research
Research

Research → a VR assistant

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PICO Space Prosee inside →Agentic OSAlways-on user long-termmemoryFast action & expressionrecognitionWorld modelVoice inputDynamic routing to fine-tunedsub-agentsInference speed-upContinually expanding function boxesMultimodal synthetic data finetuningOn-device compute optimizationMulti-turn conversation & HCIHIVE(ARR 2026 Aug)voice input strategyPRISM(EMNLP 2026)fast routing to expert agentsAttendTwice(aiming ICLR 2027)optimizing DeepSeek Sparse Attention (DSA)SHRED(NeurIPS 2026)edit / delete / renew the tool registryModel Collapse(ICMI 2025)multimodal synthetic finetuning strategyStatic Key Attention(TMLR in submission)vision KV-cache managementDo Not Be Angry(IUI 2027 in submission)user–agent interactionDEVICEFUNCTIONCAPABILITYWORK
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