Ana (李安娜) Li

Undeclared Delegation: Human Agency Under AI-Directed Goals

A person who repeatedly asks an AI system what to do next, approves its recommendations, and carries them out can retain authorization over every individual action while losing informed, effective authority over the purpose those actions collectively serve. This paper calls that...

After Parity

An American lead in artificial intelligence may be a strategic objective. It cannot also be the condition under which an international safety regime remains intelligible. This paper distinguishes three arrangements often conflated in the debate: commitments explicitly conditioned...

After Parity

An American lead in artificial intelligence may be a strategic objective. It cannot also be the condition under which an international safety regime remains intelligible. This paper distinguishes three arrangements often conflated in the debate: commitments explicitly conditioned...

After Parity

An American lead in artificial intelligence may be a strategic objective. It cannot also be the condition under which an international safety regime remains intelligible. This paper distinguishes three arrangements often conflated in the debate: commitments explicitly conditioned...

We Said We Would Engage All of Society: Six voices on the AI threshold, and the evidence public authority needs

On September 29, 2026, Bill Gates told Ezra Klein that the artificial intelligence (AI) industry had promised to engage all of society once dangerous capability thresholds were crossed, and that the response had been “complete silence.” This review tests that complaint against se...

We Said We Would Engage All of Society: Six voices on the AI threshold, and the evidence public authority needs

On September 29, 2026, Bill Gates told Ezra Klein that the artificial intelligence (AI) industry had promised to engage all of society once dangerous capability thresholds were crossed, and that the response had been “complete silence.” This review tests that complaint against se...