🚨 India's First Vande Bharat Sleeper undergoing trial run... before it's inaugural run on 17.01.2026🚆🔥 📸 Video by North Odisha Rail #VandeBharatSleepershow more

🚨People litter on vande bharat Sleeper train within hours... of its inaugural run. Just see the civic senseshow more

🚨THIS IS HUGE. Bitcoin has officially tested the 200W... MA for the first time this cycle. Historically, this has marked the final BOTTOM before a run to new ATHs. Every previous touch was followed by EXPLOSIVE upside for $BTC within 12 months📈🔥show more

🔥🚨BREAKING: Liberal streamer Hasan Piker who was accused of... using a shock collar on his dog by fans is getting backlash after this video of him "training" his previous dog named Fish resurfaced. Hasan can be seen pulling Fish by the tail with brute force that his dog is lifted off of the ground. Hasan: "MOTHERFUCKER! COME HERE" "If you run right now, I'll fucking kill you! I'll actually kill you motherfucker"show more

🚨 HUGE BREAKING NEWS — Team USA just defeated... Bosnia and Herzegovina 2-0 to advance to the Round of 16 in the 2026 World Cup! — (Video: AI) This marks the first U.S. knockout stage victory since 2002. What a moment for American soccer on home soil. 🇺🇸 Proud of the squad fighting through adversity and delivering when it counted. Do you think Team USA can keep the run going deep into the tournament? Let’s hear it! ⚽🔥show more

>>>CONTENT WARNING: The following video contains material that may... disturbing to some audiences.<<< 🚨***LPD MCIU ASKING FOR PUBLIC'S HELP OR INFORMATION IN CENTRAL LUBBOCK HIT-AND-RUN***🚨 The Lubbock Police Department’s Major Crash Investigation Unit is asking for the public’s help for information in locating a vehicle in connection to a central Lubbock hit-and-run that left a bicyclist seriously injured. Officers responded to a report of a hit-and-run with injuries in the 1300 block of 82nd Street at 11:39 p.m. on November 1st. Upon arrival, officers located Billie Koss, 45, lying in the roadway with serious injuries. Koss was transported by EMS to University Medical Center. Through the initial course of the investigation, it appears, Koss was riding a bicycle east in the 1300 block of 82nd Street and attempted to cross 82nd Street before she was struck by a white passenger car. The driver of the white passenger car fled the scene without stopping to render aid. The passenger car is described as an early 2010’s model Hyundai Sonata or similar vehicle. Anyone with information regarding this vehicle is asked to call Crime Line at (806) 741-1000. Individuals with information leading to an arrest may be eligible for a reward.show more

The blooper where Black Noir got completely absorbed in... his doodles ended up cracking up the entire set. The Boys premiered on Amazon Prime Video in July 2019 and was renewed for a second season before the first had even finished airing—an unusually strong show of confidence from the streamer. The series is adapted from the comic book run by Garth Ennis and Darick Robertson, originally published between 2006 and 2012, though the television version significantly expands on and diverges from the source material. The character Black Noir is portrayed almost entirely through physical performance, with virtually no spoken dialogue for most of the series, requiring the actor to communicate emotion and intent solely through movement and body language. Over time, the show has remained one of Prime Video’s most-watched original productions worldwide.show more

Meta just shipped the official Ads CLI 🤯 The... first time you can plug Claude Code directly into your Meta ad account without a third-party connector or (allegedly) getting your account banned. Plug it into Claude Code and Claude can pull live performance data, build dashboards, and analyze creative fatigue, all from one prompt. Here's what's possible inside Claude Code: → Pull last 30 days of campaign performance into a styled HTML dashboard → Find every ad with frequency over 3.0 or CTR drops over 20% week-over-week → Generate weekly client reports written in your brand voice → Run anomaly detection on spend, CPM, and conversions → Build creative fatigue alerts that flag dying ads before CPAs blow up The biggest difference from every third-party Meta MCP that's been floating around: This one is built and maintained by Meta themselves. Most folks running Meta ads won't touch third-party connectors because the ban risk is real. The official CLI (mostly) eliminates that. It's your token, your app, your direct connection to Meta's API. I put together the complete playbook: → The exact 15-minute setup: Meta Developer App, system user, asset assignment, token generation → 20+ prompt templates for reporting, fatigue detection, opportunity scoring, and anomaly analysis → A weekly operating cadence: Monday performance pull, Wednesday creative review, Friday exec brief → Rate limit guardrails so you don't trip Meta's automated enforcement → The 5 prompts to run first Want it for free? > Like this post > Comment "META" And I'll send it over (must be following so I can DM)show more

how to build Polymarket "always buy NO" bot +$200-400/day... PnL if you pick the right markets​ everyone overcomplicates this. the "NO-maxi bot" strategy is literally: buy NO on outcomes that are structurally overpriced, wait for reality to catch up.​ the part that matters isn't "genius insight", it's picking the right markets plus execution.​ where the +$200-400/day comes from it's not betting "no" everywhere. it's selectively loading up NO on multi-outcome ladders (FDV ranges, price targets, user metrics) where the top brackets are CT dreams priced way too rich.​ if you're consistently capturing 5-15% edge per cycle across 20-30 outcomes and actually getting fills, +$200-400/day is just position sizing plus discipline.​ first, the edge (why this isn't a meme) polytrackhq research shows $40M+ arb profits from 86M trades came from exploiting pricing errors. "NO-maxi" is the retail version of the same logic on overhyped brackets.​ so the goal is simple: find multi-outcome markets with fat tails, skip the base case, load NO on the fantasy brackets, let time and reality work.​ what you actually need (minimal) Python plus official py-clob-client (standard for Polymarket orders). Telegram bot for alerts (don't stare at screen). VPS so it runs 24/7 (don't run from laptop). where people mess up: they try "always NO" on everything and get wrecked by the one outcome that hits. pick markets with obvious "dream vs reality" skew.​ the bot loop (in plain English) Pull multi-outcome markets (FDV ladders, price targets). For each outcome: check if YES price exceeds realistic probability.​ Buy NO on 3-5 fattest tails (skip base case).​ Log market, outcomes, expected edge, fills. Repeat on new ladders. that's it. no AI, no news scraping, no predictions. just "overhype vs fundamentals".​ where to get real references (not vibes) PolyTrackHQ arb guide. exact logic for multi-outcome pricing errors.​ py-clob-client PyPI. official client (no wrappers). Polymarket Agents GitHub. framework for outcome looping plus orders.​ r/arbitragebetting Reddit. discussions on non-atomic multi-order risk.​ two real-world gotchas (that decide profit vs loss) Outcome blowout: one crazy top bracket hitting wipes the basket. always skip the most likely 1-2 outcomes.​ Resolution risk: ambiguous wording equals instant edge killer. read rules before loading up. how to make it feel "pro" fast Run only on high-volume ladders (FDV, price targets). fills matter more than theory.​ Start with $50-100 per outcome until logs prove fills work, then scale.​ Use official libs only. treat GitHub bots as hostile until audited.show more

🚨12 HOUR NEWS RECAP 1.⁠ Trump pushed back on... claims he was losing support: “I have the best, I have the best poll numbers among Republicans I've ever had. Among Republicans, I have poll numbers, 71%.” 2.⁠ After a brutal attack on DOGE team member Edward “Big Balls” Coristine during a carjacking, Trump threatened to federalize D.C: “Either they're gonna straighten their act out in terms of government and in terms of protection, or we're gonna have to federalize and run it the way it's supposed to be run.” 3.⁠ U.S special envoy Steve Witkoff met with Putin ahead of Trump’s deadline: strike a peace deal with Ukraine or face penalties. Trump’s warning? If Russia doesn’t fold, expect sanctions - and maybe tariffs on its trade buddies like India and China. 4.⁠ Gov. Abbott escalated Texas' redistricting standoff, filing an emergency petition with the state Supreme Court to remove Rep. Gene Wu from office. Gov. Abbott argues Wu “forfeited” his seat by fleeing the state to block quorum, calling it a deliberate attempt to shut down the legislative process. 5.⁠ After lifting sanctions on Syria, Trump has slapped the war-torn country with the steepest tariff on earth: 41%. The White House hasn’t explained why, but analysts say it’s a pressure move to steer Damascus closer to Israel. 6.⁠ Wildfires are tearing through southwest France, torching over 11,000 hectares. At least 1 person has died and 11 injured as firefighters struggle to contain the blaze. 7.⁠ Google’s new AI model Genie 3 lets AI agents learn by pretending to ski, work in warehouses, or roam mountain lakes - all from a text prompt. They said Genie 3 is how you train machines to do everything - faster, cheaper, and without needing lunch breaks. 8.⁠ Today marks 80 years since the U.S. dropped the first atomic bomb used in war - “Little Boy” - on the Japanese city of Hiroshima. The blast, equal to 15,000 tons of TNT, obliterated nearly 70% of the city. An estimated 140,000 people died by the end of that year, many within seconds. 9.⁠ Rwanda has agreed to accept up to 250 illegal immigrants deported from the United States, giving itself final approval power over each case. It becomes the third African country to accept U.S. deportees, following South Sudan and Eswatini. 10.⁠ In San Francisco’s SoMa district, 200 people gathered in a warehouse to hold a literal funeral for Claude 3 Sonnet.show more

🚨BREAKING: Did We Just Film the FATAL BULLET That... Took Out Charlie Kirk? Insane SINGLE-FRAME STREAK Whizzes Past Fiji Bottle MILLISECONDS Before Charlie Kirk SHOT! 🔫🎯 Check out this INSANE FRAME-BY-FRAME discovery we just found when going back though the Charlie Kirk assassination footage that's me excited. Look close at the Fiji water bottle directly in front of Charlie on the table: A high-velocity streak of light flashes across ONE SINGLE FRAME—milliseconds before the gunshot crack/boom echoes. This isn't an artifact or glitch. It's a linear blur consistent with a supersonic projectile (bullet) captured mid-flight. Technical breakdown: Standard smartphone cameras (30-120 fps) can't resolve the shape of a rifle round traveling 2,700–3,000+ fps. Instead, the sensor registers only a brief streak from reflected light as the object transits the frame—exactly matching what we see. Timing perfect too: Visual streak precedes audible report because light travels faster than sound (instant vs. ~1,100 fps). If this is the bullet itself whizzing past the bottle en route to Charlie... we just captured the fatal shot on video. Ballistics experts, optics pros—we need you to weigh in ASAP. The lone sniper story? Crumbling by the frame. Drop a 🔍 if this single-frame streak is the smoking gun we've been waiting for. Tag Candace Owens and make sure she sees this. Experts—DM or comment. This changes everything. Share before they scrub the footage. 🔥🇺🇸 Shoutout to ConstantStream For noticing this and bringing it to my attention. great eye! everyone should FOLLOW them.show more

CHINESE ENGINEERS JUST WROTE CLAUDE SCRIPT AND TURNED $6.02... INTO $3.3 MILLION ON POLYMARKET Nobody tells you about them and you still think this is a person placing bets manually I guess. Let me disappoint you, this is a fully automated script built by Chinese engineers 100%. This is true. They called it PHANTOM X. It runs completely through Claude. Their account here: Result: $6.02 -> $3,354,000. Win rate 71%. Biggest win: $179,000 (single bet). I’m copying their trades here: (Just added their wallet to TG bot 0xee613b3fc183ee44f9da9c05f53e2da107e3debf, it's so easy) How the bot works: -> It simultaneously tracks thousands of sports markets on Polymarket and Kalshi. -> Finds discrepancies between the platforms. -> Enters positions faster than any human could imo. Just three strategies in one: -- Pairs Trading: the bot sees YES on the Rockets at $0.62 while NO is at $0.41. Total = $1.03 instead of $1.00. That’s a 3% risk-free profit. It enters automatically within milliseconds. -- Sentiment AI: scans Twitter (X) and news in real time. If something big breaks, it recalculates the probability in 2 seconds before the market reacts. -- Calendar + Volatility: 15–20 minutes before the game, volatility spikes. The bot takes positions early and closes after the first major move. Why sports is perfect? Sports O/U markets have clear paired contracts that should total exactly $1.00, but constant deviations create reliable arbitrage. This is exactly how [sovereign2013] built $3.35M. > A human physically cannot monitor 50+ markets at once, react in milliseconds, stay awake 24/7, avoid emotions after losses, and run Z-scores on 60 bars of data. > The bot does all of this in parallel without breaks. Manual trading is dying. The automation era has arrived. Start learning Claude now. If you’re interested in writing your own bot on Polymarket: Comment the word "BOT" Like and repost this post Follow me (so I can message you easly) And within 24 hours I will send you a full manual on how to build a bot that can earn $2,900+/month. Also SAVE this info and article.show more

New York and Chicago are two big hubs in... the eastern US. Distance: 800 miles or 1300km roughly. Same as Delhi - Mumbai in India. There are 3 ways to travel. You can fly. You can drive. Or you can take a train. Fastest train is Amtrak lakeshore which takes ~19hrs. Driving takes 14hrs but you need to rest as well. I love trains. So I decided to take Amtrak. Their sleeper class. Took a roomette. First of all - American trains run on standard gauge. Which is smaller than Indian broad gauge. The compartments are smaller. And the trains are less comfortable. They shake way more. Second - Americans really don’t understand passenger trains. This train left late and then sat on a random station for 30mins. It’s already running late and usually reaches 2-3 even 5hrs delayed. And this is supposed to be a premium train. Culprit ? Freight. Americans don’t have dedicated fright tracks. The train btw is full. Which means people do want to travel on it. All sorts of people. Old, young. Business travellers. Only 2 coaches are sleeper - rest are coach (chaircars). Then the train reaches Albani and has to merge with another train from boston. Whole process takes 30-45mins. Can you believe a major train just sitting off a closed platform, cutting off its engines and adding more bogies in the middle of its journey in India ? The train had power supply for 30 mins cause it’s powered by diesel engines. Which are cut off. Diesel engine. Yes. The entire route except parts of NYC is non electric. It’s all old school diesel. It slowly chugs after and stops everywhere it can. Like an old Indian passenger train. The cabin is decent as it should be for a $700 price. The food is microwaved prepackaged stuff - ie very bad. There’s a coach attendant but he doesn’t care. I’ve travelled extensively in Rajdhani - and I can tell you it’s high luxury compared to this. And for 1/10th the price. The food, the cabin - all are superior. The reason I’m bringing this up is not to say Indians know it better. Not at all. But that even the most advanced cultures get it wrong. Even the most sorted out people - the one most advanced in tech - somehow don’t know how to run cross-country trains at scale. And this is not even a cross country trip. Hardly 1/4th of it. So what did they get wrong ? They stopped building. Upgrading. Improving. They do a few things right. Like making good highways. Take that learning. They do many things wrong. Like this train. They’ve stopped building. No dedicated freight tracks. No magnificent new stations. No high speed rail. The only lesson to learn is to not make that mistake. Build. And keep building. There’s no substitute to that. Keep building. Keep upgrading. Keep improving.show more

🚨 GIVEAWAY TIME! 🚨 We’re closing out our Limited... Edition 'Aztec Bitcoin' 2-Coin Time Capsule Set — and to mark the occasion, we’re giving one away! This is your last chance to own one of these rare Bitcoin artifacts. While a maximum of 100 sets can be made, we will only produce the exact number sold by midnight ET on Sunday, September 21st — likely closer to just 30 total sets. Two stunning coins — one in bronze (100k SATS) and one in stainless steel (50k SATS) — combine Aztec symbolismwith true Bitcoin cold storage. Each coin is laser-engraved, tamper-evident, and built for long-term hodlers. 🔒 Note: Coins come unloaded — you load your own sats. 🎁 What You’ll Win: 🪙 1x 2-Coin Aztec Bitcoin Time Capsule Set 🔢 Individually numbered from the final batch 🔥 Includes: Bronze Coin (100k SATS suggested load) Stainless Steel Coin (50k SATS suggested load) Tamper-evident hologram, air-gapped key generation Real cold storage + collectible artistry ✅ How to Enter: LIKE this post SHARE to your story or feed TAG 3 friends who love Bitcoin, art, or rare collectibles Comment your favorite Bitcoin quote to stand out! 📅 Giveaway runs TODAY (Friday) & Saturday only! 🏆 Winner announced Sunday! 📦 Ships worldwide 🌍 This is more than a giveaway — it's your final opportunity to own a limited-run, collectible cold storage set that bridges culture and code. No remints. No reruns. Just pure, scarce, Bitcoin art. #AztecBitcoin #BitcoinGiveaway #ColdStorageArt #BitcoinCollectors #BitcoinCommunity #BitcoinHistoryshow more

Here's your blueprint for building in GTA 6 ecosystem... before it goes mainstream: the ideas on what to build in GTA 6 ecosystem went crazy, now let me show you HOW first, understand the size of what's coming: 1: GTA 5 generated over $8 billion in lifetime revenue 2: GTA Online alone pulls in $800 million per year just from in-game purchases analysts predict GTA 6 will hit $3.2B in YEAR ONE and one firm says $7.6B in the first 60 days this will be the biggest entertainment launch in history. not gaming. entertainment and do you know what happens in GTA 6 now??? no dominant servers. no established tools. no go-to creators. no infrastructure. NOTHING the people who build now will own categories for the next decade Steps which you can do RIGHT NOW: Step 1: Pick your lane there are 4 and you only need one: - Builder: tools, bots, dashboards for server owners - Operator: run a server, community, or paid service - Creator: clips, guides, streams, newsletters - Seller: digital assets (scripts, lore packs, voice packs, skins) if you code or use n8n → Builder if you're good with people → Operator if you already make content → Creator if you can write or design → Seller --------- Step 2: Learn the stack while nobody's watching - Lua basics (the language behind GTA mod frameworks) - how FiveM servers work (the architecture transfers to GTA 6) - Discord bot development (every server needs one) - AI tools you can plug in (Claude API, ElevenLabs, n8n) you don't need to master any of this you need to be 2 months ahead of everyone else that is the ADVANTAGE --------- Step 3: Join the communities forming right now the Discord servers and X accounts building for GTA 6 are tiny today join now. contribute. help server owners for free the people who show up early become the trusted names when 100M players flood in, those names become the gatekeepers in potential it's yours 6-7 figs + successful own community as the game will be launched lol, I know even the guys who buy PS5 to play in GTA in 6 months... the biggest gaming launch which EVER existed --------- Step 4: Ship ONE thing before launch Builder → Discord bot kit for RP servers Operator → niche RP server (racing league, police sim, business world) Creator → daily GTA 6 newsletter or TikTok clip page Seller → AI character backstory packs or NPC voice packs one product. shipped. before anyone else has one --------- Step 5: Build in public for 90 days post weekly progress on X, Tiktok, Youtube the person documenting the ecosystem for 3 months before launch will look like a veteran on day one by release you will have: - one shipped product - a small audience that trusts you - relationships with 10-20 other builders - enough knowledge to move fast while everyone else is still googling basics --------- CONCLUSION every platform shift follows the same pattern Roblox made devs millionaires. Fortnite paid creators $700M+. FiveM turned one Australian dev into Rockstar's official partner GTA 6 is the next one and it's BIGGER than all of them the difference? right now you're reading this before 99.9% of the world even thinks about it most people will download the game, play for 2 weeks, and go back to scrolling a small number will build inside the ecosystem while it's empty and own their lane for years nobody is talking about this not on youtube. not on linkedin. not in any newsletter this is one of the biggest builder opportunities of the decade hiding behind a video game i'm writing a full article on this right now: "How to build and monetize in GTA 6 ecosystem using AI (RESOURCES)" if this post gets 1,000 LIKES ❤️ i'll publish it next week follow so you don't miss it glshow more

GKOI New Year’s X Giveaway! ✨You're invited to the... pre-launch of GKOI: New Worlds, New Powers. We’re on a mission to transform Web3 by blending art, storytelling, and community-driven experiences. Read the rules below and follow The Art of KOI for a chance to win an Azuki Beanz NFT. ⛩️GKOI is creating an open, decentralized universe filled with magical, immersive experiences designed to expand both your mind and senses and our NFTs will serve as your gateway to this extraordinary world. Inspired by the Japanese Legend of the Koi, each of our NFTs carry special powers crafted to inspire you in the real world and energize you in the digital realms. Set to launch in February 2025, our first release is a timeless collection of 10,000 Golden Koi, each created in the digital Japanese woodblock styleand minted on the Ethereum blockchain as ERC721a tokens. 🔥The Giveaway🔥 In the lead-up to our launch, as a tribute to Azuki, who has inspired us on our journey, we’re giving away Beanz #8008 (The Red Bean) to one lucky traveler who joins our community before the end of the year. Additionally, two runner-ups will receive ETH prizes, and five more winners will secure a spot on our GKOI whitelist. How to Enter To qualify for the giveaway, you must: 1️⃣ Follow The Art of KOI on X 2️⃣ Like and repost this pinned post 3️⃣ Comment on this post and tag 2 friends Prizes 🏆 Grand Prize: Azuki Beanz NFT #8008 🥇 1st Runner-Up 0.2 ETH 🥈 2nd Runner-Up 0.1 ETH 🥉 5 spots on our whitelist Giveaway Timeline ⏰ Starts: Today Dec 21st ⏰ Ends: Dec 31st 2024 📢 Winners will be announced on January 1st 2025 right here on X! Winners will be chosen at random using The X Picker to ensure transparency. Important Rules 1️⃣Only entries from accounts with a profile picture, a bio, and at least 100 posts and followers will be considered valid. 2️⃣Bots and spam accounts will not be eligible to participate. 3️⃣Winners will have 5 days to DM us their wallet address to claim their prizes after which we will run the draw again. 🔥More Chances to Win Don’t worry if you don’t win this time—the Legend is just beginning! Over the next two months, leading up to our mint, we’ll have even more giveaways and prizes. Follow The Art of KOI and join the GKOI community—your gateway to a world of powers, prizes, and adventure! #gkoi #nft #giveaway #digitalart #metaverseshow more

🚨🚨 Read this if you care about Gaza and... haven’t forgotten it—and for anyone who wants to understand the true value of a “human life” in Gaza! First of all, hello to everyone after more than 5 days of internet blackout! Secondly, during these days, I gathered my courage and went to wait for aid. With the internet down, I couldn’t withdraw any money to buy even a single kilo of flour. I was forced to risk my life in hopes of getting a bag of flour to feed my children. But I returned home injured , without I can get a bag of flour. Five days of sleeping on the ground among tens of thousands of other civilians who, like me, were also waiting for that one bag. Five days sleeping without a blanket—just the sky above us. No mattress—the ground was our bed. No lullabies to soothe us to sleep—the sound of shells and gunfire above our heads was enough to commit dozens of massacres at once, in one place. Let me tell you something: they treat us like animals. They allow in a bit of food and flour, and then make people fight each other over it. Imagine throwing food to chickens—how they would pounce on it. That’s exactly how we were. I saw things I’ve never seen before. I saw a father crying because a thief took the food meant for his children. I saw a pregnant woman pushing through the crowd of men to get food for her kids who had lost their father. I saw an elderly man pushed from behind by younger men, knocked to the ground and run over by the truck’s wheels. Conflicting emotions overwhelmed me: confusion, fear, helplessness, and betrayal. How can the world not see what’s happening? How can it not see us at all? For the first time, I felt like my life meant nothing. How could I be worth less than a bag of flour? Even now, every time I close my eyes, I see crowds of people swarming the flour trucks like beasts. Every time I sleep, I have nightmares about chasing that bag—and I wake up terrified. I won’t go back to that trap again. I don’t want to leave my family alone, at night, in a tent, unprotected, unsafe—just to chase after a bag of flour that might cost me my life. Nothing is more precious than life and family. Yesterday, I might not have returned to them. My wife and children didn’t sleep after hearing about the horrific massacre at the location I had been in. They heard I had run toward the trucks, right into the evacuation zones and areas of fighting. This madness must stop. I will try to buy the flour—it’s not worth more than me. Please, don’t stop supporting us!show more

Average "X Return" of the Top 10 Layer One... Blockchains =? SPECIAL NOTE: The current $PLS price from the PulseChain.com Ethereum fork including ERC20s network is approximately 72% lower than the original sacrifice price, meaning it is at 28% of the original sacrifice price. The original sacrifice price for PulseChain $PLS was set at a rate of $1 for 10,000 PLS, which equates to $0.0001 per PLS. The current price of $PLS, as of the latest available data, is approximately $0.000028 USD. Imagine going back in time and buying one of the Layer One Blockchains (listed below) not at their original price but at the same 72% discount that Pulsechain is currently at, BEFORE ITS FIRST EVER BULL RUN. The term "X Return" refers to the multiple of return on investment (ROI), indicating how many times an initial investment has increased in value. For the Top 10 Layer One Blockchains, foundational protocols such as Bitcoin, Ethereum, and others ranked by market capitalization and influence in 2025, this metric illustrates their remarkable historical growth. Bitcoin was launched on January 3, 2009, with the mining of the genesis block. It had no monetary value initially, as there were no exchanges to establish a price. The first recorded price came in October 2009, when 5,050 BTC were traded for $5.02, valuing each Bitcoin at roughly $0.0009. This translates to a staggering 120,961,832.33x return (or roughly 120 million percent) over approximately 16 years. Ethereum was launched on July 30, 2015, with its initial coin offering (ICO) in the summer of 2014, where 60 million Ether (ETH) were sold at approximately $0.311 per ETH, raising $18.3 million in Bitcoin. The first recorded exchange price in August 2015 was around $2.77, though it traded below $1 for months afterward. This translates to an 8,940.50x return (or roughly 894,050% increase) over approximately 11 years. BNB Chain (Binance Coin), the native token of the BNB Chain ecosystem, was launched in July 2017 as an ERC-20 token on the Ethereum network during its initial coin offering (ICO). The ICO price was approximately $0.15 per BNB. The BNB Chain itself evolved from Binance Chain (launched April 2019) and Binance Smart Chain (launched September 2020), rebranding to BNB Chain in February 2022. This translates to a 4,483.33x return (or roughly 448,333%) over approximately 8 years. Using the first recorded exchange price in August 2017, around $0.65. Solana (SOL) launched on March 16, 2020, with its main net and native token. During its initial seed funding round in 2018, SOL tokens were sold at approximately $0.04. The first recorded exchange price in April 2020 was around $0.9511. This translates to a 3,965.50x return (or roughly 396,550%) over about 7 years. Using the first exchange price ($0.9511) Ripple, the native token of the XRP Ledger (XRPL), was launched in June 2012, with 100 billion tokens pre-mined. The ICO price in 2012 was approximately $0.00589, based on early exchange data. The first recorded exchange price in February 2013 was around $0.00589. From ICO Price ($0.00589, June 2012) to current price is a 410.68x return (41,068.25% increase) over 13 years. Cardano Community (ADA) was launched in September 2017 following a series of public sales between September 2015 and January 2017, with an ICO price of approximately $0.0024 per ADA. The first recorded exchange price in October 2017 was around $0.0241. From ICO Price ($0.0024, September 2015) to current price is a 254.17x return (25,316.67% increase) over 10 years. Kaspa (KAS) was fair launched on November 7, 2021, with no pre-mine, pre-sales, or coin allocations. Trading began in June 2022 at an initial exchange price of approximately $0.000393, per data. From First Exchange Price ($0.000393, June 2022) to current price is a 195.93x return (19,492.88% increase) over 3 years. TRON DAO (TRX) was launched in September 2017 through an Initial Coin Offering (ICO), raising $70 million at an ICO price of approximately $0.0019 per TRX. The first recorded exchange price in September 2017 was around $0.002. From ICO Price ($0.0019, September 2017) to current price is a 76.84x return (7,584.21% increase) over 8 years. NEAR Protocol (NEAR) launched its main net on April 22, 2020, with an initial token sale price of approximately $0.034 per NEAR during its 2019–2020 funding rounds, as noted by other sources. The first recorded exchange price in August 2020 was around $0.9854, per data. From Initial Sale Price ($0.034, 2019–2020) to current price is a 67.06x return (6,605.88% increase) over 5.2 years. Cosmos - The Interchain ⚛️ (ATOM) was launched in April 2017 through an initial coin offering (ICO) by the Interchain Foundation, raising $17 million at approximately $0.10 per ATOM. The main net went live in March 2019, with the first recorded exchange price in March 2019 at $6.49. From ICO Price ($0.10, April 2017) to current price is a 42.5x return (4,150%) over 8 years. The cryptocurrency market remains inherently volatile, and past performance is not a reliable indicator of future results. While the historical data showcases the immense upside potential, future returns will depend on a combination of technological innovation, regulatory developments, global macroeconomic factors, and user adoption. Investors exploring this space should approach with both optimism and caution, recognizing the risks alongside the proven history of explosive growth in the top layer one blockchains. I do NOT calculate seed rounds into my calculations. 🏆 Final Top 10 Layer 1 Blockchains by “X Return” Bitcoin (BTC) - 120,961,832.33x Ethereum (ETH) - 8,940.50x BNB (BNB Chain) - 4,483.33x Solana (SOL) - 3,965.50x Ripple (XRP) - 410.68x Cardano (ADA) - 254.17x Kaspa (KAS) - 195.93x Tron (TRX) - 76.84x NEAR Protocol (NEAR) - 67.06x Cosmos (ATOM) - 42.5x Final "X" Average: X Average (Including BTC) 🚀 12,098,026.88x X Average (Excluding BTC) 🚀 2,048.50x A potential average of 2,048.50x on PulseChain.com Ethereum fork including ERC20s which is priced at a 72% discount BEFORE ITS FIRST EVER BULL RUN. "PulseChain $PLS currently trades at a remarkable 72% discount, prior to experiencing its first ever bull cycle. This positions it for a theoretical average return of 2048.5x, representing one of the most asymmetric risk reward profiles observed in modern crypto market history." - Rackham Rishel When it comes to the numbers, interpretations vary WIDELY. Everyone, including yourself, and AI cites different figures. So, I think it's reasonable to allow for a little leeway here. Thank you. Song: Foreigner "Juke Box Hero" 🔊show more

Strength work for Leadville 100 💪 Over the years,... I have felt judged by the research--my strength routines were limited to a few minutes at a time, while everyone was screaming at me from their Abstracts that I needed to do way more. I noticed two big problems whenever I committed to more resistance training: 1. I'd carry around soreness even after the initial adaptation window, likely corresponding to high CK levels and some background inflammation. Either way, it would reduce running economy on subsequent running training days, and every training day counts. Split squats are the ultimate offender--an exercise that I know I should be doing, but I can't without feeling like Forrest Gump after he was shot in the butt. 2. I just wouldn't do it. Oops. With lots of guessing and testing, I developed this routine, which I'd do after my easy run on Sunday (before a Monday rest day), and sometimes after my workout on Wednesday (if I felt like it): 1. Three Minute Mountain Legs, working up to 100 single-leg step-ups (I think step-ups in particular are a magic exercise for running uphill. But remember, magic is not equal to science): 2. Back squats, 2 sets of 10 (135 pounds for me, which I make look like 800 pounds in this video. The 17-year old me who played football would laugh so hard) 3. Back extensions, 2 sets of 30, engaging glutes and hamstrings 4. Single-leg calf raises, 1 set of 100 on each leg, with a 35 pound dumbbell 5. Every day, I do the 2-minute Core Snack routine 1-3 times. My core strength is one of my best attributes for ultras, and I can do the Core Snack with our toddler Leo. I also do daily band work before running (bandz a make me dance): That's it! I also foam roll and stretch daily (don't tell the researchers, but I am a tight boi and as soon as I stop stretching, I get hurt). The lesson is not to do this particular routine, but that strength training for runners can be based on individual needs. And I personally think that routines should be short and efficient for both performance (limiting breakdown) and adherence (limiting me from being a lazy little punk). Find what works for you, do it 1-2 times per week year round (on top of some daily supportive work), and don't feel the need to pursue progressive overload. It's not about getting stronger and stronger (unless you're into that sort of thing for its own sake, which I think will sacrifice some running growth). It's about supporting performance and health 🧡show more

🚨 Anthropic committed up to 1M TPU chips for... Claude. Openai is leasing TPUs for chatgpt inference. Here's How kernels work on TPUs (deep dive 2/6 by emi) pallas is Google's answer to kernel writing. a python kernel SDK built on JAX. still very experimental (jax.experimental.pallas). on TPU it compiles through mosaic; on GPU it lowers to triton. if you know CUDA, the syntax will feel familiar but the execution model is completely different. in CUDA, grid=(4,4) launches 16 blocks running simultaneously across SMs. in pallas, those 16 iterations run one after another in lexicographic order. no threads. no warps. no blocks. no occupancy tuning. a TPU is a sequential machine with a very wide vector register — more like a CPU than a GPU. performance comes from width: a 128x128 systolic array doing matmul and an 8x128 SIMD vector unit doing everything else. maximum parallelism on chip: 2, one per TensorCore in megacore mode. three concepts replace CUDA's thread/block/grid hierarchy. Refs are mutable memory references. because execution is sequential, each iteration safely accumulates without atomics. in CUDA you'd need atomics or a separate reduction pass. the memory model is also very different from NVIDIA's. zero hardware caches. VMEM is 32-128 MiB of software-managed scratchpad — 500-1000x larger than GPU shared memory per SM. all data must be explicitly DMA'd from HBM to VMEM before any computation touches it. four levels: HBM → VMEM → VREGs → MXU/VPU, plus SMEM for scalar control data. every byte of data movement is your responsibility. this is like CUDA shared memory except it's 500x bigger and there's no cache fallback. pipelining is mandatory. without double-buffering HBM→VMEM transfers, the MXU just stalls waiting for data. this is the single most important optimization on TPU. and because grid execution is sequential and deterministic, consecutive iterations that need the same input block skip the redundant HBM transfer automatically, impossible on GPU where block execution order is undefined. the compilation pipeline is unlike anything in this series: python → jaxpr → stableHLO → XLA HLO (71+ optimization passes) → LLO (78+ passes) → 322-bit VLIW bundles. the compiler packs instructions for scalar, vector, matrix, and DMA units into a single 322-bit word. everything in that bundle executes in parallel, with no runtime scheduling.show more