Preprint Open access
DyadMem: A Long-Term Memory Benchmark of How Agents Work with Users
Long-term agents must remember not only what is true about a user, but also how a particular agent should work with that user as their shared history evolves. Existing benchmarks primarily supervise user facts and preferences or experience reusable across users, leaving this relationship-specific agent memory implicit. …