find and focusing on those which contained the most information. There where a lot of charts I looked at then skipped over because especially at the start of his timeline they contained little useful information and my time was better spent finding those where there was something to decode. Now this does not mean skip out on "work" just use your time efficiently. -- If however if I was to start from the beginning again with the goal of levelling up technical understanding as quickly as possible I would take a different approach. To start with I would familiarise myself with all relevant SMC concepts, I have linked the best free recourses for this below 👇 CryptoChase beginner friendly index: Barncore's "The Moneytaur Way" series: Gian's Trading bootcamp playlist: Following this I would then work through all of Taur's subscription posts working backwards, recreating his charts and taking notes on his logic. The subscription feed has the highest value density and least noise. Video example of my notes from his subscription posts 👇: --- Okay so now once you have a basic understanding of concepts and can re-recreate them on charts of your own it is time to put this in to practice. The next step is vigorous backtesting, you can use the trading view tool but I think trade Zella offers a more use friendly option if you pay for the subscription. Especially as it allows you to change timeframes without skipping ahead to candle close time of the timeframe you change too ( like Trading view does ) *my only note would be that their LTF/Micro TF data feed with be different to brokerage charts you will use on Trading view, to start with though you should not be going low enough that this is an issue. When you backtest in this context, treat it like real trading. That means journal and logging like you would if real cash was on the line. Take time, do not rush and focus on quality. Stick to BTC, ETH, Major FX pairs or indices as these assets are less reliant on confluence, backtesting a shitcoin is near useless as whether levels work or not will be highly dependent on Majors PA. Go on HTF, scroll back a couple years and try not too look at chart while doing so and then begin. Start with HTF analysis and work down to 2H or wherever you feel comfortable, chart it fully and then identify setups. Make rough notes / plans and then press play, execute the setups as they hit, log and journal trade management as well as observations and key notes. It is very important to not cheat when you do this, do not skip back and adjust your stoploss because it hit by 0.1%, do not skip back and adjust plan because you missed a block and your TP got frontrun. Instead these are the things you journal, embrace these mistakes because they are the cheapest mistakes you are going to make. Grind this, do it for hours, put some music on and enjoy. To start with focus on HTF's, as you get better and start netting $ on paper you can drop the timeframes and increase the difficulty. HTF = Normal, MTF = Medium, LTF = Hard. Even if you do not intend to day trade, learning how to read the lower TF's that force you to think faster, harder and prepare you for lower win rates / loss streaks can greatly improve your ability on higher TF's. While you are doing this as you start to have concepts click you now want to build up your real trading experience, take a sum of money that you care about but will be okay loosing and dedicate this to live trading. Start taking real trades and expect net losses in the beginning. This is where you will make you 2nd cheapest mistakes. This is also where you can begin to learn about your psychology. You may encounter some elements already in backtesting but the real market is where true colours really start to show. Mental issues are inevitable and part of the game, get used to them and start working to identify and fix them. Reading and applying books like Trading in the Zone and Mental Game of Trading are important and will help a lot but there is no easy fix, for some stuff you I believe you just have to get used to it and it goes away with experience. Losses suck at the beginning but after you loose 100 times you starting getting pretty numb to it, same goes for the winners. To accelerate the learning process, build connections and get advice there is also always the option of private groups, while I never personally chose this route and committed to learning everything through my own endeavours there is no denying that having nearly all the information you need structured and compiled in one place is valuable and can save time. Beyond this having access to real time thoughts and opinions of profitable traders can accelerate performance, however it carries the risk of being a double edged sword if not used properly, if relying on it like a crutch and using it as a substitute for real work you will not succeed. With that said if you take it for what it is, a learning opportunity then I believe it can be very beneficial. I am not a member of, nor affiliated with any paid group. There are now many options available within the community, all run by different people with different styles, tailored to different needs. If I was to make a recommendation though, as a non-member, it would be Albert & Co's 618'ers simply due to the diversity in styles of the traders running it and results I have seen from members I know personally. It is important that as you start to trade with real capital you reduce noise in your social feeds or eliminate it all together. You do not need 5 different opinions, you also do not need 2 people telling you the same thing in their own way so you feel re-assured. What you do need is to develop your independent thinking as a trader and be comfortable making different decisions to others, even traders ahead of yourself if it fits with your system or understanding of market. Taur here is perhaps an exception as this is who you are learning from but down the line a real test of your own ability and independence will be being able to stick with your own plan even when it differs from his. Don't get me wrong, counter trading him is retarded but you must learn to adapt his gift to your own style. This will make sense at some point. The next stage is taking your understanding of specific concepts to higher level as you simultaneously snowball experience. Look back through your journal and review where you lost money and made money, do not over extrapolate from a small sample but start to take notes and observe if trends in performance emerge. This is the beginning of the transition to self reliance, you now understand the strategy but must learn for yourself when and where it works. Here you can also learn more nuanced secondary concepts such as VSA, orderflow etc and add these to your game where appropriate. Do NOT get lost in the sauce though and remember mastery of basics is key. IMO a big focus should be understanding correlation thoroughly but especially on HTF's this is the most important thing and what triggers the majority of large swings where most of your cash will be made and losses recovered. Some people will disagree with me here but IMO you should also not be *focusing* on Odd TF's. These are secondary at best and most people overweight their significance leading to avoidable losses while wondering why price did not care about their 327minute Breaker Block which they think is the key to the market. Study Taurs feed and take note of how he mostly uses: 3M, 1M, 3W, 2W, 1W, 5D, 4D, 3D, 2D, 1D, 12H, 8H, 6H, 4H, 2H, 1H, 30m, 15m + micro time frames. The only thing left is time and repetition, you must show up each day and really do this, for months. Maybe you start to see result's, you catch your first key swing and where able to trade where others froze. Congratulations. Learn from these winners and repeat the actions. Find what assets work best for you, find your style, refine and grow. --- The last thing I will include is a short list of tools or links that can be helpful. - Trading view tutorial: - Dictionary: - Market news Calendar: --- Thank you too all those who have read this, I hope this has been helpful for the beginners who want to start but are just not sure how. 🫶 Don't just bookmark this and move on, start 🙃

Ace

45,752 просмотров • 10 месяцев назад

TRUMP, THE ANTIKRYST? On 8/28/24 Donald Trump posts this video of a cross. What does that really mean, and why at exactly 11:11? Does anyone understand what the cross really is? It's an unfolded tesseract, also known as Metatron's Hypercube. Who is Metatron? It is one of Thoth's many names across the ages. He was also known as Hermes, son/daughter of Enki Lucifer. And while I've never had it explained to me in absolute detail, there is reason to believe this Anunnaki shape-shifting hybrid could be one and the same as Marduk Lucifer Satain. An awful lot of water has gone under this bridge since the Leviathans arrived 798k years ago, so each of the Babylonian fake gods could have thousands of different personas and names by this time. In any case, Marduk appears to be the leviathan that keeps reincarnating over and over as the savior of mankind. His/her most recent being the 'jesus' character that poses as if being Jesheua Sananda Melchizedek that is one of the guardian alliance team who came to restore the purity of the bloodline of the Human Elohim development that are in captivity here in the Tara earth simulation, and really could walk on water. Identity theft is always the middle names of all your captors. It is what they do to maintain control over the sheep. Like I've said countless times now, Sananda is not 'god' anymore than you are. He is not a savior of mankind, he is here on mission to help your avatar's vibration reach sympathetic harmonic resonance with the 4th dimension to help you escape. By having children with human females carrying very pure human DNA, those children will multiply and raise the vibration of the plane, making your chances that much better to make this ascension happening now. We do not worship Sananda, and unless you like playing subservient to others, you won't either. He is still here, and so are your captors. The ancient false gods of Babylon never left. They just keep taking different forms under different names, hiding in plain sight. They have MANY bodies here. Some are identical to each other, some look totally different. I know because I've met them and had them explain to me who they were in ancient times and what really happened that is totally unlike the his-story you've been told. Sometimes they allow you to know who they really are, such as they did in Babylon, but most of the time they're posing as regular people, just like you, so they can infiltrate human spaces, rise to positions of great influence and steer the masses. Who is Donald Trump? Do you know anyone alive who is more adored, more worshipped, more feared than the Donald? No. He's the most famous person alive. And why is that? Because he's the most perfect person on the plane? Hardly. He's also famous for grabbing women by the pussy. It is because he's using psychological manipulation he knows at a master-class level because he has unbroken recollection of his time across hundreds of thousands of lives. So his mental 'magic' is simply knowledge and wisdom humans could never possibly even understand, much less duplicate. It is a form of very powerful hypnosis. There is overwhelming evidence now that Trump is considered the king of earth as you will see in the masterpiece film by Good Lion Films. His 'capitulation tour' in 2017-18 made it clear he's the one in charge. 👉 Not just this, but Trump was officially crowned the 'Messiah of Jerusalem' they had been waiting to return for thousands of years. That's right, this really happened. He is 'ben David' (son of King David). Something I know a bit about, since that's my avatar's bloodline I'm in here for mission reasons that has to do with the Co-Evolution BioRegenesis Treaty that gives 'J3wish' people a mechanism for ascension. [For more see my article: THE TWO CHRISTS] 👉 Trump is also a time traveler. Believe or don't believe, but I now have far more than just a few examples that prove this to be fact. He also has multiple other bodies he uses at the golf course, at rallies, and Mar-a-Lago that are clearly different weights, heights, ages. Here is one that is much older than the ones we see in the spotlight. Who has the technology to do all these things? The Anunnaki. Word has it that Trump has been working with the Anuhazi Elohim during his entry into politics. I would suggest he's been working with them for 798k years. They are known as the fallen angels, the original captors of this simulation. All the invader races (over 50 species) have been working together as a single team to enslave humankind since the hostage began over 1/2 billion years ago. I don't profess to know who each of these actors really were in the last drama, or Babylon, Greece, Rome and countless other eras, since, as mentioned, it is a 560 million year story involving quadrillions of events and dramas, but you likely understand what I'm trying to say is we're dealing directly with ancient gods here, not 'business men' or 'politicians'. These people held lightning in their hands last time they decided to let us see them for who they really are. Thoth could literally fly when he was using the name Hermes and there's no question he still can. As briefly reference above, the cross he released this morning is secretly the Nibiru Scalar Vibrational Mechanics platform called a tesseract or hypercube, in unwrapped form. If you fold it back into a 6-sided cube again, you're seeing the shape of the device that powers our counterfeit hologram. You will come to learn at some point that every geometric shape is an operating system, not just a form, called the Platonic Solids in science. Which is why grown men pilgrimage to Mecca to walk around the Kaaba, wearing a little black cube on their forehead. So don't think the cube cross is only worshipped in America. Metatron's Hypercube is used at CERN known as ALICE that keeps you inside an artificial reality called the 'Beyond The Looking Glass Chimera Reality Simulation'. Typically you'll hear the keeper refer to it as the Chimera Reality for short. All down through your current history, the cross has stood for purity, perfection, and hope that one day the savior would return and usher in a utopia, when in truth, it was the very symbol of your eternal enslavement. They keep rolling out this same savior trope, civilization after civilization, always with a different face of the program, but always the same hope. Hope, by the way, is a weaponized spell that was designed to keep you perpetually in bondage and trudging forward like a good little slave, doing your job because 'one day he will return and THEN by golly, he'll save us all'. These are all the same guy/girl. When Sananda (I'm not talking about the fake jesus here) said 'come out of her my peoples', he meant stop falling in line with the prison machine you're trapped in. Stop acquiescing to your own enslavement. I was told in person that humans 'have to rise up and take their world back or they will never move forward'. It means letting go of fear and stand up for what is right. Enslavement of any kind, is not that. The great deceiver will fool 'even the elect' is not a fictional claim in the M@sonic bible for entertainment. They have to tell you what they're doing in order to have you cast that reality they want to play out in your world. The person who wrote the bible also wrote demonology. [For more on this subject see my article 👉 THE SCIENCE OF PREDICTIVE PROGRAMMING and the 2ND COMING] Why would that be? Because the bible is the most elaborate talisman on earth that hypnotizes those who read it, enslaving their minds to passively accept the chimera reality, so when the simulation glitches, you will second guess yourself instead of the holographic world around you. "Did I just see a bird in the sky not flapping its wings and remaining perfectly still? Of course not, that's preposterous." Mithra the savior was gifted to T-Americaans (America) by Frédéric Auguste Bartholdi of France in 1886. Freddy was a 33rd degree (master) Freem@son and you now call Mithra your 'Statue of Liberty'. She is literally the symbol of this nation and is making her second coming at the time when the economy has been utterly destroyed, your politics have been weaponized against you, your courts have been utterly corrupted, your people have been openly attacked with bioweapons, your country flooded with 20m illegal aliens and your police have been defunded & refuse to arrest criminals. All by design and deliberately manufactured. Albert Pike, 33rd degree (master) Freemason stated: "Whenever the people need a hero, we'll supply him." Almost as if Freem@sons plan TO role out some very hard times to achieve a certain agenda. Oh, that's right, Pike also stated this: “We shall unleash the nihilists and the atheists and we shall provoke a great social cataclysm which in all its horror will show clearly to all nations the effect of absolute atheism; the origins of savagery and of most bloody turmoil. Then everywhere, the people will be forced to defend themselves against the world minority of the world revolutionaries and will exterminate those destroyers of civilization and the multitudes disillusioned with Christianity whose spirits will be from that moment without direction and leadership and anxious for an ideal, but without knowledge where to send its adoration, will receive the true light through the universal manifestation of the pure doctrine of Lucifer brought finally out into public view. A manifestation which will result from a general reactionary movement which will follow the destruction of Christianity and Atheism; both conquered and exterminated at the same time.” Sound familiar? If I were going to infiltrate a world & pose as the savior of the peoples that would be allowed to take the last tiny bits of freedom from them in return for pulling them out of a hellscape, I would first reduce them all to the most quivering and broken mess possible just shy of their death, and arrive like a knight in shining armor. Think a hundred-vehicle motorcade, 500 special-ops swat team & my own rolling hospital. When Trump had to go to court in New York it cost them something like $25m to lock down the city for 1 appearance. Nothing gets more high-profile than that anywhere. You've been under predictive programming since the day you were born for this time when the 'antichrist' would appear (that would 'loose his demons' and tear the world asunder), and also for the 2nd coming to 'save humanity' at the same time. But what you weren't told is these will secretly be the same person. Of course everyone will think it was "Barack" who brought about the destruction because Dolores Cannon alluded to it, but who is actually 'showing you a movie' right now while secretly holding the office of CIC and allowing millions of aliens across the border? Because he's your real border czar. This is armageddon, you're in the 'little season of satan' (Satain). The 1000 years of heaven-like reign ended around 1893, and your entire life has been inside of what you could call hell, where you are literally surrounded by demons you believe are human because they look like you. You know more demons than you do humans. This is actual reality, not fiction. Take at look at Not Op Cue's article on the heavenly heritage of Trump, suggesting why he is the reincarnation of jesus. The evidence is overwhelming. 👉 11:11 I had just flown in from half way across the world to meet up with the keeper of the Tara earth simulation for a mission that would involve some of the most astonishing things I would ever live to see in this life. It was getting late and we were talking in a dark, cramped trailer that the keeper and crew had been reduced down to, illuminated only be a couple of small candles. They had been trapped in an area where they were not allowed to escape from by the Anunnaki hybrids. The dark agencies had frozen their bank accounts, forced them out of their compound and left them homeless for the past few years, on the run daily. My mission was to escort them away from that area to a safe space, as the others who had tried to break them free previously had been maimed and even killed. It took 2 years to pull off, 7 months of which living in a car, but the mission was successful. [That's a story for another time, when I am allowed to talk about it. It involved crazy metaphysical anomalies, black helos, giant venomous snakes (I know that sounds crazy, but the whole thing was way crazier than just that), a cross-leyline vortex acting as protection at the safe house we directly on top of, massive aerial DEW attack, fire tornadoes and 'celestial' escorts. None of this is fiction, just to be totally clear.] I was extremely interested in duplicate numbers on my clocks I was seeing 2-3x everyday and wanted to know what they meant. As the words were coming out of my mouth about this, in the relative darkness suddenly my phone lit up all by itself for no reason with the time in large numbers at 11:11pm, apparently to prove to the keeper I wasn't making this phenomenon up. What is that? I was told duplicate numbers are a distraction, to not give them mind, as it is just numerology the system uses in what I took to mean it is part of the complex mechanism of our simulation that hypnotizes us to keep us from being clear and aware to decipher the holographic illusion around us. The more awake we are, the more the system will flash out 3:33 or 11:11 to put you back to sleep by distracting you from the moment that is taking place in front of you. Such as when the most heralded man in the world shares a video depicting a giant cross which insinuates the 2nd coming of the christ (the Kryst or Krystos, is the series title of the Human Elohim eternal-life bloodline and is not 'a guy'). Discernment is more critical now than any other time since you were born. Pay attention, keep your vibration high and know that the next step is you moving on to the next level of the simulation where Lucifer and Satain will no longer be part of your world. This is but a short time to test which path you want to take moving forward is all. It is the 'sifting' phase of humanity at the end of the final long-cycle of human evolution. If you resonate in fear, hate, anger, you lose. React in love, appreciation, kindness and compassion and never give in to the devolution. You can do this. See my article 👉 THE WORLD TOMORROW for more on what to expect moving forward into your next experience. And yes, you always move on to a new experience, because you're an eternal spirit essence having a human experience in this one drama. The dramas never run out or get too boring, because there are trillions of ways to stage 'living a mortal life'. For more on the separation, you can search these article titles here on X, just add (from:iontecs_pemf) after the title to bring it right up. 👉THE SEPARATION 👉DESTINATIONS AFTER THE SEPARATION 👉THE SURGICAL SEPARATION OF THE 2 PLANES This message will only be seen by your eyes if not shared, and if you want to reference this article again later, you will need to cut and paste it in your own notes off line, as it will surely be erased. This is the most accurate translation of these events I am aware of at this time.

W.R. Schock, QBD

145,211 просмотров • 2 лет назад

There is a version of this story happening right now, less than a mile from wherever you're sitting, and you will never hear about it. No headline. No siren. No witness. Just an animal, alone, learning the hardest lesson there is — that the world does not owe you anything, not even a glance. I want to tell you what nobody tells you about that moment. Not the cute part. Not the part that gets stitched into a 40-second clip with music over it. The part before. The part that makes the "after" mean anything at all. Because right now, somewhere, there's a creature deciding whether it's worth trusting a human again. And the answer it lands on depends entirely on something almost nobody is willing to give: three uninterrupted seconds of attention from a stranger who has every reason to keep walking. Most people don't. Let's talk about why. — There are an estimated 200 million stray dogs alive on this planet right now. Not homeless in the sentimental, Instagram-caption sense. Homeless in the literal, biological, every-single-day-is-a-negotiation-with-death sense. No steady food. No shelter from freezing nights. No one who notices if they don't show up tomorrow. Most of them will never be rescued. Most of them will never be fed by the same hand twice. Most of them will live an entire life — birth to death — without a single moment of being chosen. Sit with that for a second, because the internet has trained us not to. We've turned "sad dog content" into a genre. A scroll-past category. Thumbnail of a skinny animal, sad music, three seconds of your attention, then gone — replaced instantly by a recipe video or a guy ranking fast food fries. The tragedy became wallpaper. That's not a criticism of you. It's what happens to any horror once it becomes ambient. Once it becomes background noise, it stops registering as an emergency, even though it still is one. So when I tell you this story is different, I need you to actually believe me, because I know exactly how many times you've heard that before. — Here's the part that never makes it into the caption: rescuing a street animal is not a moment. It's a negotiation, and the animal is not on your side yet. An abandoned or feral dog does not see a human crouching down with food as "help." It sees a predator closing distance. Every ounce of its nervous system is screaming the same instruction that's kept it alive this long — don't trust anything that walks on two legs, because the last few times you did, it went badly. That fear isn't irrational. It's earned. Somewhere in that animal's short, brutal life, a hand reached toward it and didn't mean kindness. Maybe it was a rock. Maybe it was a boot. Maybe it was just indifference, which after enough repetition starts to feel like the same thing. So when someone finally does kneel down with something to offer, the dog's brain doesn't know the difference — not yet. It runs the same threat calculation it always runs. Flinch. Freeze. Calculate the fastest route away. That's not stubbornness. That's survival software running exactly as designed. Which is why the people who actually manage to close that gap are doing something most of us radically underestimate. They're not performing an act of cuteness for a camera. They're overriding a nervous system that has been trained, through repeated trauma, to treat them as the enemy — using nothing but patience, stillness, and time they didn't have to spend. That's the real skill in every one of these videos you've ever watched. Not the rescue itself. The waiting before it. — I think about the psychology of that first contact a lot, because it explains almost everything about why some rescues "take" and others don't. There's a very specific sequence that has to happen, in order, or the whole thing collapses: First, the animal has to notice you without immediately fleeing. That alone can take minutes of someone crouched low, not making eye contact, letting the dog control the distance. Then it has to associate your presence with something other than danger — usually food, but sometimes just the absence of a threat, which for a street animal is its own kind of gift. Then, and only then, does it consider closing the distance itself. Not because you pulled it in. Because it chose to. That third step is everything. A rescue built on force — grabbing, cornering, dragging — produces an animal that complies out of exhaustion, not trust. It might come home with you, but it will flinch at every sudden movement for months, maybe years, maybe forever. A rescue built on the animal's own decision to close the gap produces something completely different. It produces a dog that, weeks later, will run toward the sound of your voice instead of away from it. The difference between those two outcomes is invisible in a ten-second clip. It's the difference between a dog that tolerates you and a dog that loves you. And it's decided entirely in that first excruciating window where nothing dramatic is happening at all — just a human staying still long enough for fear to lose its grip. — Here's an uncomfortable truth: most people who say they'd "totally rescue a stray if they saw one" wouldn't. Not because they're bad people. Because rescuing an animal off the street is inconvenient in a hundred small ways nobody plans for. You need time you didn't budget for your day. You need to not be squeamish about proximity to something that might be injured, matted, sick, or all three. You need somewhere to actually take it — which, if you don't already have a plan, is a bigger logistical problem than people assume. You need money for a vet visit that could reveal something expensive. You need to be willing to have your entire schedule hijacked by a creature that has no way of explaining what's wrong with it. Most people, faced with all of that, in real time, standing on a real sidewalk, keep walking. Not out of cruelty. Out of the same instinct that makes all of us protect our own bandwidth. We tell ourselves someone else will handle it. We tell ourselves it looked fine, probably. We tell ourselves this isn't our emergency to fix. And then some people don't do that. Some people stop. I don't think stopping makes someone a hero in the way that word gets thrown around online. I think it just means, in that specific moment, their instinct to intervene beat their instinct to protect their own convenience. That's rarer than it should be. It's also learnable — which is the actual point, if you're paying attention. — Let's talk about what happens after the rescue, because this is the part almost every viral clip skips entirely, and it's the part that actually determines whether the story has a happy ending or just a happy thumbnail. An animal that has spent its life on the street doesn't walk into a house and understand it's safe now. Safety isn't something you can announce. It has to be proven, repeatedly, over weeks, in a hundred small ways that never make it into a highlight reel. It has to learn that a raised hand isn't a threat. That a closed door isn't a trap. That footsteps approaching while it's eating don't mean the food is about to be taken away. That being touched doesn't have a catch. Every one of those lessons has to be relearned from zero, because everything this animal knew before told it the opposite. There's a phase rescuers talk about — sometimes called the "decompression period" — where a newly rescued animal essentially goes quiet. Not calm. Shut down. It's not trust yet. It's shock wearing the costume of calm. The real test comes weeks later, when the shock wears off and the animal's actual personality starts to surface for the first time — sometimes for the first time in its entire life. That's when you find out who they really are underneath the survival mode. That's the moment that actually matters, and it's almost never the moment that gets filmed. — I keep coming back to one specific detail that I think explains why stories like this hit people so much harder than almost any other kind of content on this entire platform. It's not the suffering. Suffering alone doesn't make people watch — it makes people scroll past, because suffering with no resolution just feels like being handed a weight you can't put down. What makes people stop, rewatch, send it to three friends, is the moment the weight lifts. The moment you can physically see, in real time, an animal recalibrate its entire understanding of what humans are capable of. That recalibration is not subtle if you know what you're looking at. There's a specific shift in body language — the tail that was tucked starts to loosen. The ears that were pinned back start to lift. The distance the animal maintains on its own starts shrinking, inch by inch, on its own timeline, not yours. And then, somewhere in there, without any single dramatic moment you could point to, the animal stops behaving like something that's surviving you and starts behaving like something that belongs with you. That transition — from surviving to belonging — is, I'd argue, one of the most purely satisfying things a human being can watch. It taps into something almost pre-verbal. We recognize it as proof that broken trust is repairable. That's not really a story about a dog. That's a story we need to believe is true about everything. — There's also a version of this that's uncomfortable to say out loud, so I'll just say it. A lot of us watch these videos because we're looking for evidence that gentleness still works. That patience still pays off. That you can meet something scared and defensive with nothing but calm and consistency, and eventually it softens. In a year where everyone's nervous system feels a little bit like that street dog — flinching at things that aren't actually threats anymore, bracing out of habit, trusting slowly if at all — watching an animal get talked down from that exact state, successfully, by another living thing that simply refused to give up on it, hits something that a lot of us are quietly starving for. I'm not saying that to be poetic. I'm saying it because I think it's the actual, unspoken reason this kind of footage travels the way it does. It's not really about the dog. The dog is just the vehicle. What people are actually responding to is proof — visual, undeniable, twenty-seconds-long proof — that damage isn't necessarily permanent. That the right kind of patience can undo things that looked unfixable. We don't get a lot of proof of that in our actual lives. So we take it where we can find it. — Something else worth saying: not every rescue attempt works. Not every stray lets you close the distance. Some run and keep running. Some bite out of pure terror, not malice, and the person who was trying to help walks away injured and the animal walks away just as scared as before, now with one more reason to distrust the next hand that reaches out. I bring this up because I don't want to romanticize this into something that always goes right, because that's not honest, and it undersells how much genuine skill and restraint it takes when it does go right. The rescues that actually succeed are not lucky accidents. They're the result of someone reading an animal's body language correctly in real time, knowing exactly when to advance and when to freeze, when to make themselves smaller and less threatening, when to simply wait it out instead of forcing contact. That's not something you can fake for a camera. Animals — especially traumatized ones — are remarkably good at detecting performance versus genuine calm. They can tell the difference between someone projecting patience and someone who has actually run out of urgency. The ones who succeed at this over and over aren't lucky. They've built an actual, specific skill set around reading fear and dismantling it piece by piece, without ever forcing the process. — I want to talk for a second about the moment right before everything changes, because it's the part that, if you've never watched it happen, you genuinely cannot imagine correctly in your head. It is not dramatic. That's the first surprise. There's no swelling music in real life. There's no slow-motion. It's usually just a long, quiet stretch of almost nothing — a person sitting still, at a distance, doing something deliberately boring, like looking at their phone or eating something themselves, specifically so the animal doesn't feel cornered by direct attention. And then, at some point that you almost miss if you blink, the animal takes one step closer that it didn't have to take. That one step is the entire story. Everything before it was setup. Everything after it is consequence. But that one specific, voluntary step — the moment an animal that has every biological reason to keep running decides, instead, to close the distance itself — is the actual turning point, and it happens in near silence, which is exactly why it never gets the attention it deserves in how we talk about these stories. I think that's actually the most important thing I can tell you about all of this. The transformation everyone loves to watch doesn't start with the dramatic rescue. It starts with an almost invisible decision, made entirely by the animal, in a moment so quiet you could miss it if you weren't paying attention. Which, maybe, is the whole reason to actually pay attention. — There's a specific kind of after-photo that circulates constantly — the glossy, healthy, groomed, collar-wearing "after" that gets paired with the gaunt, matted, terrified "before." And I understand why that pairing is compelling. It's the entire emotional arc compressed into two frames. But I think that format quietly does something a little dishonest, even with good intentions. It suggests the transformation is a before-and-after event, like a renovation. It wasn't. It was hundreds of small, unglamorous, repetitive moments — feeding at the same time every day so the animal learns to expect it, sitting on the floor at the dog's level instead of looming over it, letting it approach a hand instead of reaching for it, ignoring the flinching instead of reacting to it, doing all of that again the next day, and the day after that, for weeks, with no guarantee it was working, until one day it just obviously was. The "after" photo isn't a finish line. It's a snapshot taken somewhere in the middle of an ongoing relationship that the animal is still, in its own way, negotiating and renegotiating for the rest of its life. Trust, once broken that badly, doesn't fully heal into "as if it never happened." It heals into something more like a scar — strong, functional, permanently part of the shape of the thing, but never quite erased. That's not a sad ending. If anything it's a more honest, more impressive one. It means every calm moment afterward is a choice being made, over and over, by an animal that has every historical reason not to make it. — If you've made it this far, here's the actual reason I'm telling you all of this instead of just posting the clip with a caption and letting the algorithm do the rest. I think we've gotten too good at consuming this kind of story passively. We watch it, we feel something for eleven seconds, we hit like, we move on, and none of it changes anything about how we actually behave the next time we're standing on a sidewalk and something scared and hungry looks at us and then looks away, expecting nothing. I don't think the point of a story like this is to make you feel something and then forget it by the time you finish your coffee. I think the point is to recalibrate, even slightly, what you think is possible when patience is applied to something that fear has convinced everyone else is a lost cause. That recalibration is useful for a lot more than just how you think about stray animals. Every single one of us is, in some corner of our life, the person crouched on the sidewalk trying to close a gap of trust that has every logical reason to stay open. A relationship you damaged. A kid who's stopped opening up to you. A version of yourself you burned bridges with years ago and have been too proud to approach directly. The mechanics are eerily similar. Fear that's earned doesn't dissolve because you want it to. It dissolves because someone — sometimes you — shows up consistently enough, calmly enough, for long enough, that the old threat model finally stops matching the new evidence. That's not a metaphor I'm forcing onto this for effect. It's just what the footage actually demonstrates, if you watch it as data instead of just content. — So here's what I'd ask of you, genuinely, before you scroll past this the way you've scrolled past a thousand things exactly like it. Watch the clip. Not with the sound off while you read something else. Actually watch it, start to finish, and pay attention to the parts that aren't dramatic — the stillness, the waiting, the small, almost boring moments that are doing all the actual work while nothing "happens" on screen. That's where the real story lives. The dramatic bits are just the punctuation. And then, if it moves you even slightly, do something with that feeling that outlasts the eleven seconds it took to feel it. You don't need to adopt a street animal tomorrow to make this mean something. You need to remember, the next time you see something scared and alone and easy to walk past, that the gap between "someone should really help that" and actually helping is smaller than it feels, and almost always just requires you to be willing to stop moving for slightly longer than is convenient. That's it. That's the whole ask. Stop moving for slightly longer than is convenient. It's a small thing to ask. It's also, apparently, one of the rarest things a person can offer another living creature. Which is exactly why, when someone actually does it, and you get to watch what happens next, it's impossible to look away. Go watch it. Then watch it again, and pay attention to the part you skipped the first time — the quiet part, right before everything changes, where absolutely nothing looks like it's happening at all. That's the part that actually matters. — One more thing, because I think it gets lost in almost every conversation about rescue stories, and it's the thing that actually kept me thinking about this for days afterward instead of scrolling past it the way I scroll past everything else. We talk about these stories like the animal is the only one being changed. Like the human just shows up, does a kind thing, and walks away unaffected, and the dog is the one who gets transformed. That's not actually how it works, and I think pretending otherwise is why so many of us watch these clips and feel moved but never actually go do anything about it ourselves. The truth is that closing that gap changes the person just as much as it changes the animal. You cannot spend weeks reading fear correctly, adjusting your own behavior in tiny increments to avoid triggering it, slowing yourself down to a pace that has nothing to do with your own schedule and everything to do with someone else's nervous system, without that reshaping something in you too. Patience like that isn't a personality trait some people are born with and others aren't. It's a muscle. And the only way to build it is by using it on something that can't explain itself to you in words, that can only tell you whether you're getting it right through body language you have to actually learn to read. That's a skill almost nobody practices anymore, because almost nothing in modern life rewards it. Everything is built for speed. Instant replies. Instant gratification. Instant resolution. And then, every so often, life hands you something that flatly refuses to move at your pace — a scared animal, a grieving friend, a kid mid-tantrum, a relationship that's been quietly damaged for years — and you realize how out of practice you are at simply waiting, without forcing, without rushing, without needing the outcome right now. I think that's part of why these stories keep circulating no matter how many times we've already seen a version of them. They're not just heartwarming. They're a rehearsal. A low-stakes, safe way to practice believing that slow, patient, undramatic effort actually produces results — because we don't get a lot of other places in modern life where that belief gets reinforced so clearly, so visibly, in under a minute of footage. — I also want to be honest about something that's easy to gloss over in a post like this: not everyone who watches a rescue story is capable, right now, of doing a rescue themselves. Maybe your building doesn't allow pets. Maybe your finances are already stretched thin. Maybe you're barely holding your own life together and the idea of taking on a scared, possibly sick animal that needs weeks of specialized patience feels like one more thing you cannot carry right now. That's fine. That's real. I'm not writing any of this to guilt anyone into a life decision they're not equipped for. There are other ways this matters that have nothing to do with bringing an animal home. Local shelters almost always need supplies before they need adopters — blankets, food, basic vet supplies that add up fast and rarely get donated. Fostering exists specifically for people who can offer weeks instead of years. Sharing accurate information about a specific rescue organization does more good than most people assume, because visibility is often the actual bottleneck, not willingness. And sometimes the most useful thing you can do is exactly what you're doing right now — actually watching, actually absorbing what these situations really require, instead of consuming them as disposable content and moving on within four seconds. None of that is as satisfying as the image of scooping up a shaking animal off the street and changing its whole life in one dramatic gesture. But most of what actually saves these animals isn't dramatic. It's unglamorous, repetitive, and quiet — supplies restocked, fosters who show up on a Tuesday for no audience at all, donations that never get filmed. The stories that go viral are the visible tip of an enormous amount of invisible, unphotographed effort that never gets a single like. — I'll say one last thing and then I'll actually let you go watch this instead of reading about it. Every single time one of these stories works — every time an animal that had every reason to give up on humans decides, on its own timeline, to trust one anyway — it's proof of something that's easy to stop believing in as you get older. That gentleness is not weakness. That patience is not naivety. That showing up consistently, with no guarantee it'll work, is still worth doing, because sometimes, not always, but sometimes, it's the only thing that ever does. I don't think that's a small thing to be reminded of. I think it might be the actual reason none of us can look away from these, no matter how many times we've seen the shape of this story before. So go watch it. You already know why. — And if you're the kind of person who's already scrolled to the bottom of a post this long about a stray dog you haven't even seen yet, I already know something about you. You're not here for the aesthetics. You're not here because a thumbnail looked cute. You're here because some part of you is still keeping score on whether the world is capable of gentleness, and you're collecting evidence one clip at a time, whether you'd admit that out loud or not. That's not naive. That's not soft. That's actually one of the more disciplined things a person can do — refusing to let cynicism become the default setting, refusing to accept "that's just how it is" as a permanent verdict on anything, animal or otherwise. Every time you watch one of these all the way through instead of scrolling past, you're casting a small, private vote for the idea that patience still works, that broken trust is repairable, that showing up matters even when nobody's filming the part where it's boring. Keep collecting that evidence. The world runs short on it more often than it should. Watch the video. Then go be the person who stops. Not because it'll trend. Not because anyone's watching whether you do it or not. But because somewhere between the sidewalk and the years that come after, that one decision to stop moving is the entire difference between a life that ends unnoticed and a life that gets to start over. Most of the time nobody claps when it happens. Nobody films the ordinary Tuesday afterward. It just quietly becomes true, and stays true, for the rest of that animal's life — because one person, once, decided that inconvenience was a price worth paying. That's the whole story, really, dressed up in whatever specific details this particular video happens to show you. Go see them for yourself.

Earth Unveiled

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