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What credible people across AI noticed, why it matters, and where the field is converging or disagreeing.
One card per development. Sources are clustered; expert reactions remain attributable.
2 directory members surfaced this signal.
“publicly available models are solving unsolved math problems proof: cdn.openai.com/pdf/04d1d1e4... prompt: cdn.openai.com/pdf/04d1d1e4...”
4 experts are actively discussing the implications.
“"yeah; the precise function of any individual node in the generative layer is essentially unknowable" It really isn't. transformer-circuits.pub/2025/attribu...”
2 directory members surfaced this signal.
“To go one step up from there, I'd recommend this introduction to circuits: distill.pub/2020/circuit...”
2 directory members surfaced this signal.
“1. Political Bias Audits of LLMs Capture Sycophancy to the Inferred Auditor arxiv.org/abs/2604.27633 (that study is contested osf.io/preprints/me... but imo the argument makes sense) 2. Reality has a liberal bias goodinternet.substack.com/p/the-truthi...”
“As a reminder, LLMs recognize when they're being tested and have a tendency to answer based on what they think an alignment-tester wants to hear (for example, "racism is bad", etc) - and swapping cues about the politics of the tester changes the outputs. ar…”
1 directory member surfaced this signal.
“Essentially anything you can think of exists in some combination of firings somewhere in the network. There's a circuit for "talking like MAGA". A circuit for "off-by-one-errors in programming". A circuit for "greek vowels". Anything you can think of. Ex: t…”