# SAEScientist-Bench: Can AI Agents Conduct Autonomous SAE Interpretability Research? > Source: > Published: 2026-09-10 04:30:03+00:00 While research on recursive self-improvement (RSI) has predominantly automated model training pipelines, reliable autonomous development demands a missing pillar: post-hoc monitoring and auditing to understand what models learn and ensure safe alignment. Mechanistic interpretability tools are essent