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Open Weights

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Anthropic says open weights need testing, HN hears a policy moat (anthropic.com)

Anthropic framed the question as a safety standard for capable models, not a closed-versus-open binary. Readers instead focused on the practical leverage hidden in a rule that only large, well-funded labs may be able to satisfy.

One recurring challenge was economic: if distillation can make comparable capability far cheaper to run, why should the compliance burden be set by the companies least exposed to that competition?