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techtimes.com > articles > 316804 > 20/26/0519 > karpathys-autoresearch-loop-spreading-fast-shopifys-53-speed-claim-still-unmerged-flagged.htm

Karpathy's Autoresearch Loop Is Spreading Fast: Shopify's 53% Speed Claim Still Unmerged, Flagged as Overfit

3+ mon, 3+ week ago   (275+ words) The pattern works wherever a scalar metric is both measurable and honest. Wall-clock latency with a passing test suite is close to ground truth. A benchmark score the change may have overfit is further away. That distinction matters, and Shopify's…...