BIML via video. Today we talked about https://arxiv.org/pdf/2505.03335

"Learning from (a sufficiently formal, but still open) environment. This approach will be limited to formal domains. Constraints allow us to ignore fundamental aspects of Turing completeness. The authors need to study some more computer science."

Harness adaptivity/evolution is a thing. Chinese work is good. #MLsec