matt_is_nice's profile picture. CEO & co-founder of Virgo. Building AI to turn endoscopy into a predictive biomarker for IBD, colorectal cancer, and more!

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 👇

matt_is_nice's tweet image. 📢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 👇

Matt Schwartz 已轉發

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


Matt Schwartz 已轉發

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…



Matt Schwartz 已轉發

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.


Matt Schwartz 已轉發

entirely too reasonable, guys, was hoping for a lighthaven cage match


Matt Schwartz 已轉發

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…

matt_is_nice's tweet card. Max Tegmark vs. Dean Ball: Should We BAN Superintelligence?

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Max Tegmark vs. Dean Ball: Should We BAN Superintelligence?


Matt Schwartz 已轉發

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.


Matt Schwartz 已轉發

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:

randall_balestr's tweet image. 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…

matt_is_nice's tweet image. 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?

AI Diplomacy

DavidSacks's tweet image. AI Diplomacy


Matt Schwartz 已轉發

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…

liron's tweet image. 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…

liron's tweet image. 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……


Matt Schwartz 已轉發

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.


Matt Schwartz 已轉發

Gemini 3 means Google has the chance to do the funniest thing...

daniel_mac8's tweet image. Gemini 3 means Google has the chance to do the funniest thing...

Matt Schwartz 已轉發

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…

liron's tweet image. 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…

Matt Schwartz 已轉發

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…


Matt Schwartz 已轉發

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


Matt Schwartz 已轉發

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…


Matt Schwartz 已轉發

David, are you open to debating someone on the other side of this?


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