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Notes on dependencies
3 notes
Toward Continuous Assurance for the Democratization of AI Agent Creation in Industry
The paper discusses a reliability challenge in AI agents created by non-engineering users within organizations, due to multiple dependencies that can cause silent degradation after deployment. The authors propose a…
Skills Are Not Islands: Measuring Dependency and Risk in Agent Skill Supply Chains
Researchers introduce Agent Skill Supply Chains (ASSCs) to manage the dependencies of Large Language Model (LLM) agents by characterizing their dependency graphs. The study finds that ASSCs have four structural…
Skills Are Not Islands: Measuring Dependency and Risk in Agent Skill Supply Chains
Researchers introduce a new method called Agent Skill Supply Chains (ASSCs) to manage dependencies in Large Language Model agents. They develop SkillDepAnalyzer, which extracts dependency graphs and metadata from…
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.
