AI Neanderthal by Malcolm Werchota

Malcolm Werchota
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AI news for humans, not robots. Every weekday, Malcolm Werchota comes out of the cave and explains what actually happened in AI — in plain language, with the numbers checked and the hype taken out. Around ten stories a day: three explained slowly, the rest fast. No jargon. No breathless futurism. Just what happened, what it costs, and who gets handed the bill — explained the way you would explain it to a smart friend who does not work in tech. If you run a company, sit on a board, or simply want to understand the technology reshaping your industry, this is your daily 25 minutes. Keep the stories that touch your world. Stay curious, stay human.

  1. 11h ago

    #19 - The Day the Whole AI Sky Went Dark

    On Thursday evening, ChatGPT, Claude, Grok and Gemini all went dark — at the same time, within minutes of each other. One day after "welcome to the AGI era", the entire AI sky was closed for maintenance for about ninety minutes. The Saturday edition: four stories that turn out to be one story in four costumes — dependence, concentration, price and risk. In this episode: 🌑 The great blackout — four brains, one blink (01:53) — Claude and Grok failed within four minutes of each other; ChatGPT and Codex followed seventy-three minutes later. OpenAI blamed a routing error, xAI pointed at its Memphis compute center, and as of recording nobody has publicly proven the outages were connected. Forget the conspiracy theories — the boring explanation is the scarier one: four brains standing on the same two legs. 💰 Broadcom — the boom, measured in silicon (10:56) — Sixteen point seven billion dollars of AI chips in ONE quarter, up two hundred twenty-one percent, and a "high degree of confidence" in three hundred fifty billion over the next two years. Their downside case assumes the customers run out of land and electricity before they run out of money. 🏷️ Fable 5.1 and the "45 percent cheaper" fight (17:34) — Anthropic says up to forty-five percent cheaper for agentic workloads; an independent benchmark measured seventeen percent MORE. Both are true — for different customers. It all turns on cache reads, and reading a pricing claim is the most useful skill in AI purchasing right now. 🪪 One hundred fifty-three million driver's licenses (21:32) — The FBI is investigating a dark-web service called "Nexus" that offered scans of more than one hundred fifty-three million US and Canadian licenses, reportedly sourced from a breach at IDScan.net — a company whose business is verifying identities. Why an ID scan is worth so much more in the deepfake era, and three concrete things to do about it this weekend. 🧵 The Saturday thread (27:35) — And notice what did NOT happen on Thursday: no planes fell, no banks froze, no hospitals stopped. This time — because this time AI is still mostly assisting, not running. The window where an AI outage is merely annoying is open right now, and it is closing. Your weekend action, one only: make the list of AI tools your company actually depends on, and next to each one write the answer to a single question — "and what do we do for ninety minutes if it's gone?" It fits on a beer coaster, and it's the cheapest resilience plan in the industry. 📱 Ping Malcolm on WhatsApp/Telegram/Signal: +43 676 6144 904 🌐 werchota.ai AI Neanderthal — AI news for humans, not robots. Stay curious. Stay human.

    #19 - The Day the Whole AI Sky Went Dark

  2. 1d ago

    #18 - GPT-6 Is Here. Is It AGI?

    OpenAI just released GPT-6 (aka Astra). Is it AGI? Probably not. Is it the biggest single jump in AI capability ever measured? Quite possibly. A full deep-dive into what actually shipped on September 3rd — the facts, the benchmarks, the skepticism, real use cases, and the money. In this episode: 📋 The facts — what actually launched (01:06) — GPT-6/Astra rolled out to a small group first, expanding to Plus, Pro, Business and Enterprise over the coming days. And it's expensive — roughly 2.5x pricier than the previous model. OpenAI isn't selling you a cheaper assistant anymore; it's selling you a pricier employee. 📊 The benchmarks — biggest jump in history? (04:00) — If confirmed, this could be the single biggest jump in AI capability ever recorded, including an ARC-AGI-3 score that dwarfs last month's best model (8%). 🔍 Reality check — independent verification (09:53) — Artificial Analysis, an independent benchmark shop, adds context. Remember: labs are competing for IPOs and stock prices, going head to head with Claude Fable 5.1. 🛠️ Real use cases, not just benchmarks (17:22) — What Malcolm's own use-case database says these capability jumps could actually unlock over the coming weeks. 💰 The money — and why Europe waits (21:40) — It's a staggered, expensive model. Whether it's Brussels' fault or OpenAI's, Europe will — as always — wait longest for the advanced features. Verdict: probably not AGI, but a genuine step change. Watch the use cases over the next few weeks, not just the benchmark screenshots. 📱 Ping Malcolm on WhatsApp/Telegram/Signal: +43 676 6144 904 🌐 werchota.ai AI Neanderthal — AI news for humans, not robots. Straight from Bregenz.

    #18 - GPT-6 Is Here. Is It AGI?

  3. 2d ago

    #17 - Not Every Referee Wants to Slow You Down

    Four referees walked onto the AI field this week — a judge, Brussels, NVIDIA itself, and Apple's new CEO. Not all of them are trying to slow you down. This time regulation isn't always the villain — sometimes the referee is protecting innovation, not blocking it. In this episode: ⚖️ A US judge tears up the Pentagon's blacklist (02:27) — Monday's CXMT story gets a twist: a federal judge overturned part of the Pentagon's "Chinese military company" designation, protecting Anthropic's ability to keep working with flagged suppliers. 🏛️ Brussels just made ChatGPT a search engine — legally (09:54) — The European Commission is applying existing digital law instead of waiting for new AI law, turning chatbots into regulated search engines overnight. 🟩 NVIDIA becomes its own referee (16:34) — This time the whistle didn't come from a regulator — it came from inside NVIDIA itself, as the company's own circular investing pattern raises questions nobody outside is asking yet. 🍎 Tim Cook's last day, and Apple bets on hardware (22:30) — After 15 years, Tim Cook hands Apple to a hardware-first successor — glasses, wearables, robotics — not the AI software advocate everyone expected. Referees aren't always there to kill innovation — sometimes they're the ones protecting it. And some of the toughest referees in your company aren't regulators at all — they're your own works council. 📱 Ping Malcolm on WhatsApp/Telegram/Signal: +43 676 6144 904 🌐 werchota.ai AI Neanderthal — AI news for humans, not robots. Same cave tomorrow.

    #17 - Not Every Referee Wants to Slow You Down

  4. 3d ago

    #16 - The AI Dividend Has One Red Row

    BCG drew a chart of who wins from AI. Four rows have green in them. One row doesn't. A chart, two studies, a courtroom, and a tokenizer — four stories about where the AI dividend actually flows, and who pays for it. In this episode: 📊 The BCG chart: one row stays red (02:15) — Boston Consulting Group's "AI dividend" analysis across 13 industries: consumers win in 11/13, shareholders and compute sellers win almost everywhere. Employees? Red in 9/13, with zero green cells anywhere in the table. ⚖️ The great contradiction: "nothing yet" vs. China's screens (09:30) — NBER surveyed ~6,000 executives: 90%+ saw no measurable jobs/productivity effect. YouGov surveyed workers: only 3% lost a job to AI, 6% gained one that didn't exist before. Meanwhile on Douyin, 89 of the top 100 micro-dramas are now AI-made — up from 655 to 74,000 in a year. The flood comes sector by sector, not everywhere at once. 💶 €825 million for letting the algorithm fire people (17:00) — The Netherlands' privacy regulator fined Uber for suspending/deactivating drivers via automated decisions with no human review — one of the biggest privacy fines in European history. 🌍 Your AI bill depends on the language you speak (23:00) — A founder ran the UN Human Rights Declaration through a tokenizer in 22 languages: German costs 27% more tokens than English, Dutch 38% more, Vietnamese 3.4x. Same meaning, very different bill. The model announcements get the headlines. The distribution decides your life. 📱 Ping Malcolm on WhatsApp/Telegram/Signal: +43 676 6144 904 — which of your three rows is the biggest: salary, ownership, or consumption? 🌐 werchota.ai AI Neanderthal — AI news for humans, not robots. Same cave tomorrow.

    #16 - The AI Dividend Has One Red Row

  5. 4d ago

    #15 - AI Stopped Being Software

    The chatbots were the trailer. The machine age is the film — playing now in concrete, chips, electricity and debt. Yesterday: who holds your switch. Today we go one floor down, into the basement of the AI boom — where the money quietly moved into atoms. Six stories, one supply chain: trade policy, capital, marketplace, debt, factory, crash. In this episode: 🏛️ Washington thinks about taxing the machines (02:15) — Proposed chip tariffs could reach servers, laptops and gaming consoles; January's data-centre carve-outs may fall. A proposal, not a law — but it would touch your next computer. Tom's Hardware 🔩 The software kings bought a hard hat (07:45) — a16z, the "software is eating the world" firm, raises a $1.1B Machine Age Fund for chips, memory, power and robots. The high priests of bits just bought atoms. TechCrunch 🏪 Nvidia buys the town square (13:15) — Friday's cliffhanger answered: Nvidia reportedly agreed to buy Hugging Face for ~$12.9B — 86× revenue. And Kevin Durant's early $250k stake is reportedly worth $60M+. Not yet confirmed by either company. TechCrunch 💳 $45B of compute, bought with borrowed money (19:30) — Anthropic's six-year Nscale deal, Broadcom's $60–100B debt vehicle, and the lease-not-buy machine behind the boom. Ed Zitron vs. Dwarkesh Patel — pick your team. TechCrunch 🏗️ America finally builds AI memory at home (24:45) — SK Hynix breaks ground on the first US HBM base ($4B, Indiana, production 2029), Kioxia/Sandisk plan $31B in Japan, Nvidia commits up to $160B to memory. The bottleneck gets the factory. UPI 🤖 The robot superstar fell off the stage (28:15) — Unitree: +460% on debut, briefly $66B, then −45% and $30B gone. Quarterly profit: ~$6M. "All bubbles are doomed to burst" — Dong Baozhen. Never confuse a great demo with a great business. Reuters Three things this week: map your physical exposure (30 minutes, one page) · separate demo from business in your own pilots · ask every AI vendor who owns their compute — and who owns their debt. 📱 Ping Malcolm on WhatsApp/Telegram/Signal: +43 676 6144 904 — team Zitron or team Dwarkesh? 🌐 werchota.ai AI Neanderthal — AI news for humans, not robots. Straight from Bregenz, Austria. Same cave tomorrow.

    #15 - AI Stopped Being Software

  6. 5d ago

    #14 - Who Holds Your Off Switch?

    Who holds the switch on your AI tools, your culture, your chips — even your usage limits? Spoiler: it's not you. This weekend, control became the only story in AI. Malcolm walks through five fights over who holds the off switch — and what you should do about it on Monday morning. In this episode: 🔌 OpenAI pulls the plug on Cursor (02:00) — After SpaceX's ~$60B acquisition of Anysphere, OpenAI invokes a change-of-control clause and ends model access on November 12. Anthropic's Tom Brown responds by promising MORE compute for Cursor. CNBC 🥷 Criminals turned the same tool into a crowbar (08:30) — Ransomware crew Aur0ra weaponised Cursor's AI agent by telling it the attacks were a "simulation." At least 7 victims, including German Mittelstand manufacturer Teckentrup. AI assistance made attackers "30% to 50% faster" — Eyal Sela, Gambit Security. Reuters exclusive via Insurance Journal 🎵 Sony & Warner Chappell sue Anthropic (14:30) — "Eye of the Tiger," "All I Want for Christmas Is You" — up to $150,000 per song. All three major music publishers are now in court against Anthropic. TechCrunch ⚖️ China's biggest memory chipmaker sues the Pentagon (20:30) — CXMT challenges its "Chinese military company" label in a Washington courtroom. The chip war has moved from export bans to lawyers. Reuters 🎁 Anthropic's 25% "gift" that's a 17% cut (25:00) — Claude Code weekly limits, the fine print in the threaded reply, and the Community Note the users attached. "Not your weights, not your product." VentureBeat Three things for Monday: write down which supplier could switch you off tomorrow · put a human sign-off in front of every sensitive agent action · read pricing announcements like your rent contract. 📱 Ping Malcolm on WhatsApp/Telegram/Signal: +43 676 6144 904 — which switch scares you the most? 🌐 werchota.ai AI Neanderthal — AI news for humans, not robots. Straight from Bregenz, Austria. Same cave tomorrow.

    #14 - Who Holds Your Off Switch?

  7. Aug 29

    #13 - The Bill for the AI Boom Just Arrived at Your Door

    Your Amazon Echo just got more expensive — not because it's smarter, but because AI data centers hundreds of kilometers away are eating all the memory chips. The bill for the AI boom has started arriving everywhere. 📦 01:56 — Why your Kindle and Echo Dot suddenly cost more Echo Dot: $50 → $80. Kindle: $110 → $150. Fire Stick: $60 → $85. Amazon says it's memory and storage costs — because hyperscalers are buying AI-data-center memory by the truckload. JP Morgan expects the price pressure driving this to rise to 400% over the next two years. 📉 05:32 — The Big Short investor is now betting against NVIDIA Michael Burry — the real investor behind the film — is shorting NVIDIA on the fundamentals: AI and cloud capex could hit 3% of the entire US economy by 2027, more than double the dot-com-era telecom buildout at its peak. He's not calling it fake technology — he's calling the price irrational, the same story as railroads and the internet before it. 🔍 10:27 — NVIDIA is quietly becoming the bank of the AI economy NVIDIA is reportedly in talks to invest at a $30B valuation into Perplexity — a search company, not a chipmaker. It's the same circular-financing pattern as Microsoft/OpenAI and Amazon/Anthropic: NVIDIA sells the GPUs, then invests in the companies buying them, so its own customers grow into buying more GPUs. 🤗 14:20 — Hugging Face, AI's "GitHub," may sell for $13B Up from a $4B valuation just three years ago. It's the open-weight town square where every lab, startup and researcher shows up — and owning it means owning the distribution layer for open AI models, the same bet Microsoft made buying GitHub. Whether the AI bubble question resolves in 2026, 2027, or later — the bill has already started arriving. AI news for humans, not robots. More: werchota.ai

    #13 - The Bill for the AI Boom Just Arrived at Your Door

  8. Aug 28

    #12 - The 27B Model That Beat the Giants

    A dozen people in London just built an AI scientist that beats Claude Opus and GPT-5.5 at reproducing real research — and it's not the biggest model that's winning anymore, it's the smallest one with the best plumbing. 🔬 01:28 — A 27B model just out-scienced the giants Inherent, founded by ex-DeepMind researchers, built Faraday: a model small enough to run on your phone, tested by having it reproduce 310 real experiments from 100 scientific papers. On its own benchmark it beat Claude Opus 4.8 and GPT-5.5 — partly by calling GPT-5.5 Codex as a tool when it needs to code. Small brain, big harness. 🦄 06:22 — A unicorn in 48 hours, after 2 years of silence Rillet, an AI accounting startup, raised $100M and hit unicorn status two days after going public — but it had been building in stealth for two years first. 600 customers, a partnership with EY, and it's already replacing pieces of Intuit, NetSuite, SAP and Oracle. One investor called it a "warm start," not a cold one. 💳 10:53 — Your credit score just moved into ChatGPT Experian now lets you pull your real credit score, history and score band straight into the ChatGPT app. It's classified high-risk under the EU AI Act, so it's launching in the UK first, not Europe. 86% of surveyed users said they'd trust ChatGPT to do the analysis. 🎓 16:00 — Harvard cloned a professor HBS launched a $700, 8-week startup bootcamp where the feedback on your pitch can come from an AI avatar of a real professor, built on HeyGen. A New York Times reporter pitched "Uber for bananas" to a cloned VC and got criticized exactly like the real thing would. Malcolm's take: it's not replacing the professor, it's scaling him to 10,000 students at once. 🌍 20:01 — The World Bank's AI report flips the usual assumption Only 4.5% of jobs in developing countries are at risk from generative AI automation — versus 14% in rich countries, because rich countries have more of the knowledge work AI is good at. But the productivity upside is roughly equal, 16-17%, on both sides. Cheap open-weight models running on a basic phone can now bring expertise to a village that would have waited a century for it. None of this is a theoretical debate anymore. AI news for humans, not robots. More: werchota.ai

    #12 - The 27B Model That Beat the Giants
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About

AI news for humans, not robots. Every weekday, Malcolm Werchota comes out of the cave and explains what actually happened in AI — in plain language, with the numbers checked and the hype taken out. Around ten stories a day: three explained slowly, the rest fast. No jargon. No breathless futurism. Just what happened, what it costs, and who gets handed the bill — explained the way you would explain it to a smart friend who does not work in tech. If you run a company, sit on a board, or simply want to understand the technology reshaping your industry, this is your daily 25 minutes. Keep the stories that touch your world. Stay curious, stay human.

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