This is incredible news, especially for the AI Agent Engineering & Autoresearch researchers. An overview: SIA (Hebbar et al.): an open-source agent that rewrites both its own harness AND the underlying weights. Results: > 56.6% gain on LawBench > 502% improvement on single-cell RNA denoising > 91.9% runtime reduction on GPU kernels Let's host an emergency hackathon at the house this weekend like we did for @karpathy 's Autoresearch! @kunalbhatia91 !