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Comment by Joe Kwon
Regulations could establish assessment triggers tied to capability indicators, use cases, or incident patterns rather than just fixed periodic reviews. [...] Triggers might include demonstrated capabilities based on evaluations [...], usage for pre-specified types of tasks, integration into new high-stakes applications, or patterns of concerning behaviors reported through incident systems. [...] Rather than point-in-time pre-deployment assessment, regulations could require ongoing oversight scaled to system capability and deployment context.Unverified (Jan 12, 2026)
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replying to Joe Kwon