July 30, 2026· ~6 min readBeyond Memory: A Templated Substrate for Collaborative Knowledge Work with LLM Agents > **Teaser:** A July 2026 paper from Microsoft Research proposes a templated substrate for heterogeneous LLM agents to collaborate on knowledge work