Toward Ultra-Long-Horizon Agentic Science: Cognitive Accumulation for Machine Learning Engineering
arXiv:2601.10402v5 Announce Type: replace
Abstract: The advancement of artificial intelligence toward agentic science is currently bottlenecked by the challenge of ultra-long-horizon autonomy, the ability to sustain strategic coherence and iterative c…