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Applied AI·July 23, 2026·1 min read

Experts say exploiting Anthropic’s Fable isn’t how Kimi K3 got so good

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If Kimi K3’s leap can’t be explained by straightforward distillation of a single leaked model, assume multi-source training, aggressive data strategies, and rapid iteration are closing the frontier gap. For operators, the takeaway is that model advantage windows are shortening — your differentiation needs to live in data, distribution, and integration, not just “we use a strong model.”