Field notes
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 comparative analysis
2 notes
Comparative Approaches to Agent Retrieval over Large Skill Libraries
The study compares two systems for deciding which skills to load from a large skill library by an agent. The first system is a hybrid ranker that combines lexical and dense-embedding retrieval, while the second system…
MemSecBench: Tracking Agent Memory Poisoning from Persistence to Consequence and Repair
Researchers have developed a benchmark called MemSecBench to evaluate the lifecycle security of agent memory systems. The benchmark contains 310 cases from various contexts, each following a specific protocol and using…
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.
