Exploring Next
Exploring Next — Ep 452 w/ Justy & Cody — Task-Focused Memorization for Multimodal Agents
Justy and Cody dig into TaskMem, a paper on teaching multimodal agents what to remember from endless streams of video. They unpack the core idea of turning memory creation into a learnable policy, why that matters for embodied agents and long-horizon systems, and how the two-phase reinforcement learning setup tries to balance faithful recall with task usefulness.