dags/workflow graphs are the tool shaped object final boss… why would you look at a graph when you can ask a model, there is (nearly) by definition no more complete representation of your graph outside latent space, even formal approaches like gql failed miserably
Our RSI system AIDE² has two autoresearch loops.
An inner loop, just like a normal autoresearch agent, optimizing code against an eval.
An outer loop, optimizing the inner-loop agent's harness code against the inner loop's average score across different benchmarks. (2/7)
given that agi is more or less already here I wonder if our benchmarks objectively have to move a derivative up toward some idea of how effectively models can improve themselves (on current benchmarks? unclear)
Turns out it's possible to generate videos that maximally excite an arbitrary brain region using a simple search-based algorithm. It's a fully computational approach, so it's another way to speculate what a brain region represents, alongside other neuroscientific methods.
Select an arbitrary brain region->algorithmically generate a video that jacks it up. See the visuals on the webpage https://t.co/UzKyN8MHda
In silico (for now)
it’s a fairly bearish indicator for asi that mythos or whatever is still being evaluated on terminalbench and that there is no clear goalpost on self improvement at all outside a vague notion that eng is moving faster inside labs
I shipped more code in the last 3 weeks than the decade before. The top AI models / agentic systems right now are an entirely different thing to what people used until the beginning of December.
re post ai disillusionment in software
it’s curious how so many have come out of the woodwork now with the sole, certain message that every normative wealth generation opportunity in your time is clearly gone and away, RE, crypto, swe, etc
a weirdly subtle and specific character trait I will continue to fail to codify well is folks’ interest and willingness to shape the world in their image. I think for a few people I know hard drugs actually developed this