Adam Little DVM @exponentialvet

Cardiologist wins 3rd place at Anthropic's hackathon. Out of 13,000 applications. Built in 7 days by Michał Nedoszytko MD. Coded day and night - in the hospital, in the cloud, while flying from Brussels to San Francisco. A few years ago, it would have been impossible for a doctor to build this alone in just a couple of days. AI changed that. The project is called postvisit.ai. It is an AI agentic care platform for patients. Including reverse AI scribe it is a companion that guides the patient from the moment they leave the doctor's office. Powered by the massive context window of Opus 4.6, it allows patients to explore their full medical history, connected devices, Evidence Based resources and external data sources — all in one place. Today, the barrier to entry has vanished; even a practicing physician can build an application from scratch.

GPT-5.2 derived a new result in theoretical physics. We’re releasing the result in a preprint with researchers from @the_IAS, @VanderbiltU, @Cambridge_Uni, and @Harvard. It shows that a gluon interaction many physicists expected would not occur can arise under specific conditions. openai.com/index/new-resu…

@mattshumer_ This is so cool. Well done! Going to be very interesting when you combine it with your cameos.

Today OpenAI announced o3, its next-gen reasoning model. We've worked with OpenAI to test it on ARC-AGI, and we believe it represents a significant breakthrough in getting AI to adapt to novel tasks. It scores 75.7% on the semi-private eval in low-compute mode (for $20 per task in compute ) and 87.5% in high-compute mode (thousands of $ per task). It's very expensive, but it's not just brute -- these capabilities are new territory and they demand serious scientific attention.

o3 is really special and everyone will need to update their intuition about what AI can/cannot do. while these are still early days, this system shows a genuine increase in intelligence, canaried by ARC-AGI semiprivate v1 scores: * GPT-2 (2019): 0% * GPT-3 (2020): 0% * GPT-4 (2023): 2% * GPT-4o (2024): 5% * o1-preview (2024): 21% * o1 high (2024): 32% * o1 Pro (2024): ~50% * o3 tuned low (2024): 76% * o3 tuned high (2024): 87% given i put in the original $1M @arcprize, i'd like to re-affirm my previous commitment. we will keep running the grand prize competition until an efficient 85% solution is open sourced. but our ambitions are greater! ARC Prize found its mission this year -- to be an enduring north star towards AGI. the ARC benchmark design principle is to be easy for humans, hard for AI and so long as there remain things in that category, there is more work to do for AGI. there are >100 tasks from the v1 family unsolved by o3 even on the high compute config which is very curious. successors to o3 will need to reckon with efficiency. i expect this to become a major focus for the field. for context, o3 high used 172x more compute than o3 low which itself used 100-1000x more compute than the grand prize competition target. we also started work on v2 in earnest this summer (v2 is in the same grid domain as v1) and will launch it alongside ARC Prize 2025. early testing is promising even against o3 high compute. but the goal for v2 is not to make an adversarial benchmark, rather be interesting and high signal towards AGI. we also want AGI benchmarks that can endure many years. i do not expect v2 will. and so we've also starting turning attention to v3 which will be very different. im excited to work with OpenAI and other labs on designing v3. given it's almost the end of the year, im in the mood for reflection. as anyone who has spent time with the ARC dataset can tell you, there is something special about it. and even moreso about a system than can fully beat it. we are seeing glimpses of that system with the o-series. i mean it when i say these are early days. i believe o3 is the alexnet moment for program synthesis. we now have concrete evidence that deep-learning guided program search works. we are staring up another mountain that, from my vantage point, looks equally tall and important as deep learning for AGI. many things have surprised me this year, including o3. but the biggest surprise has been the increasing response to ARC Prize. i've been surveying AI researchers about ARC for years. before ARC Prize launched in June, only one in ten had heard of it. now it's objectively the spear tip benchmark, being used by spear tip labs, to demonstrate progress on the spear tip of AGI -- the most important technology in human history. @fchollet deserves recognition for designing such an incredible benchmark. i'm continually grateful for the opportunity to steward attention towards AGI with ARC Prize and we'll be back in 2025!

ARC Prize @arcprize

a year ago

New verified ARC-AGI-Pub SoTA! @OpenAI o3 has scored a breakthrough 75.7% on the ARC-AGI Semi-Private Evaluation. And a high-compute o3 configuration (not eligible for ARC-AGI-Pub) scored 87.5% on the Semi-Private Eval. 1/4

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Kicking off a new project as part of the 7th @100daysnocode No-Code x AI Bootcamp over the next 4 weeks! #100DaysOfNoCode #100DaysOfAI maven.com/no-code-ai/no-…

@rowancheung dm. Would love to check this out.

Sign up here EmailTriager.com! And if you want one of the 100 early access spots, comment/retweet then email me and I'll send you a test invite! 💌 Still figuring out pricing so bear with me, but hopefully this can help you get to inbox zero 100x faster!

@thisiskp_ What about archiving them?

It's neat to see that my twitter view count is 2.72x higher than my mom said it was

@TurnerNovak Great update. It's really difficult to decide what drafts to delete vs send to your therapist.

@TurnerNovak This is really smart and fair. Bravo Turner Carlson

@redman Such a banger. Honest question - How do you feel about all the examples / tweets around #ChatGPT basically reinforcing your core thesis. Related question - had you launched this under an avatar would you be a billionaire already?

@thisiskp_ Genuine curiosity is a super power to building new relationships.

Major corporate players had entered Canada’s health-professional fields, buying up independent practices in veterinary medicine, dental care, optometry and pharmacy and assembling them into chains to extract profits.⚕️ @ChannaY investigates: tgam.ca/3xfeSBy

Just sent out a hard email. We have 5 mos runway and I'm no longer hopeful we can raise in this recession. Unless something radical happens, we're gonna have to make some changes fast. I'll be hosting an emergency town hall 6/10 at 15:30 ET to discuss mailchi.mp/new-harvest/em…

@morebuttertv I bet Eric Murphy stole it so that Johnny's Bananas would keep its spot as the top cartoon ape-based series

@EmaSpeaks @jenny_colgate Thanks @EmaSpeaks. @jenny_colgate would be great to share more about what we are up to. Lots of opportunity at intersection of lending/insurance/savings in this space.

To commemorate #InternationalWomensDay, some of my favourite pics of women being badasses. First up, Saffiyah Khan.