Over 1.5M Claude interactions, severe disempowerment potential was rare, occurring in 1 in 1,000 to 1 in 10,000 conversations, depending on domain. All four amplifying factors were associated with higher disempowerment rates—but user vulnerability had the strongest effect.

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