LoCoMo

Backboard has achieved the top position on both the LoCoMo and LongMemEval benchmarks for long-term AI memory, a feat no other system has matched without modifying the original evaluation guidelines. …

Researchers have developed the Deterministic Memory Framework (DMF), a CPU-first memory system for conversational AI agents that replaces generative large language model compression with a fully deter…

Researchers introduced parallel context compaction for long-horizon LLM agent serving, addressing the problem of growing conversation histories exceeding context windows. The method provides fine-grai…