breakthroughsWTF 5.6via arXiv cs.AI
Transfiver: Human-AI Co-Inference through a Shared Editable State
"LLM memory is no longer a black box you have to pray to."
Explain Like I'm Normal
Researchers introduced Transfiver, a new framework that replaces hidden model states with a transparent, shared 'scratchpad' that both the human and AI can edit in real-time. By moving interaction history into a structured, verifiable state, it solves the 'hallucination by forgetting' problem common in long-term AI interactions.
#co-inference#architecture#long-context#human-in-the-loop
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