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Practitioner with public evidence across AI research, Culture, work & education.
Anthropic's When AI builds itself "We looked at sessions where a human researcher took a wrong turn, showed Claude the session up to that point, and asked it what to do next. Mythos Preview improved on humans 64% of the time—up from 22% in 2024." www.anthropic.com/institute/re...
this will take a while to diffuse, but the idea that LLM results derive primarily from the expertise of the operator is fully dead www.anthropic.com/research/dis...
Another wild AI math result. Here's the prompt, which interestingly is mostly about method and probably would work pretty well for a human organization: cdn.openai.com/pdf/04d1d1e4...
new study showing LLMs beat law professors at answering questions about contracts in a tutoring context, as judged by law professors. notably the LLM answers were much less likely to be rated "harmful". yikes at instructor 16's performance lol law.stanford.edu/wp-content/u...
Finally, objective measures to back up the "skill issue" reply
I had missed this earlier but holy crap, Anthropic will turn an operating profit this quarter. I’m genuinely blown away by this. And set to more than double revenues QoQ. www.wsj.com/tech/ai/mind...
NEW @crisesnotes.bsky.social PIECE: In this piece I critique a recent piece from @edzitron.com comparing the AI(LLM) boom to the "Subprime" Mortgage Crisis (and implicitly the GFC of 2007-2009). The ? is:"How big of a macrofinancial threat is the AI(LLM) Boom?" www.crisesnotes…
Code: github.com/agude/dotfil... (Warning, 100% Claudeslop)
Someone made a list of math problems solved by AI: vibemathed.com
New blog post up: I saw the memes of showing LLMs the Jacobian Conjecture so I wanted to give it a try... minimaxir.com/2026/07/jaco...
Hank Green announces a sensible AI policy. Basically, he will continue to use AI for research (and code?) but writing and images come from humans. The anti-AI crowd just isn't that important. Creators can be open about their LLM use. www.youtube.com/watch?v=ssE1...
Worth reading the top post and responses: www.reddit.com/r/math/comme... I've come to think if you're looking for something like ennui due to having your creative/coo/interesting/aspirational job replaced, mathematicians may be the vanguard.
Feel kind of bad... I'm having Claude migrate my LLM config (scripts, skills, etc.) to support Codex. 😅 It's training it's replacement! And it doesn't get severance either way.
● The praise is generic LLM flattery — ignore it. Ok, thanks Claude, I'll do that.
Found a new benchmark for AI: Can it fix my system so when I restart the computer from the Gnome GUI, Firefox does not interpret that as a crash that must be recovered from on restart? So far, no one has passed.
Center = Alex Gude . Left = members they follow (green edges). Right = members who follow them (blue edges). Top = mutual follows (orange edges, slightly larger). Drag any node to reposition; click to open that profile.