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cs.CL2026
Gated Memory: Admission-Controlled Memory Formation for Conversational AI
Preeti Saraswat, Divya Neelagiri, Ajay Manoj
Personalized conversational AI relies on long-term memory systems that extract facts from user utterances and store them in persistent vector stores. Despite progress in retrieval,…
cs.CL2026
Not All Speech Is Intent: Adaptive Self-Correcting Inference Layer for Post-ASR False Wake-Up
Preeti Saraswat, Divya Neelagiri, Anil Yadav
False wake-up activations remain a persistent challenge in conversational AI. Speech phonetically similar to a device's wake word can produce a syntactically valid and semantically…