Agent Evaluation
AI Agent 'Pass' ≠ Success — Pretty Numbers Are Self-Deception
A Juejin engineer: Agent evaluation hides infrastructure failures behind pretty success metrics. Buyers should ask: what are we really measuring?
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A Juejin engineer: Agent evaluation hides infrastructure failures behind pretty success metrics. Buyers should ask: what are we really measuring?
'Naked release' = shipping a model with no lab attribution or technical report. Ox Alph on OpenRouter is the latest case — Reddit users suspect Chines
Qwen 3.8 Max wins overseas praise as "best at knowing what not to do." A Chinese bet on planning and restraint over parameter wars.