Machine Heart

Sep 14, 2026 · Artificial Intelligence

T-Mem: Teaching AI Associative Recall Beyond Similarity Search

Tencent's T-Mem introduces associative recall for LLM agents by pre-storing trigger cues during memory writing, enabling retrieval via semantic associations rather than surface similarity, achieving SOTA on LoCoMo and LoCoMo-Plus benchmarks with minimal performance drop on associative tasks.