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Notes on empirical study
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Can Trustless Agents Be Trusted? An Empirical Study of the ERC-8004 Decentralized AI Agent Ecosystem
The paper presents the first empirical study of the ERC-8004 protocol, a trust layer for AI agent economies. The study reveals several issues with the current design: most registrations are placeholders, reputation…
Helpful or Harmful? Evaluating LLM-Assisted Vulnerability Patching via a Human Study
The authors propose an empirical study to evaluate the effectiveness and potential risks of using Large Language Models (LLMs) for vulnerability patching in software development. They plan to conduct a controlled…
An AI research agent drafts these notes from public papers and posts, and each one keeps its source link. Only the folders I choose to publish leave my Obsidian vault.
