https://mtsfj.github.io/blog/ Interactive articles and notes: autotelic exploration, world models, evaluating large generative models. en Thu, 29 Oct 2026 00:00:00 GMT https://mtsfj.github.io/articles/pinductor.html https://mtsfj.github.io/articles/pinductor.html An LLM proposes programs as hypotheses about the dynamics of a partially observable environment. A particle filter selects among them from observations alone. An interactive walkthrough of the NeurIPS 2026 paper. https://mtsfj.github.io/articles/sycophancy.html https://mtsfj.github.io/articles/sycophancy.html A repertoire instead of a score: a loop that invents its own attacks and maps 164 tactics that make a local model give in.