An open Add/Search evaluation framework for agent memory
Source
IreneAI
Author
IreneAI
Date
Terms in this piece · Glossary
benchmark — A standard public test set for comparing AI models — the shared scoreboards behind every "model X beats model Y" claim.
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
multimodal — A model that works with more than text — reading images, audio, or video, and sometimes generating them too.
eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
Why it matters
It gives a standardized Add/Search evalA repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.Full definition → contract for comparing AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → memory systems (textual, multimodalA model that works with more than text — reading images, audio, or video, and sometimes generating them too.Full definition →, coding) instead of relying on each vendor's own benchmarkA standard public test set for comparing AI models — the shared scoreboards behind every "model X beats model Y" claim.Full definition → and answer model.
