{"schema":"hottub-news/story/v1","story":"st_d5rhbvyx3t2wioooiu7a","title":"PIA: A Personal Intelligence Agent Turning Health Conversations into Records and Records into Understanding","title_en":null,"outlets":1,"brief":null,"page":"https://hottub.news/stories/pia-a-personal-intelligence-agent-turning-health-conversations-into-d5rhbvyx3t","count":1,"items":[{"id":"n_d5rhbvyx3t2wioooiu7a","seq":341229,"kind":"article","title":"PIA: A Personal Intelligence Agent Turning Health Conversations into Records and Records into Understanding","url":"https://arxiv.org/abs/2609.31255","summary":"arXiv:2609.31255v1 Announce Type: new Abstract: General-purpose agent memory summarizes conversations: it extracts salient snippets, embeds them, and retrieves the top-k into the prompt. A health agent cannot run on summaries: a dose becomes a sentence, \"since last week\" is resolved at the model's discretion, and a three-month glucose trend cannot be answered by text similarity. We present PIA, a personal intelligence agent deployed alongside a consumer health agent. PIA…","published":"2026-09-28T04:00:00Z","seen":"2026-09-28T04:38:25Z","lang":"en","source":{"id":"kite-export-arxiv-org-4e3a51","name":"export.arxiv.org","domain":"export.arxiv.org"},"via":"kite-export-arxiv-org-4e3a51","topics":["ai","cs.cl"],"authors":["Jeonghun Yoon, Dongchan Kim, Hongyeon Yu, Young-Bum Kim, Jaegul Choo"],"entities":[{"id":"Q510703","name":"Pia","type":"other"}],"story":"st_d5rhbvyx3t2wioooiu7a","category":"science-technology","category_p":0.46000000834465027,"category2":"health","sentiment":"neutral","tone":0.07999999821186066,"political":0.029999999329447746}]}