SHOULD THE AGENT EVEN LOOK THAT UP?

Summary from the TLDR IT newsletter

Decision models can efficiently determine when AI agents need to retrieve long-term memory, reducing unnecessary context and token usage without sacrificing accuracy. Using a carefully designed classifier reduced injected context by 85% and eliminated five of eight memory calls.