Doctors Needed to Build Scalable AI Multi‑Specialty Care
We need awesome doctors who can help develop AI doctors to make AI scalable for all primary care, chronic disease care, and parts of specialty care we call "multi-specialty primary care"! AI allows for this oxymoron. Make a difference globally
Continuous Physics Reasoning for Millions of Engineers, Instantly
Most engineers have never had sufficient access to real physics analysis — simulation was too expensive, slow, and specialized. @VinciPhysics vision isn’t just replacing Ansys; it’s bringing continuous physics reasoning to 100x more engineers and 1000x more simulations in a fraction...
Adapt Cash Burn Quickly, Like F1 Braking Late
Every startup should run cash like a Formula One car. Full speed on the straight. Brake as late and hard as possible into the curve. The danger does not come from a high burn rate - but from not being able...
Trump Pushes Mental‑illness Treatments, Citing Personal Need
Fact Sheet: President Donald J. Trump is Accelerating Medical Treatments for Serious Mental Illness. He really needs it for himself https://t.co/FiGVQszXh9
1‑bit Bonsai 8B Packs
1-bit Bonsai 8B, a 1-bit weight model that fits into 1.15 GBs of memory and delivers over 10x the intelligence density of its full-precision counterparts. It is 14x smaller, 8x faster, and 5x more energy efficient on edge hardware while...
AI Diagnosis Systems Match Doctors, Cut Triage Errors
Results are in and crystal clear on which systems are best in medical diagnosis and how high the concordance is with human physicians. And very low triage error rates
Safeguarded AI Beats Physicians, Not Raw Models
The real way to use AI for medicine is to build safety, accuracy and triage on top of the big models like OpenAI. Using these models directly can be harmful. With appropriate safeguards Ai performs much better than the median...
True AI World Models Predict Actions, Not Just Perceive
Everyone says they’re building a world model. Very few actually are. Most AI learns to see the world. A world model learns to predict what happens in it — specifically, what happens when people do things. That’s a different problem....
AI Clash Highlights Extreme vs Progressive EA Debate
Not just progressive but extremes. Infact the DOW /Anthropic clash may have been about EA
AI Therapist Beats Humans, Hits Top 10% Performance
Infinite mental health services affordable @Limbic_ai. Key finding in Nature Medicine: https://t.co/ga8xxjSzor Limbic Layer™ turns any frontier LLM into a behavioral health specialist, improving therapeutic performance (as judged by other therapists), patient experience, and clinical outcomes. 75% of Limbic's...
Test Investor Commitment Now, Not Just Bank Diversification
Founders: the real lesson from the SVB collapse three years ago wasn’t “diversify your bank.” It was this: find out now -- in good times -- whether your investor will wire money with no strings when everything breaks. Most won’t....
Crisis Exposes VCs: Sympathy Tweets, Few Cash, Many Vultures
Crisis removes marketing. In March 2023, "value-add" VCs sent sympathy tweets while founders begged for payroll. A few wired cash, no terms, no leverage. The rest were vultures in venture clothing. https://t.co/OxfY9VN3wI https://t.co/EYgVVU38We
SVB Revealed only a Few VCs Gave Unconditional Cash
Three years ago, SVB exposed who VCs really are. Not the ones who tweeted sympathy. The ones who wired money -- no docs, no terms, no theater -- before the government stepped in. Very few did. That's the test most...
AI's Future Lies in In‑House Legal Teams, Not Firms
The right place for AI in law is the enterprise, not law firms which are conflicted if the cost of legal services goes down rapidly. AI makes it possible to dramatically reduce this business overhead.
AI Job Protections Risk Losing to Agile Competitors
Protecting employees from AI replacement sounds good but all companies or countries who do that will lose to those who don’t. Need structural not patchwork solutions. Any constraints on layoffs will also hugely advantage startups and Chinese companies.