Recommended if you work on agent memory.
Retrieval is the hardest memory problem in most harnesses because agents keep pulling stale context.
AML tests this with a coding track of 150 software tasks, each run with relevant history and again with noisy history.
Agent Memory Challenge 2026 Cycle 2 is now open. Long-term memory is not just about storing more history. It is about retrieving the right evidence, recognizing...