analysis · interactive
Why Organic Data Still BeatsAgent-Mimicked Synthetic Data
Organic replay forecasts production misbehavior at r = 0.91, while agent-mimicked synthesis stalls at a 49.5% discriminator win-rate even when handed real ground truth. The gap is structural, and narrower than the usual headline.
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