Matt Schwartz
@matt_is_nice
CEO & co-founder of Virgo. Building AI to turn endoscopy into a predictive biomarker for IBD, colorectal cancer, and more!
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📢Exciting announcement today 📢 #EndoDINO is a foundation model for #GI #Endoscopy. We believe this represents a new paradigm for #AI development in the field! EndoDINO - inspired by @AIatMeta - will democratize/accelerate new AI research in gastroenterology. More below 👇
how the fuck are you ppl on this app arguing about politics rn? it’s thanksgiving. have another slice of pie. hug your niece. play smash bros w your cousin and your nephew. have a drink with your mom and your dad and gossip about your uncle, just be a human for five minutes jfc
Accelerationists consistently underestimate how much they have in common with x-risk focused doomers. the doomers I know celebrate progress on self driving cars and AI doctors. I appreciate Dean for recognizing this!
I received an immense amount of hate for this tweet; this surprised me. But one thing didn’t surprise me: none of that negativity came from people whom I associate with the AI safety or “doomer” communities. On its face, this *should* surprise you. If you had no context—if you…
It's really great to see this from both of you! Thanks for putting the work in to help all of us have useful disagreements in public forums.
entirely too reasonable, guys, was hoping for a lighthaven cage match
I don't understand the distinction you're trying to draw here. You have an uncommon and unpopular belief about AI (it's good and shouldn't be regulated at the state level). You are pushing a law that codifies that belief (federal pre-emption). I think this is fine and the…
This is an outstanding debate. A rare debate with three winners. Kudos to @deanwball @tegmark for one of the most genuine and productive debates I've ever listened to. And to @liron for expert moderation. If you're at all interested in the subject of AI risk and policy, you…
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YouTube
Max Tegmark vs. Dean Ball: Should We BAN Superintelligence?
Search “Doom Debates” in your podcast player or watch on YouTube: youtube.com/watch?v=OkG5S1…
youtube.com
YouTube
Max Tegmark vs. Dean Ball: Should We BAN Superintelligence?
I used to pay $200/month for ChatGPT. Have moved entirely to Gemini. Fewer hallucinations, better deep research, greater trust in $GOOG as an organization. Very happy about the switch.
Minimal example (ViT, inet10) now available with comments and details at github.com/rbalestr-lab/l… - ~150 lines *total* - 91% top1 (simple linear probe) in a couple hours (1gpu) - no teacher-student/stop-gradient/SWA/... - losses that are as smooth as you can hope for:
LeJEPA: a novel pretraining paradigm free of the (many) heuristics we relied on (stop-grad, teacher, ...) - 60+ arch., up to 2B params - 10+ datasets - in-domain training (>DINOv3) - corr(train loss, test perf)=95% Paper: arxiv.org/pdf/2511.08544 Code: github.com/rbalestr-lab/l…
Ok Nano Banana Pro is the most impressive AI that I've used 🍌🍌🍌 Ever since we launched our EndoDINO foundation model for endoscopy, I've been asking different AI models to help generate an infographic that explains how a self-supervised encoder model works and why it will be…
Is this the good kind of regulatory capture?
What are you talking about, every time I dunk on Beff Jezos's VC-dazzling chip to nowhere it's like high-IQ roll call in my likes. x.com/liron/status/1…
Today's Extropic launch raises some new red flags. I started following this company when they refused to explain the input/output spec of what they're building, leaving us waiting to get clarification.) Here are 3 red flags from today: 1. From extropic.ai/writing/inside……
Google getting to AGI first because you actually need to know linear algebra as a prerequisite to get a job @ DeepMind instead of being an anime pfp account posting on TPOT was in hindsight — very obvious.
Gemini 3 means Google has the chance to do the funniest thing...
𝘕𝘦𝘹𝘵 𝘞𝘦𝘦𝘬 𝘰𝘯 𝘋𝘰𝘰𝘮 𝘋𝘦𝘣𝘢𝘵𝘦𝘴: SHOULD WE BAN ARTIFICIAL SUPERINTELLIGENCE? Featuring: 👤 Max Tegmark (@tegmark) 👤 Dean Ball (@deanwball) This is the debate the world needs right now, between two of the clearest voices on both sides. Topics covered: ◻️ Should…
LeJEPA: a novel pretraining paradigm free of the (many) heuristics we relied on (stop-grad, teacher, ...) - 60+ arch., up to 2B params - 10+ datasets - in-domain training (>DINOv3) - corr(train loss, test perf)=95% Paper: arxiv.org/pdf/2511.08544 Code: github.com/rbalestr-lab/l…
Don't worry about the cyber thing, state-sponsored hackers in China are all effective altruists who just pretend to hack banks etc. in order to help Anthropic with regulatory capture
AI is going to wipe out at least 25 million jobs in the next 5 to 10 years. Probably much more. It will destroy every creative field. It will make it impossible to discern reality from fiction. It will absolutely obliterate what’s left of the education system. Kids will go…
David, are you open to debating someone on the other side of this?
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