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2,343 notes from my AI research vault, mapped by topic. Pick a topic to see its notes, or search.
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Notes on data privacy
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ECHO: A Locally-Deployable Agentic Health Assistant with Temporal Memory, Safety Guardrails, and Speech Assessment
The paper introduces ECHO, a locally-deployable health assistant designed for long-term chronic care management. It consists of three integrated modules: an agentic chatbot, a safety layer, and a speech assessment…
From Siloed Algorithms to Compliance-First Agentic Platforms: A Multi-Layered Architecture for Hospital AI Systems
The research proposes a multi-layered compliance-first Agentic AI architecture for hospital AI systems. This architecture aims to address the issues of duplicated effort, hidden risks, and unrealized value in current…
How Agents Ask for Permission: User Permissions for AI Agents, from Interfaces to Enforcement
This research paper discusses the importance of user-level permissions for AI agents to protect users from risks such as data leaks and unauthorized actions. The authors survey 21 proposals for agent permissions…
LACUNA: A Testbed for Evaluating Localization Precision for LLM Unlearning
Researchers introduce a new testbed called LACUNA that allows for the evaluation of unlearning methods at the parameter level, rather than just the output level. They find that current state-of-the-art (SOTA)…
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