Jev Is Not a Paradigm Shift. It’s ust a Fast Classifier.
Jev Doesn't Fix LLM Evaluation. It Just Makes It Faster
Sep 25, 202616 min read41
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#ai-evaluation
Articles tagged with #ai-evaluation
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