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AI Safety & AlignmentLessWrong AIPublished: Oct 13, 2026, 10:00 JST

Lessons from MATS 9 Team Shard: thinking clearly bottlenecks AI safety

Lessons from MATS 9 Team Shard: thinking clearly bottlenecks AI safety

A researcher spent the better part of 2026 in empirical AI safety apprenticeships, working under Alex Turner and Alex Cloud on MATS 9 Team Shard on finetuning-based misalignment auditing, then interning at Redwood Research under Aryan Bhatt on sabotage capability evaluations.

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