We introduce M3-Agent, a novel multimodal agent framework equipped with long-term memory. Like humans, M3-Agent can process real-time visual and auditory inputs to build and update its long-term ...

LessIsMore is a novel sparse attention mechanism that dramatically improves the efficiency of large reasoning models without sacrificing accuracy. The key insight is that existing sparse attention ...