SMRTR AIAug 24, 2026Daily.dev

Can an LLM Forget the Right Things?

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Running a language model on a robot camera breaks in three ways: VRAM floods, deadlines are silently missed, and a 60Hz camera outruns the model's reasoning. This project addresses all three with an admission controller, semantic KV cache eviction, and a lock-free buffer, though it remains an architecture built on a cloud GPU, not a tested edge deployment.

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