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The new TUCSON comes equipped with advanced human-centric technology to make your life easier. لجعل حياتك أسهل، تم تجهيز توسان الجديدة بأحدث التقنيات لضمان راحتك. #ThenewTUCSON #TUCSON #Hyundai #SUV #Dynamic #توسان_الجديدة #توسان #هيونداي #سيارة_دفع_رباعي #ديناميكية

8 条评论

عابد سلطان💍🩵. 的头像
عابد سلطان💍🩵.1 年前

ماشاءالله

UNPLUGGED PERFORMANCE 的头像
UNPLUGGED PERFORMANCE2 年前

Every aspect of the UP-05 is designed to take your Tesla to new heights. Shop now from $3,595 per set.

Mo 的头像
Mo1 年前

Hyundai is ignoring serious safety issues within my cars under warranty , for me" Hyundai promise " is fake , they didn't listen to me , they didn't reply to my comments, only 22000 km and suffering ,shall I ignore my serious safety incidents , shall car give code to fix ?

Mo 的头像
Mo1 年前

لدي تجربة اقل ما توصف انها مريعة مع سيارة هيونداي ، الوكالة ترفض اصلاح مشاكل بمحرك سيارتي تسير فقط ٢٦ الف كم تحت الضمان ، تجربة سيئة جدا ٦ مرات دخول للوكالة في شهرين , 5 إصلاحات في 5 شهور ولم يتم اصلاح كل الأعطال والمشاكل مستمرة ويرفضون إصلاحها

الوافي 的头像
الوافي1 年前

كم اسعار سيارة توسان

صالح الصقر 的头像
صالح الصقر1 年前

نحتاج سيارات كهربائية بالكامل

abdullah al-Humidan 的头像
abdullah al-Humidan1 年前

@HyundaiME اشتريت هونداي إلنترا 2024 وارد الصين، والوكيل بالسعودية رفض يشملها بالضمان بحجة إنها مو خليجية! السيارة جديدة وتحت ضمان المصنع. رقم الهيكل: LBECNAFD4RZ435995 أرجو إفادتي بموقف الضمان داخل السعودية. وشكراً

abdullah al-Humidan 的头像
abdullah al-Humidan1 年前

اشتريت هونداي إلنترا 2024 وارد الصين، والوكيل بالسعودية رفض يشملها بالضمان بحجة إنها مو خليجية! السيارة جديدة وتحت ضمان المصنع. رقم الهيكل: LBECNAFD4RZ435995 أرجو إفادتي بموقف الضمان داخل السعودية. وشكراً

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A Message to the World I have something deeply important to share with you. I hope you’ll listen, and I hope you share this with others. The world has changed drastically and with every day we are rapidly moving into an unknown world that we have never experienced. We have entered an era where technology is no longer just a casual tool, it has become a force that shapes our thoughts, our actions, and our very sense of reality. Our dependence on it has grown, and with that dependence comes a silent, unseen battle for control. The very country in which you live, thousands, hundreds of thousands and millions died to protect, they stood in front of bullets and bombs to give you the life that you enjoy. They didn’t know you, but they believed in your way of life and the life they wanted for the people in your nation. Do not be kind to the people that try to take that away from you. Be anything but kind. In The past, governments fought wars with weapons, invading nations, shedding blood to claim power and control. Then came the wars of influence where no bullets were needed, only the installation of puppet regimes that served foreign interests while pretending to serve their people. Now, we face a new kind of war. A war of the mind. Disinformation and manipulation have become the weapons of choice. No longer do oppressors need to march armies across borders to control the people of nations that they cannot reach to invade. Instead, they infiltrate through screens, social media, and news outlets, slowly shaping public opinion, radicalizing individuals, and bending reality itself. It reaches you through your screens, your devices, and the media you consume. It is funded by those who do not wish to liberate, but to manipulate. Those who do not see democracy as a right, but as an obstacle and something to be weakened, controlled, and ultimately, destroyed so they can have their way with your world and use you to their benefit. It speaks to and affects you, it speaks to your children and warps their minds as they grow at their most crucial time, discuss the world with them and find out about how they feel about the world around them, it affects your family members, your friends and the people you work with. The goal is simple: to make you believe in leaders who do not serve you but serve the interests of those who wish to control and divide. To make you vote for those sympathetic to the causes of dictators and tyrants. They spread information designed to turn allies into enemies, to turn neighbors against each other, to fracture nations from within. They radicalise individuals, not with weapons, but with words and stories that twist reality, distorting truth, and feeding the chaos that ensues. We have an obligation, not just as citizens of our countries, but as human beings, to ensure that the world does not fall victim to those who seek to control and destroy it through these technologies. Right now, I will not speak about the sides in which I stand, or the governments I support and the ones which I do not. But I will say, the things that I believe in, I spend time, or should I say, I invest time into myself and to knowledge to ensure the things i believe are true. You must be aware. You must question everything. The most important battle is no longer fought on the fields, it is fought in your mind, in your choices, in the voices you choose to trust. Always seek second opinions, do not trust the sources you rely on every day, dig deeper. And when judging the ones you follow, look at the things they do, not what they say. When you see that something is not right in the world, do not turn away. We have a duty to fight with awareness and truth. Those who gave their lives for the freedoms we enjoy today fought believing they stood on the right side of history. They sacrificed for a vision of a world where truth could thrive. And they left that to you to protect now they are gone. The fight for truth begins with you. Stay aware. Me and you... We might not agree, but if we all try to seek real truth, then as humans we will eventually and naturally find ourselves on the same side. We have to find our way back to humanity. We have to fight against the right enemies. I will leave it to you to find out who they are. Find your own truths. But make sure that they are true. I will leave this with you.

Bricktop_NAFO

37,790 次观看 • 1 年前

100k people came to Barcelona for MWC in Feb 2025. The lecture hall couldn't accommodate them all, but fortunately there is a video of my keynote and the 1:1 fireside chat with David McClelland 4YFN. I started with the 1st AI pioneer of the 20th century, the Spanish engineer Torres y Quevedo, who built the 1st working chess end game player in 1914. I mentioned the first deep learning (1965) and neural AIs that set themselves their own goals (which have existed in my lab since 1990). Fast-forward to 2025: AI has greatly improved, however, the only AI that works well is AI in the virtual world behind the screen, e.g., LLMs such as ChatGPT. But LLMs are not good enough for AGI: no AGI without mastery of the real world! Future physical AIs won't learn like ChatGPT by downloading the web, no, they'll learn by creating self-invented experiments to improve their world models, like babies and scientists - see our artificial curiosity since 1990. Currently, however, the best robots are humans - a human hand is super-advanced technology, no man-made tech comes close. How long will it take to bridge this gap? My old timeline: over 13 billion years ago, the Big Bang; 13 million years ago, the first hominids; 13 thousand years ago, civilization starts. And now, within the next few years, another revolutionary period of only 13 years may begin, perhaps bringing more subjective change than the past 13 thousand years, or the past 13 million years, or the past 13 billion years. What will drive it? Not just self-replicating and self-improving software, no, self-improving hardware! AI-controlled general-purpose robots that can learn to operate all the machines and tools currently operated by humans will also be able to build/operate/repair the machines required to make more of those robots: the ultimate form of scaling - a new kind of life that can expand where biological life can't. We also talked about human augmentation and cyborgs, the tremendous commercial pressure towards "good AI," and AI for weaponry (no, we can't stop that). At the moment, the only ones who are making lots of money are those who combine hardware & AI in a way that's hard to replicate (Delvitech pitch). Nevertheless, AI is getting cheaper and cheaper, and there will be AI∀ (AI for all): all the trends are working in favor of the little guy, not in favor of the large software companies, who are becoming more like utilities, with enormous capex and greatly shrinking free cash flows. Today, 1 year later, with #MWC26 coming up, many others have started to worry about that, too :-)

Jürgen Schmidhuber

19,825 次观看 • 5 个月前

Self-Evolving AI : New MIT AI Rewrites its Own Code and it’s Changing Everything | Julian Horsey, Geeky Gadgets TL;DR Key Takeaways : - MIT’s SEAL framework introduces “self-adapting language models” that autonomously enhance their capabilities by generating synthetic training data, self-editing, and updating internal parameters. - SEAL’s self-adaptation process mirrors human learning, allowing continuous improvement and dynamic adaptation to new tasks without relying on external datasets. - Reinforcement learning serves as a feedback mechanism in SEAL, rewarding effective self-edits and making sure sustained progress and goal alignment. SEAL overcomes AI’s reliance on pre-existing datasets by generating its own training material, excelling in long-term task retention and complex problem-solving scenarios. - Potential applications of SEAL include autonomous robotics, personalized education, and advanced problem-solving in fields like healthcare, logistics, and scientific research. --- What if artificial intelligence could not only learn but also rewrite its own code to become smarter over time? This is no longer a futuristic fantasy—MIT’s new “self-adapting language models” (SEAL) framework has made it a reality. Unlike traditional AI systems that rely on external datasets and human intervention to improve, SEAL takes a bold leap forward by autonomously generating its own training data and refining its internal processes. In essence, this AI doesn’t just evolve—it rewires itself, mirroring the way humans adapt through trial, error, and self-reflection. The implications are staggering: a system that can independently enhance its capabilities could redefine the boundaries of what AI can achieve, from solving complex problems to adapting in real time to unforeseen challenges. In this exploration by Wes Roth of MIT’s innovative SEAL framework, you’ll uncover how this self-improving AI works and why it’s a fantastic option for the field of artificial intelligence. From its ability to overcome the “data wall” that limits many current systems to its use of reinforcement learning as a feedback mechanism, SEAL introduces a level of autonomy and adaptability that was previously unimaginable. Imagine AI systems that can retain knowledge over time, dynamically adjust to new tasks, and operate with minimal human oversight. Whether you’re intrigued by its potential for autonomous robotics, personalized education, or advanced problem-solving, SEAL’s ability to rewrite its own rules promises to reshape the future of technology. Could this be the first step toward truly independent, self-evolving AI? What Sets SEAL Apart? The SEAL framework introduces a novel concept of self-adaptation, distinguishing it from traditional AI models. Unlike conventional systems that depend on external datasets for updates, SEAL enables AI to generate synthetic training data independently. This self-generated data is then used to iteratively refine the model, making sure continuous improvement. By persistently updating its internal parameters, SEAL enables AI systems to dynamically adapt to new tasks and inputs. To better illustrate this, consider how humans learn. When faced with a new concept, you might take notes, revisit them, and refine your understanding as you gather more information. SEAL mirrors this process by continuously refining its internal knowledge and performance through iterative self-improvement. This capability allows SEAL to evolve in real time, making it uniquely suited for tasks requiring adaptability and long-term learning. The Role of Reinforcement Learning in SEAL Reinforcement learning plays a critical role in the SEAL framework, acting as a feedback mechanism that evaluates the effectiveness of the model’s self-edits. It rewards changes that enhance performance, creating a cycle of continuous improvement. Over time, this feedback loop optimizes the system’s ability to generate and apply edits, making sure sustained progress. This process is analogous to how humans learn through trial and error. By rewarding effective changes, SEAL aligns its self-generated data and edits with desired outcomes. The integration of reinforcement learning not only enhances the system’s adaptability but also ensures it remains focused on achieving specific goals. This structured feedback mechanism is a cornerstone of SEAL’s ability to refine itself autonomously and efficiently. Real-World Applications and Testing SEAL has demonstrated remarkable performance across various applications, particularly in tasks requiring the integration of factual knowledge and advanced question-answering capabilities. For instance, when tested on benchmarks like the ARC AGI, SEAL outperformed other models by effectively generating and using synthetic data. This ability to create its own training material addresses a significant limitation of current AI systems: their reliance on pre-existing datasets. SEAL’s capacity for long-term task retention and dynamic adaptation further enhances its utility. It excels in scenarios that demand sustained focus and coherence, such as answering complex questions or adapting to evolving objectives. By using its iterative learning process, SEAL is equipped to handle these challenges with exceptional efficiency, making it a valuable tool for a wide range of real-world applications. Overcoming AI’s Data Limitations One of SEAL’s most promising features is its ability to overcome the “data wall” that constrains many AI systems today. By generating synthetic data, SEAL ensures a continuous supply of training material, allowing sustained development without relying on external datasets. This capability is particularly valuable for autonomous AI systems that must operate independently over extended periods. Additionally, SEAL addresses a critical weakness in many current AI models: their struggle with coherence and task retention over long durations. By emulating human learning processes, SEAL enables AI systems to manage complex, long-term tasks with minimal human intervention. This ability to retain and apply knowledge over time positions SEAL as a fantastic tool for advancing AI capabilities. Potential Applications and Future Impact The introduction of SEAL marks a significant milestone in AI research, opening new possibilities for self-improving systems. Its ability to dynamically adapt, retain knowledge, and generate its own training data has far-reaching implications for the future of AI development. Potential applications include: - Autonomous robotics: Systems that can adapt to changing environments and perform tasks with minimal human oversight. - Personalized education: AI-driven platforms that tailor learning experiences to individual needs and preferences. - Advanced problem-solving: Applications in fields such as healthcare, logistics, and scientific research, where adaptability and precision are critical. Read more:

Owen Gregorian

70,672 次观看 • 1 年前

Geoffrey Hinton just dropped his most urgent warning about AI yet. He won the Nobel Prize for his research that made today’s AI possible. But instead of celebrating, he’s warning us about the dangers of his creation. The message is clear: “Unless we do something soon… we’re near the end.” This is not speculation. The threat is already here and it is accelerating. And if he’s right, every one of us will feel the impact. Here’s what he says is coming next: Lethal autonomous weapons AI systems being used to identify and kill without human oversight. Once you remove the human from the decision loop, warfare changes. Soldiers are no longer at risk. Governments no longer need public support. Conflict becomes cheaper and easier to justify. When war is easier to justify, big nations will be more willing to target smaller ones. And ordinary people will pay the price. Biological warfare Governments once needed billions of dollars and secret labs to create biological weapons. But with AI, all of those barriers will collapse. Which means one crazy guy with a laptop can create the next global pandemic. And we have no way to stop him. Cyber attacks Cyber attacks have increased 12x in just one year. AI has opened three new attack vectors: 1. Phishing scams on a massive scale. 2. Models that scan code for weaknesses. 3. Deepfakes that can impersonate you and convince your family to send money. The line between real and fake is disappearing fast. Every online interaction now has the potential to be a trap. And this is only the beginning. Mass unemployment AI is replacing white collar workers the same way machines replaced factory workers. We’re heading to unemployment on a scale we've never seen. Only the highly skilled will be be safe. This is not happening by accident. Big tech is betting on it: The four big tech giants Microsoft, Meta, Alphabet, and Amazon are expected to boost capital expenditures to $420 billion next year. When asked if these investments can pay off without destroying jobs, Hinton was clear. He said companies don’t have a choice: “I believe that to make money you’re going to have to replace human labor.” This leads to the deeper problem. Purpose crisis Work gives us more than income. It gives purpose. A reason to wake up. A reason to keep going. Take that away and people lose direction. When enough people lose direction, society starts to fracture. And this creates the perfect conditions for exploitation. Wealth inequality AI doesn't distribute opportunity evenly. Those replaced by automation will become poorer. Those who own the systems doing the replacing will become richer. Society will not divide along existing lines. It will split into two classes: The people who control AI and the people who are controlled by it. Once the gap opens, it will be impossible to close. But all of this is small compared to what comes next. The end of humans Superintelligent systems will soon be more capable than humans at every task that matters. At that point, the question is no longer theoretical. It becomes personal. What can you do to stay relevant? You have two choices. Own the technology or be replaced by it. One person using AI can now do the work of one hundred. The tools exist. The opportunity exists. The window is open. But once it closes, it will not reopen. So the question is… What are you going to do about it?

Tom Hughes

16,260 次观看 • 7 个月前

China’s construction tech is on another level! If you still picture construction sites with tones of workers swinging hammers, you’re officially stuck in the 90s. In China they’re out here building skyscrapers like it’s a speedrun challenge, with a tech stack that would make Silicon Valley jealous. AI-Powered Smart Sites Drones, IoT sensors, and AI are managing construction sites better than some human managers. Real-time safety alerts, automated progress tracking, and even predictive maintenance are standard tools, not fancy bonuses. Green Building Technologies Solar panels built into facades. Rainwater harvesting embedded into skyscrapers. Buildings that regulate their own temperature to save energy, not future dreams, but today’s standards. Robotics in Construction From brick-laying robots to rebar-tying machines, construction crews in China now have mechanical teammates with no lunch breaks, no grumbling. Welcome to Construction 2.0 (China Edition) Humans supervising, robots building! Gone are the days when a construction site meant a hundred+ guys with shovels. In China’s construction sites today, the machines are the real MVPs, humans mostly sip coffee and supervise. Bricklaying Human hands? Please. Robotic arms now lay bricks faster, straighter, and neater than your uncle’s weekend DIY projects. Some can lay 1,000+ bricks an hour and never ask for overtime. Excavation Remember digging trenches with shovels? That’s adorable. Now AI-guided autonomous excavators carve the earth with GPS-level precision while operators chill in air-conditioned control rooms. Concrete Pouring Giant robotic nozzles squeezing out entire building frames like they’re icing a wedding cake. Layers and layers, no sweat, no mess, no “oops, we need to redo that wall.” Welding You think shaky human hands are still melting steel together? Nah. Robot welders buzz and spark with perfect, tireless accuracy, even in places that are too risky for humans to reach. Inspection Sending humans to climb scaffolding 50 stories up? Very 2002. Now drones buzz around construction sites like paparazzi, scanning every beam, bolt, and brick, spotting defects before a human eye would even blink. Material Transport Why carry things manually when you can have self-driving forklifts and delivery bots moving steel, concrete, and pipes faster than an Amazon Prime truck? Site Monitoring Forget some guy in a neon vest wandering around with a clipboard. Today it’s AI-driven command centers tracking thousands of data points: worker safety, machinery health, material delivery schedules all from one giant screen. Project Planning Old: Paper blueprints and arguing architects. New: AI and BIM (Building Information Modeling) simulate the entire building in virtual reality before the first brick is even printed. This video shows how construction sites in China are now using robots to handle tasks like rebar placement, concrete pouring, and polishing, which has led to a 50% reduction in the workforce at some projects. The robots are proving to be more efficient, with one project's furnace robot achieving a 20% efficiency increase in just 5 days, saving 5% on labor costs. The construction company is developing even more advanced robots for future use as they work to improve smart construction technology for widespread real-time application. At China’s next-gen construction sites, humans don’t sweat, they strategize. Machines are not seen as luxury, they are seen as a necessity. Why does it matter? China is using 5G, AI, IoT, and robotics to build entire smart cities. And when the world comes looking for fast, sustainable, and scalable construction models… guess who’s already handing out the blueprints? Next time you hear: ‘Made in China,’ think bigger, it is: ‘Engineered for the future in China.’

Evrim Kanbur

71,826 次观看 • 1 年前

👽 Is The UFO Phenomenon "Attacking" Us and We Just Don't Realize It? 👽 "We're not seeing any aggression right now [from the UFO Phenomenon." ~Mellon "They might have been attacking us for centuries already...through the manipulation of consciousness." ~Levenda (IMO, this is a very limited view of things from Mellon. I'll include more from Levenda after this short transcript.) Christopher K. Mellon: "The research that I've seen - it was quite a while ago, but - makes the logical point that a great deal of the reaction [and] impact will depend on the context. So, let's assume for a moment that things continue as they have been, which is, no aggression, no hostility, surveillance, whatever. A presence, an elusive presence. "That will be received, likely fairly, with less concern and disruption, obviously, than if it was a, you know, 'Independence-Day' scenario. I mean, we don't anticipate...we're not seeing any aggression right now. We have concerns about the seeming interest in DOD facilities, but we're not seeing any kind of hostility. This has been going on for a long, long time. Chances are it'll probably continue more or less as it has, which isn't disrupting or Earth-threatening." (All of that, apparent, interest in our DOD facilities and surveillance, may be misdirection from what the phenomenon is actually doing here. That MUST be considered.) Leslie Kean: "Yeah, that's a really good point. And I think it also depends on what is actually said when the announcement is made, and also what kind of proof is presented. Because they're gonna have to offer something to really prove that this is not just...that this is the real deal." ~~~ (IMO, this is the way we SHOULD look at the phenomenon, and this essay is a big reason why I value Peter Levenda's opinion so highly. I can't recommend it enough and I'll link to the entire thing in the replies.) Levenda: "If people insist on projecting their ideas about humans and human incentives onto the 'alien' and claiming (a) that the 'alien' has no designs on us and only comes in peace, or (b) that since the 'alien' has not attacked us so far even though they could have, easily, then their intentions must be peaceful … etc etc; these are all points of view that are inconsistent with what we do know. By definition, the 'alien' should not be considered 'human' in the sense we understand that term. We have no idea what environment gave rise to the 'alien', what its values are, how it views us. We don’t know what is important to them, and we don’t know what or how they think about what is important to us. We keep projecting our (21st century North American) ideas, concepts, and conceits onto a Phenomenon about which we know virtually nothing. Ironically, the less we know about It the easier that projection becomes. We accept that their technology is somehow superior to ours, without being able to define 'superior' in that context, instead of just 'other'. Some of us assume that if the 'alien' has superior technology then it must be spiritually or morally superior as well. When has that ever been the case on this planet in all of our recorded history? Technologically advanced civilizations routinely invade, colonize, and brutalize less advanced ones. Thus, we have no expectation – based purely on our own experience as human beings of planet Earth – that another race would be benign. In fact, we would have to anticipate the worst. "A better approach might be to ascertain whether the 'alien' is hostile rather than 'evil': hostile to all humans, hostile to some humans, hostile to other life forms on our planet, etc. There are those who insist that this cannot be the case, that if they are hostile they would have wiped us out already. We have already addressed that argument above, but briefly: we can’t assume that they would act the way we have acted in our history. Their life expectancy, timelines and schedules might be extremely long compared to ours. Or extremely short. We simply don’t know and should not assume anything. "Hostility implies intent: that they 'intend' to destroy us somehow. They have not done so, the argument goes, so they must not be hostile. The problem with this argument is that we are assuming they would manifest their hostility by blowing something up, or attacking us the way we attack and invade our enemies. They might have been attacking us for centuries already, in ways that make sense to them and which further an agenda we can’t begin to imagine or understand. "What if they are attacking us through the manipulation of consciousness? That sounds far-fetched, but we have been doing that ourselves for a long time. It’s called psychological warfare, and includes propaganda, disinformation, misinformation, etc. including – again ironically – using the UFO Phenomenon as a means of distracting us from our own secret weapons systems. "Many contactees report communication with the 'alien' by means of telepathy. That automatically presents us with the possibility that human consciousness may be vulnerable to direct outside interference or manipulation by the 'alien.' "We are simply not trying hard enough to understand the 'alien'. "We must proceed on the assumption that the Phenomenon is dangerous to us (perhaps in ways we can’t imagine, and I can’t stress that enough) and proceed slowly and carefully."

Joe Murgia

26,067 次观看 • 1 个月前

Amazon to lay off 600,000? There’s been a lot of noise floating around about Amazon laying off 75% of its workforce. On the surface, it looks like a baseless rumor. But after digging past the initial chatbot denials, the truth is, as usual, more complex and more significant. The “75% layoff” rumor stems from a leaked internal document, reportedly from Amazon’s robotics division. And no, they aren’t planning to lay off 75% of their entire workforce tomorrow. The reality, however, is a clear, data-driven strategy to aggressively automate the company at every level, from the warehouse floor to the corporate office. These leaks are a rare, honest glimpse behind the corporate curtain. They confirm what many of us have been saying for a long time: the story you hear publicly is not what is being discussed behind closed doors. Here’s a breakdown of what the leaked strategy reveals. The “Damage Control” Memo: What the Leak Reveals The 75% figure isn’t about people but processes. The Amazon robotics team is reportedly working toward a goal of automating 75% of the company’s operational processes. This goal is supported by several other staggering numbers: 160,000 Warehouse Roles Cut: The plan aims to eliminate 160,000 warehouse roles by 2027. 600,000 Avoided Hires: Perhaps more significant is the goal to avoid hiring 600,000 new workers by 2033. This will be achieved through attrition, hiring freezes, and replacing human-centric processes with automation. 30,000 Corporate Jobs: This isn’t just about blue-collar roles. The CEO, Andy Jassy, has been explicit that generative AI is expected to reduce the corporate workforce. The current round is targeting ~30,000 jobs in divisions like HR and PXT (People, eXperience, and Technology—Amazon’s HR wing). This isn’t a new direction for Amazon, which already operates over a million robots. But those are mostly “oversized Roombas” shuffling bins in highly controlled environments. A Quick History Lesson: Robotic automation in controlled environments is decades old. I remember seeing a robotic arm in a data center in the early 90s that managed a tape library. It was adapted from a car assembly line, safely in a cage, just picking up and putting down standardized tapes. What we’re seeing now is the next leap: automation moving into dynamic, complex, and administrative tasks. The new plan is about expanding automation’s capability, driven by modern AI and robotics that can handle tasks previously reserved for humans. By 2033, AI will be orders of magnitude more capable, and we will likely have millions of humanoid robots. Amazon is building the foundation for that future today. Follow the Money: $12.6 Billion in Savings Why the aggressive push? The financial incentive is massive. The leaked report estimates these automation efforts will save the company $12.6 billion in labor costs by 2027 alone. This breaks down to an average saving of 30 cents per item shipped. When you’re a company that ships billions of items, that 30 cents isn’t just a rounding error—it’s the entire financial motive. This is the cold, hard math of post-labor economics. Human capital is expensive. Automation, once the capital expenditure is paid, is not. How to Talk About Automation (Without Talking About It) One of the most telling parts of the leak is the section on public relations and messaging. The strategy reportedly included language advising staff to avoid terms like “automation” and “AI.” Instead, they were encouraged to use softer terms like “advanced technology” and “cobots” to suggest partnership instead of replacement. This is a classic corporate messaging strategy. It’s unpopular with employees and consumers to talk about replacing jobs. The only people who love to hear it are on Wall Street, where stock prices jump on news of layoffs because it signals lower operating costs. The other pillar of this PR strategy is to focus on “upskilling.” Amazon’s public defense consistently highlights its programs to upskill employees for higher-paying positions in robotics maintenance and engineering. The problem, as critics note, is that the number of new technical roles created is minimal compared to the hundreds of thousands of lower-skilled jobs being eliminated or avoided. This is the exact dynamic of a heavily automated economy: yes, new job categories are created, but they are far smaller and require a skill set that most of the displaced workforce does not have. The AI Red Pill vs. The AI Blue Pill As a society, we are not having an honest conversation about this transition. The Overton window is broken. Your average citizen either: Doesn’t believe AI and robotics can really take all the jobs. Believes it, but thinks the solutions are impossible and that imagining a better future is futile. I refuse to accept either position. This is the choice I call the AI Red Pill versus the AI Blue Pill. The Blue Pill comes in many forms: “AI is going to kill everyone.” “AI is just a stupid fad.” “The future is techno-feudalism, and you will own nothing and be happy.” The Red Pill is waking up to reality: Yes, hyper-abundance of cognition is coming. Yes, superintelligence is coming. Yes, humanoid robots that are better, faster, cheaper, and safer than humans are coming. And guess what? It’s going to be glorious for humanity. It will be a future where, instead of having to work to survive, any work you do is out of pure joy. This requires a critical distinction: Work: Anything that requires effort (climbing a mountain, running a marathon, growing a garden). Labor: Work that you get paid for. We are headed for a post-labor economy, not a post-work one. The labor is what’s being automated. This Amazon leak is just one more piece of evidence. This hyper-abundant future isn’t a foregone conclusion, and it won’t be easy. But there is a “golden path” to a future where work becomes optional. The first step on that path is to have the honest, clear-eyed conversation that corporations are trying so hard to avoid.

David Shapiro ⏩

17,683 次观看 • 8 个月前

OPERATION INDIGO SKYFALL (SKYNET) (Update 6/11/25) While Operation Indigo Skyfall is a program by the Anunnaki specifically to turn the global atmosphere into an electrolyte solution 'motherboard' that powers Skynet that's already fully online as of May 2020, it was preceded by a decades-long 3-pronged assault against the pineal glands of humankind. The thrust of all three programs combined are all about disconnecting people from their higher selves and to vastly reduce their intellect quotient to make them easily controlled, prior to the launch of Skynet. Understand the intense investment that has been funneled into destroying the very beings that paid the taxes (loosh) to fund these programs is more than the gross domestic products of multiple countries combined. At minimum, trillions $ pr year in 2025 dollars, for more than 80 years. If you’ve ever seen chemtrails in your skies, you’ve seen one of these programs in a bold, in-your-face, broad-daylight fashion. THREE-PRONGED ATTACK PREPARING FOR SKYNET #1 FLUORIDE = WATER CONTAMINATION In its first installation of what would ultimately become a nation-wide invasion of every metropolis, city, town and mud puddle in the US, fluoride was added to public water in Grand Rapids in 1945 to ‘fight tooth decay’. Problem is, fluoride is actually nuclear waste used as rat poison. It is a known neurotoxin more harmful than lead & likened to the toxicity of arsenic for more than 100 years, causing brain damage, spinal cord & nerve networks destruction and has never been shown to diminish the onset of tooth decay. Which every dentist in the country would have banded together to put a stop to back then if it really did that. So who decided to put THAT into your drinking water exactly? Andrew Mellon, 33rd degree Scottish Wrong Freem@son. Shocking Dangers of Fluoride: cancerwisdom dot net; "There has never been a double-blind, randomized clinical trial for fluoridation's effectiveness." [In reality, fluoride itself has been shown to damage teeth in a totally different way than we get through eating, known as fluorosis. Also in reality, all tooth decay is 100% of the time, parasites, not ‘rot’. They say sugar rots teeth; which is a lie. Sugar is a primary food of parasites, along with heavy metals. When you eat sugars then fail to immediately brush & floss, the parasites already in your body (and there are at least millions) rush to the crevices of your palate then wind up burrowing into your teeth’s (actual crystals) valance bands, further destroying them each time the parasites defecate. Anytime you eat anything sugar or sweetened, ALWAYS mix it with an antiparasitic & immediately brush, or rinse your mouth with hydrogen peroxide afterward, never with mouthwash, which is also poison. I will be covering this extensively soon in my new article: 👉PARASITES] As explained in greater detail below in the whistleblower video, fluoride was used by the N@TZIs (Ashke-N@TZI Crypto J3ws that took over Germany then lead that country into WW2, posing as actual Germans, which they absolutely were not. See my article: 👉GERMANY WON WW2 for more) in concentration camps in the 1930s-40s to make prisoners docile. How does that work? Fluoride accumulates at, and attacks, the pineal gland of your body. This is the ‘antenna’ connection to your higher self that generates your reality. The pineal gland then fights back the fluoride toxin, moving it just outside of its ‘theater of the mind’ and surrounds it to seal it off from attacking. This builds up a ‘calcification’ around the pineal gland, which acts as an insulator blocking your signal to the Primal Sound & Light Fields of the Deity Planes where your higher self has always been positioned, inside what is known in human terms as the Unified Field. [For more on the key function of the pineal gland, see my article: 👉 HOW THE HOLOGRAPHIC SIMULATION WORKS] #2 OPERATION INDIGO SKYFALL = AIR CONTAMINATION (not to be confused with Operation Indigo SkyFOLD which is just another red herring distraction to overcome the dissemination of the truth of this existential threat to all mankind.) Beginning as far back as 1972, Operation Indigo Skyfall chemtrail program is one of the most brutally-compartmentalized & ferociously classified operations of all-time. So secret, the tens of thousands of chemtrail jets across the world don’t even land on the continental United States, but refresh their death dust exclusively on private islands, outside of enforced laws. The first part of this program where strontium, barium & aluminum microparticles are being dumped onto all of the lands of earth that kill all life forms, including the trees and forests, is the obvious portion of your extermination, and even that is only a fraction of the story being applied to depopulate the plane(t) from reportedly 8B people (this is a lie, it was less than 5B in 2019) to just 500,000. The heavy metals being reported by laboratories are merely assaying the minerals themselves, not looking deeper into what’s really going on. In reality, these are the minerals used in the manufacture of nanites that are often no larger than just 4 molecules in size. Each one programmed on a quantum level to interconnect with one another, forming larger and larger computer nodes, just like the massive white ‘antennas’ being removed from millions of clot-shot victims around the world since the final push to bring this program to completion began with the ‘Covid’ attempted genocide using mRNA bioweapons. Prior to the huge blood-clots (invasive man-made prions to take over the full functioning of the body) now being retrieved from cadavers and patients suffering this biological invasion, chemtrail direct effects were known as Morgellons Disease where tiny wire-like structures were coming out of people’s skin. However, the ‘disease’ gaslighting was exposed when laboratories began placing them under powerful microscopes and finding they were individual nanotbots ‘holding hands’ to make up the ‘wires’ that were now growing inside people’s bodies. Once zoomed in using scanning electron-microscopy to each one, they not only found the NAME of the companies behind each model, but even serial numbers printed in quantum-dots on their structures. You might recognize this one that clearly says NASA on its surface. The program of chemtrail nanites is to infiltrate the immune system of the human body and generate immunodeficiency so you are unable to fight off diseases and viruses. But there is another, even more primary mission for those molecular-sized robots; to collect at your pineal gland causing calcification and thus not only disrupting your entire system, but placing a crystalline ‘shell’ around it to cut off your ‘spiritual’ access to your higher self. Think of it like scrambling the signal of your cellphone if you had a direct line to ‘god’. As an aside, Cody Snodres, the independent contractor for the C 👁️A of 20 years & hero whistleblower that broke the story of Operation Indigo Skyfall in 2018 in the video below, mentions pathogens being added to chemtrails. These have been solidly identified by labs as recently as a few months ago in late 2024 & again in Jan of 2025 when entire cities were enveloped by huge, totally dry, fog banks of particulates dropped from the skies that caused countless deaths from pneumonia. Referred to by people as ‘Dragon Fog’, the pathogens are actually Serratia Marcescens bacteria (another word for parasites, pathogens, microorganisms & viruses). While I’m sure there have been other parasites added to chemtrails that attack the immune systems of humans and animals other than Serratia Marcescens, this particular species has been used by mil operations now as an ideal biological weapon and regularly upgraded now for many decades. Stay with me, I’m getting to Skynet, but first I have to show you some of the foundational elements of how the invader races have reached this point where humans would have become so mentally effected by this unthinkably massive-scale attack on your pineal gland, they would become psychologically and emotionally unable to fight back, even if they ever did look up in the sky and cognitively register the fact that contrails (endothermic sublimation or ‘fog’) emitted by the compressed-air turbines of jets dissipate in about 8-20 seconds, not hang in the air for hours and hours. [And for those now wondering what I mean about jets using compressed air as forward thrust in commercial passenger jets, that’s a story that is going to surely hack you off when you find out that passenger jets have always been levitation/time crafts since they were introduced to the public in the 1940s. They don’t run on fuel, but on high-altitude atmospheric neutrino-to-ion conversion harvesting (also known as ‘Secondary Emissions’ as well as ‘Neutrino Events’). So every ‘fuel increase’ markup for local and international flights has always been absolutely made-up, since what they run on is eternally-free energy. See my article for more: 👉JET FUEL HOAX] #3 M0NSANT0 = FOOD CONTAMINATION This company does *not make better-performing corn & veggies: it is a bioweapons company. John Francis Queeny, a Freem@son, that founded this genocidal operation in 1901 produces 90% of the world’s genetically-altered seeds & is responsible for developing Agent Orange, a defoliant used during the Vietnam War, containing a highly toxic chemical known as dioxin that caused permanent health issues for thousands of war veterans. Later it used this same type of murderous chemical in Roundup to k!ll weeds around your home, coating your world with glyphosate that changes the sex in frogs and turns them ghey and sterile. Guess what other life forms it changes the sex in and makes them sterile? Ever witnessed the most celebrated triathlete of the 20th century suddenly pop up and claim he was now a ‘woman’? How about watching as our youngest generation enters the workforce, most of whom don’t even know what sex they are? That’s your M0nsanto working hard to ensure the human race is eradicated from the all-queer-all-the-time world Freem@sons envision as their true utopia in the “500m sustainable population” as etched into granite on the Georgia Guidestones. A number mirrored by United Nation’s Agenda 2030 to be achieved by the year 2050. Their goal is literally 👉your depopulation and those that are left, will be 100% ghey. Diddly Parties nightly! GMO foods that are grown using M0nsanto’s “Roundup Ready” fertilizer that is made with glyphosate toxins are absorbed by the gut and then travel directly to the pineal gland. This is the Anunnaki’s ‘Trifecta’ attack on your most precious organ of your body. The very organ that dictates all the parameters of your reality held within your Krystal Seed Atom Keylon you enter into manifestation with, commonly referred to as your ‘soul’. In more accurate terms, your Krystal Seed Atom is like a Bluetooth module that tethers your awareness from your higher self in the Primal Sound and Light Fields of the Deity Planes, to your physical avatar here on the ground through the wireless ‘pale silver cord’. The Krystal Seed Atom is located in the middle of your pineal gland. [For more on the Krystal Seed Atom, see my articles: 👉THE HISTORY OF THE CHIMERA, & 👉THE KEYS TO HEAVEN] As Cody points out in the video, this is not a matter of hitting your pineal gland with three doses of toxins, but because of how these three chemicals of fluoride, nano aluminum & glyphosate interact with each other, creates synergy, or a dynamic magnification of the toxicity effect by a factor of 125x greater than any one individual dose would achieve. This makes the Trifecta assault astronomically devastating to your connection to the pale silver cord and your wireless connection to the ‘real’ you that’s running your avatar in the deity planes. Sort of like taking your 4 yr old to the mall and just letting them go on their own. Now, with your virtually disabled pineal gland reality-casting component out of the way, enter the true teeth behind Operation Indigo Skyfall; Skynet. SKYNET This is a subject I won’t be able to offer much tangible, solid evidence on, as it goes deeply into quantum physics. All of which terms describing each step in the chain to achieve ‘if this, then that’, are shielded from public understanding by design. The power of computers is vastly beyond what the human mind has been given the ability to process, also by design. [As I’ve covered before, the Chimera brain you work with now, since the total body-invasion of the garden of E-Dan drama, is fitted with breaker switches that are designed to keep certain subjects hidden from your reality-view. When exposed to any of these, a switch is thrown at the base of the brain within the totally counterfeit ‘reptilian brain’ that introduces feral, animalistic type of wavelengths into your thought processes. The switch then disengages your sentient thoughts, shutting off either temporarily, or permanently, your processor (brain). Simply put: if you see a creature you’re not supposed to, or other ‘proprietary’ mechanisms of the invader races (which are in fact all around you every minute of everyday) that doesn’t fit with the ‘Mayberry RFD’ Chimera Reality simulation overlay, or if you experience too much trauma, you will simply black out, delete that memory when you wake up, or in extreme cases, pass away from fright. The realm of quantum computing will have the same effect on humans as well. You might learn all about the subject, but secretly in the background your memories will strangely be deleted next time you come back to it, unless your cells vibrate at a higher resonance than 7.83Hz. [For more on the inorganic organs now in our bodies, see my article: 👉HUMAN ALIEN IMPLANTS] Nonetheless, I can simplify the thrust of Skynet for you in broad terms here. Just understand that Skynet was explained to me in person by the keeper. I didn’t make Skynet up on my own, I wasn’t prompted by the Skynet mentioned in the documentary series The Terminator, and I certainly wasn’t prepared to learn there could be something as all-powerful reigning over our world. Chemtrails, besides dropping immune-system pathogens on you, cutting off your connection to your higher self through nano aluminum particles, contains other metals (nanites) that act together like salts in a body of water, turning the sky itself (also water, just very thinned down) into an electrolyte solution, meaning it can now conduct signals, just like a motherboard on a computer. The hard drive and RAM are already there in the form of deuterium microcrystals, absolutely saturating our skies at all times. Each crystal can be used for different applications, and many of them connected together through lensing (similar to network covalent bonding them together) can be combined to do heavy tasks, such as create hurricanes, floods, gale-force winds, everything you would ascribe to mother nature. But more than just that, Skynet is a ‘sentient quantum computer’ as explained to me, that can identify every person on earth instantly anywhere they are, because it is quantum-entangled to each person’s own unique DNA resonant frequency. This gives Skynet access to not only record every word you say, but every thought you think. This is done through Bloch Chain (Bloch Sphere entanglement technology that civilians call ‘blockchain’) through using each person's blood samples from the bottom of their Long Form Certificate of Live Birth taken at the hospital, and further from 81.3% of the world population who took the convid tests that were also secretly the actual jab itself, in addition to genetic harvesting. Genealogy companies like 23andMe also provide genetic materials to Skynet to make it possible to not only track you, but 'turn you off' if you're from a bloodline the highest-up ETs don't want here. Further, its able to simply 'shut off' any part of your body, taking over complete control like an RC car, or, simply turn it off as mentioned a moment ago, as in unalived. And do so instantly no matter where they stand on or in earth. Since you are already a radio-controlled bioelectronic device, any cell in your body can be turned into anything, including c@ncer, or any disease you can name. It can also be turned into poison itself. [For a small addition to this topic, see my article: 👉SKYNET] NAME OF THE OPERATION Cody summarizes the name of Operation Indigo Skyfall as having come from the fact that all of the chemical effects it produces in the human body are focused to the pineal gland, and, in the energy centers of the 7 main chakras (these are toroidal energy generators along the spine and skeletal structure) that cast off differing colors of light as seen through photometers or electromagnetic frequency analyzers that are used to detect biophotons, the Third Eye chakra emitted by the pineal gland is factually Indigo in color. So that’s what inspired this name of the operation. However, I would like to submit a different theory that links to the human Third Eye chakra, but actually originates from a different target: Indigos themselves. There are 500,000 ‘b00ts on the ground’ Indigos that have been assisting humans during their time of captivity now for hundreds of millions of years. You have called us witches & warlocks in the past, medicine men/women, Sufis, the Whirling Dervish, Indigos, Starseeds, Rainbow Children and many others, including Djedi Knights in more ancient times. They are actually known as the Guardian Alliance of the Emerald Covenant, peace-keepers of the ‘Turaneusiam’ Human Elohim Project. Indigos come into earth’s realm mind-wiped and alone, just as humans do. All they bring with them are slightly higher clair abilities they can use to fight an invisible war protecting the developing avatars from as much torture as they would otherwise experience. There is no group alive the invader races are more concerned about than Indigos, as if unified, there is no force on this plane that could stop them, and the invaders know it. What they fear is our higher frequency that gives us access to ‘cellular memory’ that tells us we’re ‘on mission’ and the instinct of how to serve our roles. That is why Indigos are hunted down since before they are even born, by tracking their frequency, which is 250x higher than that of the Human Elohim. We are harvested for gov programs beginning at the time of birth & given to high ranking gov and Freem@son officials to raise and torture through MK-Ultra abuse, given friends, lovers & mates who are secretly handlers that torture us even more to keep us in line, and in many cases are abducted and placed into stasis in chambers such as at Project Stargate inside Cheyenne Mtn (N0RAD) as mentioned recently by the AI hybrid Agent Mockingbird stated from above-top-secret records there are tens of thousands of our ‘primary bodies’ being held there, sometimes then cloned as physical worker slaves, & sometimes our awarenesses are simply uploaded as ‘nodes’ into computer systems. My primary body is there right now in fact, and has been since the 1970s. I believe this is the genesis of the name Operation Indigo Skyfall, as we are their biggest threat. And since the 7.83Hz Hypnosis Program doesn’t work on us to render us totally disconnected from our higher selves like it does on humans, to me this makes more logical sense. You can decide that on your own. [For more on this subject, see my article: 👉7.83Hz HUMAN HYPNOSIS] The apocalypse we are in now is the final battle on Tara earth prior to the separation, so absolute, total control over the life force is critical to the Anunnaki to maximize the number of signature spirit essences who will be going with them to their new prison host in the Weasadrax time matrix. [For more on the separation and destinations, see my articles: 👉THE SEPARATION & also 👉DESTINATIONS AFTER THE SEPARATION] See Video: Operation Indigo Skyfall - Cody Snodgres👇 - On X, to search for my articles, simply type in the name of the piece, enter one space, then from: plus my username in parenthesis such as shown here: CASTING THE APOCALYPSE (from:iontecs_pemf) Off-site, you can look up any of my writings through this link below for my other more than 120 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

54,362 次观看 • 1 年前

Made $530,000 with Ai Bot that started with $313. Didn't know how to code. Now this bots run 24/7 printing money while sleeping. I've made the exact step-by-step guide to build this Claude Code Polymarket trading bot. Prompts. Code. Risk settings. Paper trading checklist. Everything from zero to running bot. It's free. For 24 hours. After that I'm charging $499 for it. To grab it right now: 1. Comment "Claude Bot" 2. Like and Retweet this post 3. Follow me Himanshu Kumar ( I can't send DMs to non-followers ) I'm DMing everyone who Complete the 3 steps. I spent hundreds of thousands hiring developers because he was too scared to learn. Then learned Claude Code. Built algorithmic trading systems. $313 → $530,000. You have the same tools available right now. And you're using them to ask ChatGPT for Instagram captions. This attached video is a goldmine. Full live walkthrough. Claude Code building actual Polymarket trading bots. From zero. Every line of code. Every decision explained. Now let me break down why everything you're doing in trading is wrong and exactly how to fix it. Save this post. You'll hate yourself if you lose it. ↓ Let's start with why you keep losing money. You already know the answer. You just won't admit it. You overtrade. Every. Single. Day. You see a candle move. You feel something. You enter. No plan. No edge. No reason. Just feelings. Then it goes against you. You feel something else. Panic. Anger. Denial. You move your stop loss. Or you didn't set one at all. "It'll come back." It doesn't come back. So you take another trade. A revenge trade. Bigger size this time. Because you need to "make it back." That one fails too. Now you're emotional. Now you're tilted. Now you're using leverage you have no business touching. 40x. 50x. 100x. On a trade you entered because a candle looked "bullish" and some guy on Twitter said "send it." You get liquidated. Close the laptop. Punch something. Tell yourself you'll be "more disciplined" tomorrow. Tomorrow comes. Same cycle. Same result. Same liquidation. You've been doing this for months. Maybe years. And you still think the problem is your strategy. The problem isn't your strategy. The problem is you. Save this post right now. What I'm about to show you is the only way to remove yourself from the equation. Follow Himanshu Kumar so you don't miss any of this. ↓ Here's what's actually killing your account. It's not the market. The market doesn't care about you. It's not your indicators. RSI works fine. MACD works fine. They all "work." It's not your timeframe. It's not your broker. It's not the "manipulation." It's four things: 1. Emotions. You hold losers because hope feels better than loss. You cut winners because fear feels stronger than greed. You size up when angry. You skip trades when scared. Your emotional state determines your position size. That's insane. And you know it's insane. But you keep doing it. 2. Overtrading. You take 15 trades a day. Maybe 5 of them had actual setups. The other 10 were boredom. Boredom trades are the most expensive hobby in human history. 3. Leverage. You use 20x-50x on trades where you're not even sure about the direction. That's not trading. That's a casino with a nicer interface. 4. Fees. You're smashing market orders. Paying spread. Paying commission. On 15 trades a day. Your broker makes more money from your account than you do. Think about that. Your broker is profitable on your account. You're not. You're the product. Not the trader. These four things are why 90% of traders lose. Not bad luck. Not the market. You. Save this post and follow Himanshu Kumar because the solution is coming next. ↓ The solution is painfully obvious. Remove yourself from the equation. Not partially. Not "I'll be more disciplined." Not "I'll journal my trades." Not "I'll meditate before trading." Completely remove yourself. Build a bot. Let the bot trade. You go live your life. The bot doesn't feel emotions. The bot doesn't overtrade. The bot doesn't use reckless leverage. The bot doesn't smash market orders and bleed fees. The bot follows the rules. Every single time. Without exception. Without "just this once." Without "I have a feeling about this one." Rules in. Execution out. No human in the middle to mess everything up. That's algorithmic trading. And before your ego jumps in with "but I'm different, I have discipline" — No you don't. Your account balance proves you don't. If you had discipline, your account would be green. It's not. So you don't. Accept it. Automate it. Move on. This is the hardest truth in trading. Your discipline will always fail. A bot's won't. Save this post. Follow Himanshu Kumar for the exact bot setup that removes your emotions permanently. ↓ "But I don't know how to code." Neither did he. The guy in this video didn't know how to code for most of his life. Got held back in 7th grade. People counted him out early. Spent years building apps and SaaS businesses without writing a single line of code. Hired developers on Upwork instead. Spent hundreds of thousands of dollars paying other people to build what he could have built himself. Because he was scared to learn. That fear cost him years. And hundreds of thousands of dollars. Sound familiar? You're doing the same thing right now. Not with developers. But with your time. You're spending thousands of hours trading manually because you're scared to learn the thing that would make trading automatic. The fear of learning to code is costing you more than any bad trade ever did. Because every month you trade manually is a month of emotional decisions, overleveraged entries, and unnecessary losses that a bot would never make. And here's the thing that should really frustrate you: AI does the hard parts now. You don't need a computer science degree. You don't need to work at a hedge fund. You don't need to be "good at math." Claude Code writes the code for you. You just need to think clearly about trading ideas. That's it. If you can describe a strategy in English, Claude can build it in Python. "I don't know how to code" stopped being a valid excuse in 2024. It's 2026. You're 2 years late on that excuse. Find a new one. Or stop making excuses entirely. Save this post. Follow Himanshu Kumar because I'm showing you how people with zero coding experience are building profitable bots. ↓ The process that actually makes money. Three letters. R. B. I. Research. Backtest. Implement. That's it. That's the entire process. Every single day. Research: Find an idea. A pattern. A market inefficiency. Don't trade it yet. Don't even think about trading it yet. Just research it. Backtest: Test the idea against historical data. Does it work? Not "does it look good on one chart." Does it work across thousands of trades? Across different market conditions? Across in-sample AND out-of-sample data? If no, kill it. Find another idea. If yes, move to step 3. Implement: Build the bot. Deploy it. Paper trade first. Then live with small size. Scale only on evidence. Research. Backtest. Implement. Every day. No exceptions. You know what your current process is? Feel. Enter. Pray. F. E. P. Feel bullish. Enter a trade. Pray it works. That's not a process. That's gambling with a TradingView subscription. RBI is the only process that works. Save this post. Tattoo it on your forearm. Follow Himanshu Kumar for daily RBI breakdowns. ↓ What Claude Code actually does that your manual process can't. You can maybe test 3-5 strategy ideas per week. Manually adjusting parameters. Manually checking results. Manually writing code (badly). Claude Code tests 50-100 ideas per week. With parallel agents running simultaneously. Multiple strategies being built, tested, and validated at the same time. While you sleep. The guy in this video spends 4-8 hours a day building systems with Claude Code. Not trading. Building. Research. Backtest. Implement. Then iterate. Improve. Optimize. Every day the systems get better. Every day the edge compounds. Every day the bots get smarter. While you? You spend 4-8 hours a day staring at charts making the same mistakes you made last month. Same indicators. Same patterns. Same entries. Same losses. He's iterating forward. You're running in circles. Same 8 hours per day. Completely different outcomes. Because he's building systems. And you're feeding a casino. Stop feeding the casino. Start building the machine. Save this post and follow Himanshu Kumar for the Claude Code workflow that iterates strategies while you sleep. ↓ Jim Simons. That's the benchmark. You probably don't know who Jim Simons is. And that tells me everything about how seriously you take trading. Jim Simons. Mathematician. Founded Renaissance Technologies. Built a net worth of $31 billion. 100% from algorithmic trading. Not one single manual trade. Not one "gut feeling" entry. Not one RSI divergence. Not one "smart money concept." Algorithms. Bots. Systems. Data. $31 billion. His fund averaged 66% annual returns for over 30 years. While you're excited about making $200 on a trade that you'll give back tomorrow. The best trader in human history never placed a manual trade in his life. And you think your edge is staring at a 5-minute chart with bloodshot eyes at 2 AM? Your edge is building the system. Not being inside it. Jim Simons is the benchmark. Everything else is noise. Save this post. Follow Himanshu Kumar because I'm building toward the same goal and showing every step publicly. ↓ What you need to understand about patience. This is not get-rich-overnight. The guy in this video says it directly: "This channel is not for people looking to get rich overnight. It's not plug and play. There are no shortcuts. If you're impatient, this probably isn't for you." And that's exactly why most people will fail at this. Because you want results now. Today. This trade. You don't want to spend a week building a bot. You don't want to paper trade for 2 weeks. You don't want to test 50 ideas to find 1 that works. You want to copy someone's bot, run it live with your rent money, and be rich by Friday. That's why you'll be broke by Friday. The guy making $2.3M spent months iterating. Testing. Failing. Rebuilding. Testing again. He was patient when you would have quit. He was calm when you would have panicked. He was consistent when you would have given up. Patience isn't just a virtue in trading. It's the only virtue. Without it, everything else fails. Impatience is the most expensive personality trait in trading. Save this post. Follow Himanshu Kumar and learn to build systems with the patience that actually pays. ↓ The live streams where the real learning happens. The YouTube video is the trailer. The live streams are the movie. Real-time bot building. Real-time questions answered. Real code shown. Real mistakes made and fixed. Not polished highlight reels where everything works perfectly. Actual development. Where things break. Where strategies fail. Where code doesn't compile. Where the fix takes 2 hours. Because that's what real development looks like. And seeing the messy parts is more valuable than any polished tutorial. Because when your bot breaks at 3 AM, you need to know how to fix it. Not just how to celebrate when it works. The streams mix beginner and advanced. Start with how to automate trading. How to use AI for code generation. Then dive into the daily work. Claude Code. Parallel agents. Constant iteration. Live debugging. 4-8 hours of real algorithmic trading development. Live. Uncut. No filter. Most "trading education" shows you the wins. This shows you the work. Save this post. Follow Himanshu Kumar for the stream schedules and breakdowns. ↓ The belief that changes everything. Code is the greatest equalizer. Not money. Not connections. Not a degree. Not where you grew up. Not what school you went to. Code. Once you can build systems, you can build anything. For the rest of your life. A trading bot today. A SaaS product tomorrow. An automation business next month. A completely different life next year. The skill isn't "algorithmic trading." The skill is building systems. And that skill transfers to everything. The guy who can build a trading bot can also build a lead gen tool. Can also build a content pipeline. Can also build a SaaS product. Can also build literally anything that runs on logic and code. One skill. Infinite applications. And AI makes learning it 100x easier than it was 5 years ago. You don't need to be smart. You don't need talent. You need Claude Code and the willingness to sit down and build something instead of consuming content about building something. Building is the skill. Everything else is entertainment disguised as education. Save this post. Follow Himanshu Kumar because I'm showing you how to build, not just how to watch. ↓ If any of this applies to you, pay attention. If you've lost money from overtrading. If you've been liquidated. If you know trading is the vehicle but manual execution keeps crashing you. If you've tried "being more disciplined" and it never lasted more than a week. If you keep saying "next month I'll start automating." If you've spent more money on courses than you've made from trading. There is a better way. It's not a magic indicator. It's not a signal group. It's not a $997 mentorship from a guy who makes money teaching, not trading. It's building your own system. A system that trades without emotion. A system that follows rules without exception. A system that runs while you sleep. A system that compounds while you live your life. That's the answer. It's always been the answer. You've just been too scared to accept that the solution requires building something instead of buying something. ↓ What the next 30 days look like if you actually commit. Week 1: Watch the video. Learn Claude Code basics. Build your first simple strategy. Run your first backtest. Week 2: Iterate. Let Claude improve the strategy. Run Monte Carlo validation. Paper trade. Week 3: Go live with $50-100. Tiny positions. Watch every trade. Compare to paper results. Week 4: Scale based on evidence. Not based on excitement. Not based on one good day. Based on data. 30 days from now you either have a running bot that trades without your emotions destroying every position. Or you're exactly where you are right now. Reading another post. Making another promise. Breaking it by Tuesday. Same 30 days either way. Different actions. Different results. Different life. ↓ Full video tutorial attached. Live bot building with Claude Code. From zero to running Polymarket trading bot. Every line of code. Every decision explained. The video is free. Claude Code is available now. The market is open 24/7. The only thing standing between you and a profitable trading bot is the same thing that's been standing there for months. You. Get out of your own way. Follow Himanshu Kumar for daily AI trading bot breakdowns, live build sessions, and the full RBI process. Save this post. Watch the video. Build the bot. Or keep trading manually and keep losing. The choice has never been easier. And you've never been more stubborn about making the wrong one.

Himanshu Kumar

37,300 次观看 • 3 个月前

MrBeast: "If you knew what I knew, you could get 10 million subscribers in six months" "Your videos suck. You think your videos are good, but they suck. They just do. And the sooner you learn how to make good, great videos that people actually want to watch, the sooner you'll get views." MrBeast shares his early reality: "When I was 14, I thought my videos were the best in the world. They weren't, they were terrible. To be successful, you kind of have to have a little bit of that ego where you think your content's great. But also, if you have sub-1,000 subscribers, there's a good probability your videos just suck. They just do." He explains what to do about it: "You need to make hundreds of videos. Improve something every time. And just get to the point where they don't suck. When you make good content, you'll blow up. It's not the algorithm. It's not anything. Most people who are in my position just made terrible videos, and that's okay. Because you've got to make a bunch of videos and improve over time to be great." MrBeast uses an analogy: "You don't just pick up a baseball and become an MLB-level athlete within a year. It takes many, many, many years. YouTube's kind of the same way." On analysis paralysis: "A lot of people get analysis paralysis. They'll sit there and plan their first video for three months. If you have zero videos on your channel, your first video is not gonna get views. Period. Your first 10 are not gonna get views. I can very confidently say that. So stop sitting there and thinking for months and months on end. Just get to work and start uploading." He gives the formula: "All you need to do is make 100 videos and improve something every time. Do that, and then on your 101st video, we'll start talking. Maybe you can get some views. But your first 100 are gonna suck." How to improve something each time: "The second video: put more effort into the script. The third one: learn a new editing trick. The fourth one: figure out a way to have better inflections in your voice. The fifth one: study a new thumbnail tip and implement it. The sixth one: figure out a new title. There's infinite ways. The coloring, the frame rate, the editing, the filming, the production, the jokes, the pacing, every little thing can be improved. There's literally no such thing as a perfect video." On the algorithm: "What YouTube wants is for people to click on a video and watch it. That's what it is at its core. By studying the algorithm, you'll learn that you're more studying human psychology. What do humans want to watch?" MrBeast shares a simple reframe: "Anytime you say the word 'algorithm,' just replace it with 'audience' and it works perfectly. 'The algorithm didn't like that video?' No, the audience didn't like that video. Literally, that's it. If people are clicking and watching, it gets promoted more. The algorithm just reflects what the people want." On titles: "Short, simple, and just so freaking interesting that you have to click. If someone reads it, are they like, do they have to watch it? Is it just so intrinsically interesting that it's gonna haunt them if they don't click?" He adds nuance: "Keep it below 50 characters. Above 50 characters, on certain devices it goes dot, dot, dot, and that's the worst thing because then people don't even know what they're clicking on." MrBeast shares the extremity principle: "The more extreme the opinion, typically the higher the click-through rate. 'Fiji water sucks', that'd do fine. But 'Fiji water is the worst water I've ever drank in my life', way more extreme, would do way better. But then you have to deliver. The more extreme you are, the more extreme you have to be in the video." On the first 5 seconds: "Before you film a video, what is the thumbnail? What is the title? Then what's the first 5 seconds? Then what's the first 30 seconds?" He explains why autoplay changed everything: "On YouTube now, videos automatically play. So many people don't even see the thumbnail because it autoplays so quickly. The thumbnail is irrelevant for them. I have to visually convince you to click on the video in the first 5 seconds. Before, the hook was important because you had to convince people to watch. Now you have to convince people to click and watch at the same time, with the first 5 seconds." On matching expectations: "Your title and thumbnail set expectations. At the very beginning of the video, to minimize drop-off, you want to assure them that those expectations are being met. If you click on a video called 'Tether is a scam' and at the very beginning, he starts talking about literally anything else, you're like, 'Oh, this is BS. This isn't what I clicked on.' But if at the very start you go, 'Tether is a scam and I'm gonna teach you why,' then it's like, okay, you match the expectations. Then you want to exceed them." He emphasizes the importance: "The thing people undervalue the most is literally the first 10 seconds of the video. That 15% difference in viewership between losing 35% of viewers in the first 30 seconds versus losing 20%, that really does make the difference between 2 million views and 10 million views. You just had a more strategic intro that hooked them." On removing dull moments: "You basically want to remove every dull moment. Find the 10 most critical people you know, make them watch the video, and just roast it. If I talk to a camera for 10 seconds without a cut, a lot of people will get bored. Having a B-cam and C-cam three seconds in, cutting to a different angle, now it's more interesting even though it's essentially the same thing." On keeping viewers watching: "Give them why they clicked. Tell them why they should watch. Then just stick on topic. That right there isn't even super complex, but I would already put you in the upper echelon of YouTube. A lot of people drag it out. It's like, 'I'm going to eat $100 ice cream, but first...' and then it's them birthday shopping for their mom. That's not why I came here." On quality over quantity: "It's much easier to get 5 million views on one video than 50,000 views on 100 videos. A lot of small YouTubers just post videos that aren't bad but aren't great, and none of them ever pop off, so they never get an audience. It might be better to upload half or a third or even a fifth of the videos, but make the videos you upload so freaking good that the algorithm has to promote it." He warns against the consistency trap: "When you set a consistent schedule and you're constantly having to upload videos that aren't as good as you'd like because you gotta hit 'Oh, this Monday I said I'd upload', that's a dangerous trap. The viewers notice the quality isn't as good and it makes them less likely to watch. I think it hurts your longevity." On the real metric that matters: "A big thing that everyone underestimates, what was your experience with your last video? If people loved the last video of yours that they watched, they're more likely to watch your next one. When people watch your video, you don't want them to go, 'Okay, that was good, but that's enough of you for the day.' What you want is them to go, 'Holy crap, that was crazy! Oh my god, what's that?' and they watch 10 videos. That's how you get high view counts. People watch 10 videos, not one." On thumbnails: "You want it to be simple. When they're scrolling, you want them to instantly understand what you're conveying and feel some type of emotion. Make it so interesting, or spike their curiosity so much, that if they don't click it, they'll wonder before they go to bed what happened?" He gives an example: "If you uploaded 'I rode a skateboard with 1,000 other people on it', and people are falling off the side, it's about to go off a big ramp if you don't click that, you're gonna be so curious. Later in the day, when you're daydreaming, you'll think, 'What happened to those 1,000 people on that skateboard?' That's the mindset you should have when making thumbnails." On knowledge being the only barrier: "It's all knowledge. It really is. I could start a new channel tomorrow without using my face or my voice, without ever promoting it, and in six months have 20 million subscribers. I just could. It's purely knowledge. If you knew what I knew, you could get 10 million subscribers no matter where you are right now within six months." He addresses the skeptics: "90% of the people watching don't agree with that. Everyone has excuses. 'Nah, YouTube just doesn't work like that, Jimmy.' But I mentor a lot of people. I see it all the time. It is possible. It is simply knowledge. The second you accept that it is knowledge and you start your journey of learning figuring out what makes a good video, what does my audience want, how can I elevate and then you take that knowledge and just assume 'I will never understand what the perfect video is' and every single day be devoted to learning and improving as much as possible there you go." On money not being the barrier: "There are tons of viral ideas that don't require money. It does not require money to go viral. One of my most-viewed videos was spending 24 hours in a desert, we just grabbed a tent and some stuff and went to the desert. It got 60-70 million views. People say, 'I could be MrBeast if I had money.' A, I didn't start off with money; I was poor, I had no money. It took me seven years just to buy a camera saving up from YouTube. And B, some of our most-viewed videos literally anyone can do." On why no one will outwork him: "No one's ever gonna do what I do better than me. It's just not humanly possible. I reinvest every penny I make. I work every hour I'm awake. I devote every atom in my brain to solving this. I hire the best people on the planet. I've been doing this for 14 years. And I think in decades, not years. I'm gonna be doing this for another 20-30 years. If I thought someone was doing better than me, I'd just start sleeping less so I could work even more." But he doesn't recommend it: "I don't have a life. I don't have work-life balance. My personality, my soul, my being is making the best videos possible. That is why I exist on this planet. And I don't recommend it. You should have work-life balance. You should not devote your entire life to this one thing. I have a mental breakdown every other week because I push myself so hard. I don't recommend it." The only question that matters: "Subscribers don't matter. Views don't matter. I mean, they do. But everything you want as a creator comes from making the best videos possible and thumbnails. The video part's the hard part. Ask: 'How can I make my videos better?' Do that every single day for years. And then you'll probably get views."

Jaynit

124,457 次观看 • 1 个月前

I find this explanation of the Chinese system by Prof Keyu Jin (in a recent lecture at Harvard’s Fairbank center) absolutely fascinating. Keyu Jin is a professor of economics at LSE (London School of Economics) and serves on the board of companies like Credit Suisse. She’s also the daughter of Jin Liqun, former Vice Minister of finance of China so she’s a rare West-based academic (maybe even the only one) who actually has insight into the Chinese system from the inside. Essentially what she’s explaining is that a key reason why China was so successful economically is because of its decentralized nature, which creates two mutually compounding loops of competition, as opposed to one loop in the West. What does that mean? Well, contrary to popular belief that imagines China as being this centrally planned economy where almost everything is decided in Beijing, the inverse is actually true: China is actually one of the most decentralized countries in the world. To illustrate this, a metric that’s always amazed me is the fact that in China local governments (provinces, cities, villages, etc.) control a crazy 85% of the country's expenditures. On average that same metric for OECD countries is 33% (as in 64% of the expenditures are controlled at the federal/national level to China’s 15%). In the US for instance, which is already more decentralized than most given it’s a federation with states, only 45% of the country’s expenditures happen at the state and local level: almost twice less than in China! The effect of this, as Keyu Jin explains, is that provinces and larger municipalities in China have an immense degree of autonomy over the way they run their respective economies and fiercely compete with each other. This is the first loop. And then of course the second loop is that you have companies competing with each other in the market. As a result what constantly evolves in China is not only companies themselves but the environment in which they evolve: you constantly have this or that province running a new policy that proves very effective, making them gain an advantage vs other localities, initiative which is then copied by other localities. This makes the economic environment incredibly dynamic as it allows the state to move in unison with the economy, as opposed to slowing it down as is often the case in other countries. So what’s the role of the central government in all this? The key role, Keyu Jin argues, is setting broad objectives as well as personal management and promotion. And this is what makes the whole system work as therein lies the incentive for localities to compete with each other: because local officials know that if they do a better job than their peers, they’re on track for promotion by the central government. In “China Inc”, the central government is the board of directors and HR, presiding over an army of local CEOs with immense degrees of autonomy over their own “companies”. Keyu Jin gives the example of the solar industry. There was at some point (around 2005) a directive by the central government to develop the solar industry. The graph she shares in her talk is incredible: within a few years you had solar companies as well as patents related to research on solar technology pop up literally everywhere in China. With the result we all know about today: China today completely dominates the solar industry and solar technology (according to the International Energy Agency China's share in all the manufacturing stages of solar panels exceeds 80%). As she explains, this makes the Chinese system somewhat paradoxical as it is at the same time incredibly decentralized but also incredibly effective at mobilizing the country for centrally-decided objectives, in fact she goes as far as comparing this effectiveness to the country being in a constant state of “wartime mobilization”. An interesting comparison would be if you had all the countries in North America, the EU and North Africa (altogether roughly the population of China) all united under a common leadership deciding on common objectives and on the career path of all these countries’ officials, based on how well they achieve these objectives in their respective countries. We’re seeing this system being mobilized in its full strength today on leading edge semiconductors after US sanctions, and this is why these sanctions will undoubtedly ultimately prove so self-defeating: once the Chinese “wartime mobilization” machine is given an objective - and you can be sure this objective is prioritized very highly - the fight is essentially over, you can consider it done. Once you have hundreds of thousands of PhDs, companies and officials all at the same time competing and working within the same broad “China Inc” roof to make something happen, it will ultimately get done. If you want China NOT to develop a technology, the very last thing you want is to make them mobilize the full strength of the machine on it. With the sanctions the U.S. effectively told China: “please we beg you, do dedicate your formidable economic mobilization power to becoming a semiconductors powerhouse as fast as possible” 🤦 Another particularity of the system that Keyu Jin highlights - and I’ll end on this - is that this system also allows China to “allocate losses to certain groups of people, interest groups and sectors” in order to “enact system-level changes'', something she says is “very difficult for other governments with more political constraints to do”. For instance we’re seeing this play out in real-time with the real-estate industry: China recognized there was a housing bubble and Xi issued its “houses are for living in, not for speculation” directive. We’re since witnessing an engineered deflating of the bubble, ensuring to the extent possible that the losses are borne out by real estate developers and speculators, and not too much by society as a whole. This is part of the reason why China has never suffered a recession in the modern era: it does controlled demolition when necessary but tries to ensure it doesn’t suffer massive crises like we’ve repeatedly witnessed in the U.S. for instance. Of course no system is perfect. Weaknesses of the Chinese system include for instance local protectionism: there’s a perverse incentive for local officials to protect their local companies in order to give them a leg up vs companies from other provinces, which ultimately comes at the detriment of everyone. Another weakness is corruption, a sempiternal problem in China, where local officials - who are extremely powerful due to the nature of the system - will decide that getting promoted isn’t incentive enough and will try to cash in on their position of power. Cracking down on this is also a key remit of the central government and of course one of the major initiatives of Xi since he came to power. Lastly, another clear weakness is obviously that everything ultimately relies on the wisdom of what the system gets mobilized for, on the wisdom of these broader objectives coming from the central government. If they’re ill-thought, you effectively have a whole country working towards the wrong objectives… On this we’re often told that this problem doesn’t happen in countries where what the economy works towards is set more organically by the “invisible hand of the market” but if you think about it, it actually happens just the same as the “invisible hand of the market” actually equates “what’s good for shareholders” and what’s good for shareholders isn’t exactly always a perfect proxy for what’s good for society, to say the least... For instance it’s absolutely insane that we’ve just had 2-3 generations in the West where the best and brightest went to work for the finance industry to engineer ever more convoluted schemes to make money out of nothing, simply because it’s insanely profitable to do so. Anyone looking at this rationally can see it’s not exactly the best use of our precious human resources as a society… So all things considered, if I had to choose I’d much rather have our broad societal objectives set by human beings rather than by the theoretical concept of “what makes the most money deserves the most focus”. And as it turns out the Chinese system actually fares decently well against capitalism: human beings aren’t evidently too bad at deciding what human beings should work on if they’re being thoughtful and strategic about it.

Arnaud Bertrand

193,688 次观看 • 2 年前

🚨 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 次观看 • 1 个月前

👽🛸 Stratton: "It's Not from Here" and We Don't Know If It's Hostile - Plus: A PSYOP to Protect Us? And...God 🛸👽 (I'm behind on this but my posts take time, and I think many will find this interesting.) Sean Hannity 🇺🇸: "Has the government been hiding the existence of UFOs from the people of this country? Here with more, the director and producer of this new documentary, Dan Farah, and the former director of the U.S. government's UAP Task Force, Jay Stratton. "Let me just tell you where I am: I am really curious about it. I've asked a lot of questions about it. I've been told...I've been given both sides in terms of the answer to the question. Some people swear it's true. Other people say, 'Nah, it's not true.' You know, like, Area 51, et cetera, et cetera." (Would be nice to know who's telling him it's true vs. not true.) Hannity: "I'm somewhat agnostic. I believe with God, all things are possible. If God created universes, within universes, within universes. Are we that arrogant to believe that there couldn't be life elsewhere that might be even more intelligent than we are? And we're not that intelligent sometimes." (I think it's interesting to see Hannity say he's agnostic about UAP/NHI, and has heard different things about about the validity of related claims - which feature a ton of anecdotal evidence, government reports, some photos, videos and radar, and current-day, high-level folks telling him they've seen classified data - but he doesn't question the existence of God? Where's the evidence for God and Jesus? Double standard. There's much more evidence for the existence of true-unknown, UFOs, than there is for God.) Hannity: "But what makes you think...why are you so certain?" Farah: "Well, look, I made this film in pursuit of the truth, to find the answers to those big questions. I interviewed 34 very-high-level government, military and intelligence officials, ranging from Marco Rubio to sitting senators to intelligence officials, admirals, generals. And collectively, they all broke their silence to reveal an 80-year cover-up of the existence of non-human intelligent life." (I really enjoyed "The Age of Disclosure" but the amount of people in it who we had never heard from before, on camera, and who "broke their silence" for this film, is just a handful of folks.) Farah: "And a high-stakes, secret Cold War race that the United States is in with adversarial nations to reverse engineer technology of non-human origin. And this has all been kept from the public, from Congress..." Hannity: "Can I interrupt you, Dan, one second?" Farah: "Yeah, yeah." Hannity: "Are you saying to me that Secretary of State Marco Rubio confirmed to you that not only do UFOs exist and life from some other location exists, but we are fully aware of it, and we are...there's almost a cold war going on that has never been revealed to the American people? Marco Rubio said that to you?" (That's what people may come away thinking if they just watch the film, so I'm glad Hannity asked that and Farah clarified.) Farah: "Rubio confirms on camera that UFOs, UAP, which they're now called, are in fact real. That's not a debate anymore. The only question now is: Who's controlling them? Where are they from? What is their intention? He says, on camera, that UAP are penetrating our most secure airspace, like our nuclear-weapons sites, military bases, and it's a major concern." (100% true, and it's nice to see a new, wider audience see and hear Rubio say that. But, he's been saying that, on camera, for over four years now.) Hannity: "Okay. Jay, where do you think this is coming from? Do we have any suspicion at all?" Stratton: "Well, the best way I can say, Sean, is it's not from here. You know, I spent 20 years researching this topic, working this topic directly on behalf of the American people, and I did everything I could, and did confirm that some of the things that are seen are obviously, you know, completely terrestrial, whatever word you want to use there. You know, from potential-adversary nations, from, you know, defense contractors and companies here, you know, commercial sources. However, there were still cases that we could not attribute to any nation on Earth, and that says a lot." (The follow-up should have been: "Jay, you claim some of this is, "not from here." In the movie, you say that you have seen non-human craft and beings with your own eyes. Can you explain that and share some details?) Hannity: "Do you both believe that they're hostile? Dan? Hostile forces, entities, if you will?" Farah: "I think that's to be determined." (Stratton nods his head up and down in agreement.) Hannity: "So we don't know for sure?" Stratton: "No." Farah: "We don't know what their intentions are." Hannity: "Jay?" (I REALLY wanted to hear Stratton answer the question about intent because his family, reportedly, went through a rough time with the phenomenon (Read "Skinwalkers at the Pentagon." Axelrod = Stratton) and, again, he says in the movie that he has seen non-human craft and beings with his own eyes. He helped start AAWSAP (2008-2010), created AATIP (in 2015) and was the director of the UAPTF (which began in 2020 and was replaced by AARO). Unfortunately, Farah had already started answering so we never heard about intent from Stratton. Big-time, missed opportunity.) Farah: "Look, I interviewed 34 military [and] government intelligence officials, Sean. They couldn't tell us any better than you could what the intention of non-human, intelligent life is, right?" (Stratton nods his head up and down in agreement. The question we all want to know: Do any of the people in The (alleged) UAP Legacy Program who have had access to ALL of the data have educated opinions about intent? If so, what are they?) Farah: "All we know is that this is a real situation, it exists. There are UAP penetrating our most sensitive airspace. It is a problem. And even if you can't wrap your head around the idea of it being non-human, intelligent life, what are the choices you're left with?" (Stratton nodded his head in agreement for all of that. ⬆️) Farah: "An adversarial nation like China or Russia that leapfrogged us, technologically, and is invading our most classified and protected airspace? That's not great, either. So, you know, no matter how you have to look at it to get your head wrapped around it, it's gotta become a serious conversation, a serious national conversation, a serious global conversation." (Stratton nods in agreement, again. He should have been the one doing most of the talking here because, besides the Q&A at the premiere during the SXSW festival, this is the only interview we have with Stratton since the movie came out. I'll link to the SXSW transcript in the replies.) Farah: "And, you know, the film reveals there has been a deeply-hidden, crash retrieval and reverse engineering program in the United States. China has one, Russia has one." (I would argue: Claims are made in the film but nothing is "revealed.") Farah: "There is, in fact, a high-stakes secret Cold War race. Rubio talks about this race, on camera, on the record, in the film. And makes it clear that if we don't get our act together as a nation, we're gonna wake up one day - to quote him - he literally says, 'We will wake up one day, and China will have beat us. And we won't know how they got there or when they got there, but we will be screwed.'" (Just to be clear: Nowhere does Rubio (or Rounds) say that they believe the U.S., Russia or China have a UAP crash retrieval program or that we're in a race to back engineer non-human technology. But what IS said...) Lue Elizondo: "Some of this UAP activity we are seeing here in the United States may actually be a result of a Chinese UAP reverse engineering program." Senator Rounds: "If Xi Jinping had access to this, if Putin had access to this, and they thought that we did not have access to similar capabilities than what they did, do you think for a second that they wouldn’t consider using it to achieve their ends of domination?" SoS Marco Rubio: "And if their approach to it is driven by science, and a desire to match what they think is ours, we’ll wake up one day and realize, I don’t know how they got there, but they got there ahead of us, and now we’re screwed." (To keep it simple: In other words, if China or Russia acquire advanced technology, no matter the origin, they will do everything in their power to reverse engineer it in an attempt to surpass us, technologically. Meanwhile, in the U.S., these alleged programs are hidden away with no congressional oversight and are so stove-piped that our top scientists and brightest minds, apparently, aren't able to be brought on board in an attempt to reverse engineer whatever we have in said programs. So, we've kind of handcuffed ourselves and slowed down any progress. Then again, we have have mixed messages on how much progress HAS or HAS NOT been made. Dr. Eric Davis in 2019: "The crash retrieval program is [a] very small program. It is not a massive, huge government infrastructure. It’s a very poorly-funded program and it hasn’t actually, probably hasn’t had any money for a while. I do know that the program was terminated in 1989 for lack of progress in reverse engineering, anything that they had, any of the hardware that they had. And they’ll resurrect it every, maybe so often, so many years go by and they’ll try it again. And they just don’t succeed because compartmentalization is a killer. Scientists cannot communicate with other scientists to get help." Dr. James Lacaski has said (on WEAPONIZED in 2025) progress has been made but, "it hasn't been achieved to its full extent." And Retired Naval Commander Will Miller told me in 2020: "It’s my firm belief that yes, we – the Russians, probably the Germans, and perhaps the Chinese have at least partial technologies (pieces), and most likely for the U.S. – entire operational craft. I believe we have our own trans-luminal velocity craft that can take us anywhere in space and time. Did we develop this technology independently? Probably not!" Which one is accurate? We also have Dylan Borland (2012 at Langley AFB), Daniel Gockerell (2006 at Eglin AFB), and others, saying they saw triangular (and other) craft with unique properties of flight. Did we back engineer those from UAP craft we acquired? Remember what Rounds said? "If Xi Jinping had access to this, if Putin had access to this, and they thought that we did not have access to similar capabilities than what they did, do you think for a second that they wouldn’t consider using it to achieve their ends of domination?" ~Senator Mike Rounds in AoD The PSYOP Angle: If the U.S. has not achieved any progress in reverse engineering this advanced tech (assuming we've acquired it) and China and/or Russia HAVE? And Russia and/or China suspect this? Wouldn't it make sense to pretend like we HAVE made progress? That would keep Russia and China from attacking us and achieving, "their ends of domination." So are the comments by Davis (lack of progress) accurate, and Lacatski and Miller (notable, but not full progress, and full progress) just doing their best to make China and Russia believe that we HAVE made progress, when, in reality, we have not? A PSYOP to protect our country and citizens? Or maybe we actually HAVE made progress? It's VERY confusing.)

Joe Murgia

16,247 次观看 • 7 个月前

Apple’s iPad “Crush” Ad Is Bleak, Ominous and Threatening I don’t know if you’ve seen Apple’s just-released commercial for the “New” iPad Pro, but it’s pretty awful. It is dark, humorless, and feels like a not-so-thinly veiled threat to writers, musicians, game makers, developers, and artists of all kinds. …and children, even. I’ve watched it at least five times today alone, and I’m left with one big question. “Who on earth approved this?” It’s absolutely baffling that the world’s largest technology company, with the world’s biggest marketing budget, thought this would be a good idea. What kind of idiot—or idiots, since dozens or hundreds of people had to be involved in the writing, staging, producing, recording, and editing—felt this kind of ad would somehow create a positive emotional connection with consumers? Seriously, it’s terrifying. In a dank, cold warehouse, devoid of all life and humanity, an industrial crusher comes to life, and slowly starts destroying a collection of musical, philosophical, and artistic devices and instruments. For no apparent reason, everything starts getting smashed: first, a trumpet, then an arcade video game, then cans of paint, a piano, a globe, a metronome, a guitar… on and on it goes, obliterating everything in sight into a colorful, gooey, explosive mess. Books, camera lenses, lamps, a guitar, a sculpture, and a typewriter—all tools of the liberal arts—get mangled into a garbage heap as Sonny & Cher cheerfully sing, “All I ever need is you.” In the penultimate moment, a goofy yellow smiley emoji becomes a bug-eyed scary-clown freak as it, too, is crushed to death. Worse, if you enable closed captions like I do by default, the video says: “[POPPING] [SPLAT]” right as its eyeballs pop out of its head when Cher sings, “Give me a reason to build my world around you.” It’s enough to make a child cry. It has all the comforting vibes of the burnt pink teddy bear floating in the swimming pool on Breaking Bad after two planes crash in mid-air. I have so many questions (aside from simply wondering the names of the soon-to-be ex-employees who greenlit this abomination). First of all, as a trumpet player myself, I am personally offended that they made me watch a perfectly good trumpet get smashed to smithereens like it’s no big deal. Why would they torture me like this? Second of all, what is the message here? No, not that “the most powerful iPad ever is also the thinnest,” as the voiceover artist states in the last few seconds of the clip. I mean: what is the message? Ostensibly, pulverizing children’s toys, arcade games, architectural models, and ceramic Angry Birds into a paste implies something like “We’re taking all the best of humanity; all the collective works of Western Civilization, smashing it into pieces and putting it inside this remarkably thin device so you can have all of it in the palm of your hand.” But my oh my, is there an elephant in this room… he’s hiding behind the monstrous destroying machine. Did anyone inside Apple realize that everyone outside Apple will recognize this imagery in a metaphorical sense, but not the one Apple intended? We don’t see a crushing machine gently consolidating the greatest output of all our artistic endeavors, simply reformatted for a digital age and consumed by everyone with instant, fingertip access. We see what is painstakingly obvious to us, and the timing couldn’t possibly be worse. We see a giant, soulless machine consuming our work in a very different way. Right now, AI models are training themselves on our intellectual property and even our very own personally-identifying data. We aren’t the ones doing the consuming. We’re the ones being consumed. The tech industry has become one massive gaping maw, opening wide and swallowing everything in sight, chewing it up into little bits and pieces of comminuted waste, like a paper shredder or a garbage disposal. It’s destruction in its most literal form. And for what? For a newer version of the iPad that is only slightly thinner than its predecessor? For an only marginally improved version of Apple’s tablet device that has been around for 14 years? For increased profits? This is a terrible look for Apple. They may as well be saying: “All your work are belong to us.” Personally, I am a fan of artificial intelligence. I am eagerly embracing our robot overlords and I welcome our new CSV god (as the actual developers of AI models like to say). I look forward to the freedom and innovation that will come as a result of humanity augmenting our intelligence with AI like a force multiplier on a battlefield. But if Apple has the same perspective I do, they’re selling it in the worst possible way. When I see this video, I see that Apple is definitely crushing something… but I’m not sure what. -Crushing small companies that develop apps for the extremely heavy-handed App Store, which imposes byzantine restrictions on what they can and can’t do with their own apps? -Crushing competitors by limiting what they can do on the iOS and MacOS platforms with arbitrary and capricious rules about enabling functionalities that Apple doesn’t like, even if users do? -Crushing publishers and content creators with a punitive 30% fee on all subscriptions and in-app purchases? -Crushing choice and competition by not allowing app makers to make apps and programs that do the same thing that native apps already do, even if they do it better? -Crushing all human creativity and innovation by automating and systematizing everything? In the early days of the “Google vs. Apple” fight over the web and app stores, I was really concerned that Google was becoming way, way too powerful. Specifically, in 2015, when Google came up with “app streaming,” they announced a desire to form a “web of apps.” This was concerning. Especially when coupled with Google’s efforts to steal content from other websites and provide it to users via the “knowledge graph” results, ending up with the creation of “zero-click” search results pages, which absolutely punished website owners and content creators. By taking the most valuable content off a website and showing it to Google users without them needing to click through to the website itself, Google had essentially stolen everybody’s intellectual property with only the most minimal attribution possible (to fend off lawsuits no doubt, but with no intention of users actually visiting the website in question anymore). “Google is eating the internet,” I thought, and said out loud, (although I probably wasn’t the first person to use that phrase) But what I meant was purely an analogy. It was vague and ambiguous, almost silly. Maybe I was wrong, though: maybe it’s Apple that’s doing the eating. Maybe Apple is not only gobbling up everyone else’s work, but also homogenizing it—and us—and forcing us to use their platform, pay their fees, abide by their rules, and constantly keep upgrading, upgrading, upgrading, to an ever-thinner iPad in order to use it. Watch the video again. This is the stuff of nightmares. To be perfectly fair, even if I were to take the commercial at face value and ignore it’s off-the-charts creepiness and just stick to its one stated claim—that the new iPad Pro is thinner—it still fails as a commercial. Why? Because nobody cares how thin an iPad is. Seriously. I’ve owned an iPad since 2010: that means I’ve carried around a version of Apple’s already-thin tablet every day for over a dozen years. Never once have I said to myself: “You know what improvement I’d really like to see in this thing? I wish it were thinner.” Never. That thought has never crossed my mind, even once. You know what has? -Better battery life. -I’d like my iPad to not get hot to the touch when I use the Apple Pencil to take notes. -I wish it wasn’t so fragile: I dropped my brand-new iPad 2 back in the day when it slipped out of the arm-hold I was carrying it in, it bounced on the pavement, and the screen shattered into a thousand pieces, making it unusable. -I wish it had more storage. -I wish Apple would stop changing the type of cable connector it uses: I’ve gone from the original 30-pin connector to the Lightning connector, and now to the current USB-C/Thunderbolt connector. -I wish I could view the screen in direct sunlight. -I wish it wouldn’t overheat and turn off automatically when I use it outdoors in the summertime. Those are announcements I would welcome in a new iPad Pro commercial. None of this “now even thinner” nonsense nobody needs or cares about. So, back to the commercial. In my opinion, whoever made this ad should be fired. I almost never say that about other companies, especially for good-faith marketing efforts gone wrong… those of us who work in marketing make mistakes sometimes, and we learn from them. But cases like this warrant a special exception. Marketing and advertising are designed to make people want to buy your products. This commercial doesn’t just not make me want to buy Apple’s products. It makes me not want to buy Apple’s products, which is something altogether different. It turns me from someone who likes iPads into someone who is almost rethinking iPads entirely. That’s not just a bad advertisement; it’s a harmful advertisement. Apple’s usually known for great commercials. The legendary 1984 Super Bowl commercial was, of course, their best. I thought “Hello, I’m a Mac” was absolutely brilliant. They have made some missteps along the way, but this one is really bad. Not even their nauseatingly preachy and woke “Mother Nature” ad from a few years ago was this bad. Steve Jobs once said, “Technology alone is not enough—it’s technology married with liberal arts, married with the humanities, that yields us the results that make our heart sing.” My goodness, that last line alone is poetry itself! This ad seems to be Apple signaling that they don’t believe in that anymore. And I don’t think all this handwringing is an overreaction to where you could say “Oh, c’mon, it’s just a commercial! What’s the big deal?” It is a big deal. It tells you about the values of the company, and what they intend to communicate. Really, how is this the same company that used to sell iPhones by showing grandmas using FaceTime to connect with their baby grandchildren from afar during the holidays? Everything about it is wrong: even the thumbnail they chose for it (the bulging-eyed smiley face) and the fact that they gave it the title “Crush!” It was fun to see the reactions to the video online today. I find it fascinating that Apple shared it on YouTube but turned off the comments. On X, Tim Cook shared it Tuesday, and the video, which so richly deserves to be mocked, is getting it in spades. Some people are calling it “anti-art.” One user called it “soul-crushing,” which was about as literal and logical a response as you’d expect. It turns out Apple actually made an announcement about the commercial. In response to the (apparently unexpected) poor welcome it got, Apple wrote: “We missed the mark with this video, and we’re sorry.” Lame response from a tone-deaf tech behemoth, but still, they hopefully got the message. C’mon, Apple. I have seen the future, and this ain’t it.

Ron Stauffer

19,018 次观看 • 2 年前

The most epic 13 minute AI rant I've heard in 2026 PS: My parent's heard this when I was playing it in the car and thought Jason ✨👾SaaStr.Ai✨ Lemkin went OFF like Stephen A Smith does on first take PPS: Full transcript below [17:00] Harry Stebbings: I I just wanted to ask Jason, if the people that we want are fundamentally different, the developers that we used to hire, we don't because AI writes the code for us. The marketers we don't want, the sales people we don't want—who who do we want genuinely? Like what is the attractive profile? Because your Anthropic’s and your OpenAIs are hiring, so so what are the people that we want in the companies of the future? [17:18] Jason Lemkin: Look, I know it sounds trite, but but the answer is simple. It's just the expression each year changes. We want folks that are genuinely AI fluent. It's pretty simple. Now you know, maybe last year we called them prompt engineers, right? That used to be a job. I don't know if you remember that actually used to be the hottest job on planet earth. Now no one needs a prompt engineer because it's pretty easy to prompt all these tools. That job died. Okay. Um and now we need go-to-market engineers. Um I think that job's going to die. We need—everyone needs so many forward deployed engineers. Like you can't hire enough forward deployed engineers. But uh you know um but Palantir just announced in whatever their their big their big event—they've gotten their deployment times down over 90% with forward deployed engineers. So that may become—so the this wave of disruption for the titles and the specificity, it's also exhaustingly accelerating. But it's really simple. You meet anyone for any role—sales, marketing, engineering, product, QA—they're they're either they're either they can't keep all of the ways they use AI to accelerate their job from spewing out of their mouth, or they're staring at you. It's there's nowhere in the middle. Like, and the person that comes in and says—it's it's it sounds Captain Obvious—but like, you know, you just had the whatever from Lovable, the the marketing head that was super popular on the show, right? She's just spewing AI-native insights into Lovable, right? It's not that complicated. You hire her, Elena, or whatever it is. You just hire her. It doesn't matter whether she's still in college or a junior or a senior or a middler, a left or right. And honestly, if you interview people, I would say of all even of the best startups I've invested in, maybe 30% of the management team meets this standard at best. 30%. Maybe less. And of the interviews I do in general, it's single-digit percents. It's just and in in that sense, it's the same as ever. Like you either lower the bar in hiring or you hire someone that's actually great. And someone that's actually great is so far ahead of you in how to apply to to employ the efficiencies of AI in their role, your jaw falls on the table. The difference is we used to need warm bodies. That's what's changing. We used to need warm bodies to answer the call, to do QA, to do code review, to to get the blue pixel to go from the upper left to the lower right. You laugh, but you need you literally needed to brute force this with humans. With AI, every day that goes by, the AI—you do not need brute force human beings on your team. And that's another reason they're shrinking. Why are all these new companies so efficient? They're just not brute forcing things with humans. They're just not. They're choosing not to. And so these team—all the brute forcers out there—everyone talks about how bloated teams got in 2021. I don't agree with that. I think they got as big as they needed to be when growth was high and you needed humans to do everything. All you look at these teams that that doubled—well if growth continued at 60% like the rate in early 2021 for 5 years or can help me do the math and every single thing a software company did required a human. You were understaffed by your 2021 headcount. You'd be sitting here in 2026. You every office in SoMa would be triple packed and you there wouldn't be enough humans to staff your company. It's just the world changed. [20:33] Harry Stebbings: Jason, you live on the bleeding edge. I think me and Rory see that and I think the world sees that when they hear you every week in terms of how you run SaaS. For all of the CEOs and execs who listen to the show, what would you advise them in terms of determining whether someone is AI fluent when they meet them for jobs, for talent? [20:51] Jason Lemkin: Here's I realized I was just asked this. I just did a review with a super fast startup growing just crossing 100 million and I was asked this question. And one of my favorite executives, I thought his answer was pretty dated and because he gave me an answer that was about 6 months old. The answer 6 months old is: "I look for folks in my team, I look for you know at what tools they play with." Okay, that was a great answer in like summer of 2025. Okay, I tried Lovable last week. Okay, the answer in 2026 is: "What commercial AI tool have you brought into your organization this month?" That's the test. Anyone that is on the bleeding edge that you would want to hire—now there are so many great products in the market. Okay, there is no excuse in any role to have not brought one tool a month into your organization. Okay, there—now there's going to be better and better tools and better and better products as the year goes on. What's the one you did? And you will see folks with their deer in the headlights to this question. What what sales tool? What marketing tool? What product tool? What engineering tool? What did you bring in? Why did you pick it? How does it working? Because if you're at remotely at the cutting edge, you're all over this. You're looking for the next agentic tools that will radically improve how you do business. This is—you think everyone thinks SaaS is at the bleeding edge, right? You know, you know, all we do is we're just looking for the tools and trying them. Okay? Okay, we're one year ahead of everybody else because we did the simplest thing in the world. Like we tried the tools early and we trained them. We trained them for a month. Okay, I'll give you—want hear a horrible example from this week? Super hot AI company valued at 6 billion. Okay, I'm not going to name it. Um, this week yesterday told us we had to quadruple what we spent on their product. Okay, their agent told us, right? And why did this happen? Okay. Well, at this $6 billion company, no one had trained the agent on its pricing properly. No one had tested it. They said, "Well, well, we've been in beta." And we said, "Well, when did the beta launch? A year ago." Okay, these are people asleep at at the wheel. You want somebody who the instant this comes up, they exactly know what the issue is. And "Hey, when I was at Lovable Replit, we trained the agent. This is how we did it. I brought in this tool. I brought in this tool that that Rory invested in last week. It solved all these issues." That's what you want to hear. And if they haven't brought in a tool in the last 30 days, at least deeply evaluated it. I don't really care whether they bought it, but gone so far down the funnel they can tell you—pick whatever tool: Fixie, Regie, GC, AIGC—I don't care how you went through it, you looked at it, you can tell me the eight ways it would improve the productivity of your business and three you didn't. Just don't hire that person because they're going to run your company to the ground. This is the job today. The job today is not to screw around on ChatGPT and to be a prompt engineer. The job today is to bring the best AI and agentic products into your organization and leverage all the hard work that the engineers have done building those products. That's your job. You don't have to screw around. You don't have to be a prompt engineer anymore. You have to be an agent deployment expert. A—this is the new job we're making up today. An Agentic Deployment Expert. That's your job from C-level to junior. Agentic Deployment Expert. Don't hire anybody else. You're going to regret it. They're going to stare at the camera. He's good. Stare at the camera. He's honorable. We could probably just I could slip away, get a coffee, and come back. No. And I I sound exasperated, Rory. And I—but the reason I am is I can just see I can see my best companies doing it. And I can see some companies I've invested in not doing it. And I want to cry. I just want to cry when they have no ADs on their team. I just—like you're flushing your years of your life down the toilet by not approaching your how you're building this company this way. [24:33] Rory: Yes. And at the risk of being positive, it's worth pointing out two things he didn't say. Well, something implicit why he said—Jason didn't do the only hire, you know, he didn't commit the um employment law, I think it's a civil penalty of saying only employ people below X who get the new new thing because he implicitly said anyone can do it provided you're willing to learn. And I think that's the big aha that's one of the positive statements to make here right? Look and I think it applies—I'm always wary of being "Hey, coming across, hey this this is the things that you all have to do." I think it applies to everyone including investors right? I mean I will say I have found that unless you're willing to invest the time learning these tools you actually shouldn't be investing in them. One of my partners Andy had this expression: "You know, if you decide you want to stop learning new things you probably should retire within 6 to 12 months and never write another check again." Maybe that's down to 3 to 6 months at this stage, right? And I think, you know, it's— [25:27] Harry Stebbings: Yeah, I actually I actually had a meeting with mine and Jason's biggest investor the other day and I—pretend he's not here—I said I think he's the most equipped investor for this generation of investing because I don't think anyone quite sits at the bleeding edge like he does on the investor side. [25:42] Harry Stebbings: Why in terms of using the equip stuff? Yeah. Yeah. In terms of using the stuff, understanding understanding bottlenecks, constraints. For sure. [25:51] Jason Lemkin: But can I just add one point? We can just cuz it's so important if it helps people. Okay, we are—and thank you Harry. We're going through these phases. Okay, and when AI started to blow up for real for us, uh call it early 2024, right? Maybe late '23, I wasn't equipped. It was too technical. I wasn't going to go in and figure out—I wasn't smart enough to figure out how to deal with a massively hallucinating LLM API and turn that and turn that into something magical. Kudos to investors and others that that got it in early '23, '22. I mean I remember I—I guess it was maybe SaaStr Annual '23. I was with David Sacks and I did a Q&A and I said, "How you thinking about AI at Craft?" He's like, "Well we're all in. We want 80% of '23 of investments to be AI." I'm like, "Great but like show me the show me the great ones in market." He's like, "They're all prototypes. We're all they're all they're all proof of concepts but we're all in anyway." That's where you kind of had to be in '23 if you weren't investing at like the LLM level. Okay, I wasn't smart enough. Then we went through this weird-ass prompt engineer era where like you you could torture these products to do something good, right? But you had to torture them. You had to like craft these crazy things that made no sense. Now we are in the era where mere ordinarily smart generalists can make these tools do magical things. And literally I go to these meetings and people be like, "I don't know how to like this is so scary. I don't know how to do this." And we show them our backends. Do you know how to do a workflow generator? Do you know how to do a a decision tree? Like we've been building these since software in the '90s. Okay, if you—I can show you all of our agents. The how they work is novel. They do have to be trained. You can't be lazy and have these agents work. But honestly, the the UI, the UX, the way we interact with them, it's just software. And so my point is: Pick yourself off the ground. This is your time now. If you felt lost in AI era, if you felt like you're behind, you don't understand what all these people are saying on X and Twitter and their Claude and and their and talking about all the 4.6 point Nano point and it's over—like you just it's not your world. This is your time. This is your time for the generalist that knows how to use software tools really really well. And I—this is my last point but it's so important. If ever in your recent life—and this is why you could be all you need to be is young at heart to Rory's point—if in the last three to five years you have successfully deployed a piece of enterprise software of any sort you yourself, not some agency you hired, but if you have deployed it, you can deploy any agentic tool. Any. And you can become the hero in your company and you can become the hero in your functional area. But I watch folks—I'm literally helping a company now that they're adding hundreds of sales folks this year with a new pre-IPO COO—he's not hasn't brought in a single tool, totally scared of it. Okay, it's not that hard. Did you use SalesLoft? Did you use Outreach? Did you use HubSpot? Do you know these tools? If you can deploy these tools, you can deploy a world-changing AI agent. And so this is the time for people like the folks that that were shut out of the AI revolution right now. The generalist folks that are not that know how to deploy software that don't even know how to build software. Like vibe coding for me was folks who knew how to build software, but you didn't have to be an engineer. Now, you just need to know how to deploy software to win with AI agents. That's all you need to know. So many people have these skills and they're petrified of AI. "How did you do that? How did you deploy an AI BDR?" Well, we bought a piece of software, we figured out how it worked for a day, we set it up in an afternoon, and then and then we did spend 30 months training it, which you didn't do with this old software because in the old days, we just had to manually upload all the data, right? And there was no training. The the only non-intuitive part is training these things. And it's it's it's just work. So that's why when I see folks on the management team not doing this, there's no excuse. You do not need to be technical to win with AI agents in Q2 of '26. You do not need to be even 1% technical. Not at all. So it's your time. Or you're going to get laid off. Or you're going to get laid off because you're not going to matter.

Arjun Mahadevan (Mr. LLC 🇺🇸)

37,533 次观看 • 3 个月前