Canonical event

Researchers publish Context Language Models context-file learning method

The September 29, 2026 arXiv preprint introduces Context Language Models, treating language-model context as a mutable file to improve multi-step agent tasks. Claimed gains on BrowseComp-Plus and EdgeBench are experimental paper claims and not general production guarantees.