Google DeepMind Launches Evo-Memory Benchmark and ReMem Framework to Promote Experience Reuse in LLM Agents

Evo-Memory is a new agent framework that evaluates an agent's ability to accumulate and reuse strategies in continuous tasks through a streaming benchmark, emphasizing dynamic memory evolution and breaking the limitations of static conversation records.