recursive self-improvement
2 published articles
AI Agents3 min read
Deep Research AI
BAAI's new research agent doesn't just search longer, it checks its own homework
BAAI's AREX agents use a recursive self-improvement loop that compresses long research histories, enabling efficient verification-driven refinement. Trained with a novel long-horizon RL recipe, they outperform comparable baselines on BrowseComp, DeepSearchQA, and HLE.
2026-07-31
Labs & Research4 min read
Frontis-MA1 / OpenMLE
The AI that improves AI now runs on one RTX 4090
FrontisAI's OpenMLE stack and 35B Frontis-MA1 agent turn recursive self-improvement into a reproducible experiment. On a single RTX 4090, the model scores 71.21% on MLE-Bench Lite, ahead of GPT-5.5 + Codex and close to much larger frontier models.
2026-07-31