Jack Couch (@jackcouch) header
Jack Couch (@jackcouch) profile picture

co-founder of https://teapaw.org/t.co/Tw4wVHkF9J and I work on Internet protocols, AI and fintech. Fmr software security @microsoft @amazon @google

Seattle, WA
Joined March 2026
Photo by Jack Couch (@jackcouch)Photo by Jack Couch (@jackcouch)Photo by Jack Couch (@jackcouch)Photo by Jack Couch (@jackcouch)Photo by Jack Couch (@jackcouch)Photo by Jack Couch (@jackcouch)Photo by Jack Couch (@jackcouch)Photo by Jack Couch (@jackcouch)Photo by Jack Couch (@jackcouch)Photo by Jack Couch (@jackcouch)
Replying to @Google
Here are some big big problems: 1. In order to verify my face you need to store my face. But then you can also fake my face. You can verify my password or passkey without storing my password so this is a big step backwards in that way. 2. Other people can scan my face (Flock cameras. etc) and get the data needed to steal my account. I put my face in the public lot. I don’t walk around with my password on my forehead, but that’s basically what this is.
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I am talking to an LLM in a datacenter that’s reaching out over a few strands of copper to adjust firmware settings in a laptop here on my desk, firmware designed by an Apple engineer in California, installed on hardware assembled in a factory in China, shipped to my door in Texas so that I can get Linux running on it and unlock its full power for the global open source community. In this case, the agent is tweaking the brightness of this amazing OLED screen, asking me if it’s getting brighter or dimmer. I feel sorry for the folks in our industry that have taken an anti-LLM stance. They are missing out on a magical moment in computing history.
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Microsoft's diagnostic AI solved 83% of 304 complex New England Journal of Medicine cases. Generalist physicians with reference materials solved 36%. We need to get this technology into clinics safely and fast. We need to stop making people wait for the right answers.
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Jack Couch retweeted
WHAT THE F*CK GROK BOT JUST DID my dad was about to send $38,000 to "unlock" his retirement savings. the money was never there he's 64. for 6 months he's been "investing" on a platform a woman he met online recommended his dashboard showed $212,000. to withdraw, the platform asked for a $38,000 "withdrawal tax" first he was going to the bank tomorrow Grok Bot couldn't open the site. so I sent it UnblockGrok.com no app, no signup. you just paste the link into Grok and it opens the site in a real browser it went in and found: → domain registered 5 weeks ago → same template as 14 other "exchanges" → the license number belongs to a different company → not one successful withdrawal. ever the $212,000 was just a number on a screen I sat with him and showed him everything. he didn't go to the bank I only use it for looking things up. I don't sign into accounts or pay through it bookmark this. next time Grok says "I can't open that page", just paste UnblockGrok.com into the chat prompt below 👇 Paid partnership with @jackcouch
🤝 Paid partnership
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Jack Couch retweeted
KEEP MATRIX MATH LEGAL
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Jack Couch retweeted
Omarchy Mobile just passed 400 stars on GitHub. ⭐ We're now just 30 days old. Here's where we're at: • 1,048 commits • 791 pull requests opened, 547 merged • 36 people have sent code • 76 forks Real Omarchy on your phone: Arch, Hyprland, a mainline kernel, no Android underneath. The first developer preview shipped this week for the Pixel 7 Pro, and it updates itself with `omarchy update`. 16 phones are in progress: Pixel 9a, 6 Pro, 7, 7a, 8 Pro, 8a, Fold, plus OnePlus and Xiaomi devices. On the 9a, calls and texts already work. Today the 9a's modem and the 6 Pro's display both landed. Today alone: 46 pull requests reviewed, 25+ merged, every shared change tested on my own 7 Pro before it went in. Next up: the installer. The core is now public, written in Rust: one codebase for a desktop app on Linux, Windows and macOS, and a web flasher. Plug in, click a few buttons, done. It's an early prototype, and there's more work coming on this soon. Want in? Grab a supported Pixel, read the contributor guide, open an issue for your phone. Thank you to everyone who has starred, forked, tested and built. We're just getting started. 🙏 omamobile.org
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Jack Couch retweeted
Omarchy 4.6 is not just leaning into local AI, but will let you share any model running on any Omarchy machine on your tailnet with another. Get a DGX Spark, then run inference from your XPS13 netbook. Sharing is caring.
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AI is fixing a lot of very serious problems. One of the very biggest is that people have not had control over their own computers until now.
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Jack Couch retweeted
Local AI is getting really good. Omarchy 4.6 will make it trivial to get started by recommending the very best model that's available for your machine. This is Flash Next on the insane AMD 495 that @AnushElangovan gave me. Shockingly capable.
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This is an excellent list of who not to hire.
SITUATION UPDATE: The letter has been published. 1,122 frontier AI lab employees have signed so far.
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Jack Couch retweeted
thanks greg!
EVERYTHING you NEED to know about Jack Dorsey's AI agent "Slack killer" Buzz (set up, use-cases etc in 38 mins) What we get into: 1. What Buzz actually is and should founders switch from Slack? 2. How to swap the model under any agent and keep all your context? 3. How to talk to your agents live with audio huddles? 4. How to get agents to build and deploy real apps for you, like a full CRM from one ask? 5. How to set up the context loop that feeds your live app data back to your agents? 6. How to share compute so a few people split one machine running a local model? 7. Who it's actually for right now, and what's still rough? Full breakdown on the pod @startupideaspod. Thanks to @hot_town for jumping on and clearly explaining @jack and team's latest product. My TLDR take is Buzz is a glimpse into the future of work. Some of you will roll your eyes at that, and I get it, it's alpha software and it's slow in places. But the core idea, that your context is the foundation and agents build out from there, is right, and that's worth seeing early. Watch youtube.com/watch?v=_jGSgzBk… Curious what you think
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Jack Couch retweeted
Buzz on the go is next level! Built with Flutter too 🐝
Buzz is now on iOS and Android. Links in 🧵
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Jack Couch retweeted
Replying to @Google
Here are some big big problems: 1. In order to verify my face you need to store my face. But then you can also fake my face. You can verify my password or passkey without storing my password so this is a big step backwards in that way. 2. Other people can scan my face (Flock cameras. etc) and get the data needed to steal my account. I put my face in the public lot. I don’t walk around with my password on my forehead, but that’s basically what this is.
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Jack Couch retweeted
we're launching BUZZ! a new groupchat platform for teams of people and agents of all sizes, built to reduce our dependency on slack and github. model-agnostic, decentralized, self-sovereign, and open source. 🐝 buzz.xyz
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Replying to @bindureddy
Open weights simply reveal where the value actually is. Nobody interacts with an LLM. You interact with the harness around it: the RLHF, the RAG, the orchestration. Interact directly with even the most advanced raw model and you'd be singularly unimpressed. The layer that makes chatbots feel magical is proprietary, it's a trade secret, and no single architecture governs it, so it never commoditizes. The weights were never the product.
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Jack Couch retweeted
People who were mid before AI, got way worse with it. Comparatively speaking, people who were good before AI, got only marginally better. Not enough to compensate. That's why almost everything around you is becoming slop.
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How it feels when you vibecode something and have to explain to an actual developer how it works.
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Jack Couch retweeted
Count Safari is now in Wild Atlas. Tap real animals. Hear the count. It's the 5th game in the app, and the first built around counting. Three levels, real animal narration, and a developmental progression that follows how kids actually learn numbers.
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Jack Couch retweeted
We must ensure whatever digital identity system becomes widely adopted is self-sovereign and privacy preserving, b/c everything analog will be digitized, it's just a question of what form it takes, unless folks think people are going to use paper or plastic cards on the Moon/Mars
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Jack Couch retweeted
Replying to @lymanstoneky
Are you asking why a government has an interest in the ideas embraced by billions of people? Governments are competing with other governments for survival. If they, or their ideas, become unpopular, they will be destroyed. YouTube’s algorithm is equivalent to a nuclear arsenal.
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Jack Couch retweeted
*ping* You have not completed watching your mandated allotment of state authorized content today. You MUST watch [48 minutes] of [BBC reels] by midnight or your watch privileges will be revoked.
🚨BREAKING: The British government is forcing YouTube to kill off independent journalism by pushing them down the algorithm and giving government approved media organisations (such as BBC, ITV, Channel 4) "privileged position." This is unprecedented for a non-dictatorial country to pursue. Especially considering we are now going to have a government that only 24,927 people from Makerfield voted for.
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