#llm

Articles tagged with #llm

Your Agent Passed the Eval. Its Retrieval Calls Still Tripled.
Task completion can stay flat while context compression shifts an agent's budget from execution to redundant retrieval.
Aug 22, 20266 min read1
Your AI Agent Eval Is a Production Security Boundary
A benchmark stops being neutral test infrastructure when the agent can execute code, cross trust boundaries, or affect real systems.
Aug 20, 20269 min read14
AI Agents Do Not Just Need More Context. They Need a Context Budget
A long context window sounds like an obvious advantage for an AI agent. The agent can retain more search results, tool outputs, intermediate reasoning, and evidence. Give it enough context, and perhap
Aug 4, 20266 min read125
Is Overthinking a Red Flag? We Put AI Reasoning to the Test.
Maybe your friend isn't the only one who overthinks.
Jun 18, 20263 min read16