Jev Is Not a Paradigm Shift. It’s ust a Fast Classifier.
Jev Doesn't Fix LLM Evaluation. It Just Makes It Faster
#ai-evaluation
Posts tagged #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.
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.
