agent architecture 1longitudinal memory 1medical knowledge integration 1personal health management 1privacy-aware AI 1
From the 1 of 7 linked papers with an AI index.
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cs.AI2026
EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision
Chao Fei, Qingyi Si, Kaihua Liang +3
Many methods for automated multi-agent system design optimize prompts and topologies during an initial design stage and then deploy the resulting system unchanged on subsequent sam…
cs.AI2026
A Self-Evolving Agent for Longitudinal Personal Health Management
Haoran Li, Jiebi Deng, Tong Jin +10
The paper presents HealthClaw, an open‑source AI agent that maintains and updates a personal health profile over time, improving answer accuracy and privacy compared to standard pr…
cs.AI2026
FORGE: Research-Trajectory Hijacking Attacks on Deep Research Agents
Yue Pan, Ziheng Zhang, Junxiang Lei +3
Deep research agents decompose open-ended queries into subtasks, retrieve web evidence over multiple rounds, and synthesize long-form reports. This workflow creates a planning-laye…