agentic-science-cognitive-accumulation

Enables agents to maintain strategic coherence over extended experimental cycles through hierarchical cognitive caching that distills execution traces into stable knowledge, achieving 56.44% on MLE-Bench within 24-hour budgets.

Independent GitHub snapshot · Automated classification · Original documentation governs