Lifeboat News: The Blog

Researchers have long known that AI models generate hidden “confidence signals” when they process information. But a fundamental question remained: Does the AI actually use this internal sense of confidence to decide whether to answer a question or simply say, “I don’t know”? 3. The Proof: To prove this wasn’t just a coincidence, researchers directly […]

Reasoning Models Cost 10x More — Here’s Why They Shouldn’t Be Your Default. Models like OpenAI o1/o3 deliver much higher accuracy on complex multi-step problems (74%+ vs ~12% on hard math benchmarks). But they cost 10–15x more and introduce high latency. The smart approach in 2026: Don’t run everything through reasoning models. Route only the […]

Cecile G. Tamura
9h ago

Today, OpenAI’s Chief Scientist acknowledged that we’ve reached that threshold—calling modern AI an “alien mind” that operates more like complex neuroscience than traditional software. OpenAI’s Chief Scientist Jakub Pachocki: “Based on internal results, I have a strong expectation that this speed of progress could be sustained into recursive self-improvement.” (via Chubby) Jakub Pachocki reflects…

Fascinating biophysical research which explores the structures and energetics of cryptic sites in RNAs. Cryptic sites are revealed upon transient conformational changes which open a new binding pocket in a biomolecule. This website uses a security service to protect against malicious bots. This page is displayed while the website verifies you are not a bot.

One of the first commandments of my scientific education was ‘thou shalt not use teleological language.’ This was closely related to a second commandment ‘thou shalt not commit anthropomorphism’. It was permissible to compare a frog to a machine but not to a human being (unless one also compared the human being to a machine). […]

Join us on Patreon! / michaellustgartenphd. Support Colwyn’s studies: https://give.stanford.edu/fund?kwoDCF… Discount Links/Affiliates: Blood testing (where I get the majority of my labs, for those who blood test with Quest): https://www.ultalabtests.com/partners… Blood Testing Essentials (Biological Age, CVD-Risk, Kidney Health and Function): PhenoAge (Biological Age): https://www.ultalabtests.c…

Molecules called reactive oxygen species, which include so-called “free radicals,” have long been viewed as damaging byproducts of our body’s metabolism—a reason antioxidant supplements have been considered a potential way to reduce cancer risk. Now, scientists have discovered that certain immune cells depend on these molecules to activate and destroy cancer cells and that tumors […]

In a breakthrough study, researchers at The University of Texas MD Anderson Cancer Center discovered that psilocybin given before chemotherapy prevented the onset of nerve injury in preclinical models, even after repeated treatment cycles. The findings could help prevent pain, numbness and other common chemotherapy side effects. The study, published in Science and co-led by […]

Identifying distinctive types of conditions like diabetes is helpful in two ways. It means treatments can be personalized more precisely to individuals, and gives researchers a better idea of how to make those treatments more effective going forward. When it comes to type 1 diabetes, there are two genetic patterns called HLA-DR3 and HLA-DR4 that […]

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