Blog
Longer-form writing on AI, LLMs, and how the field is changing.
-
Reasoning off the page: what looped transformers actually change (and what they don't)
Everyone's suddenly worried recurrent depth is hiding reasoning inside GPT-6 Astra. I spent a week reading the papers. The concern is real for the trajectory — but the 'we've regressed to black box AI' framing overstates the evidence.