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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...
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...
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...
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.
Amidst all the "AI is unremittingly awful and unreliable and will eat our faces" takes on BlueSky, I enjoyed this a lot. It mirrors my experience pretty closely. takes.jamesomalley.co.uk/p/how-ai-has...
My friend @chax.fyfe.us (Facebook SWE, CS adjunct) wrote this piece to think through how AI is changing software engineering, and what that means for how we teach CS when code is no longer scarce. charles.uno/ai-cs-swe
● The praise is generic LLM flattery — ignore it. Ok, thanks Claude, I'll do that.
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.