Why Agent Memory Fails CFP

For the CFP “Why Agent Memory Fails: The Fix Starts in the Context Window,” Burak Yigit Kaya prefers a bold, vendor-neutral systems argument rather than a Lore pitch or paper-level qualification. Center: “Agent memory begins in the context window, and it becomes useful only when it returns there. Compaction should be consolidation.” Use Lore only for implementation lessons and failed approaches; omit benchmarks, demos, feature tours, and sales claims. Cover single-user memory, MCP as a recall interface rather than a complete architecture, and selective injection as the return path.