Cohere Labs Open Science community to host Kernel Autoresearch and Context Language Models talks
Cohere_Labs · x · 2026-11-05
Cohere Labs' Open Science Community announced two sessions for Nov 9-14: Richard Cornelius Suwandi (CUHK-Shenzhen, co-developer of OpenEvolve) presents Kernel Autoresearch (Kernaut), where coding agents write kernels as programs with construction contracts ensuring validity, quality-diversity archives, and novelty screening — noting 22-58% of LLM-generated kernels that pass simple checks fail at other scales; discovered kernels transfer to unseen tasks like black-box optimization and enzyme kinetics. Rulin Shao (UW) presents on Context Language Models Nov 12.
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