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The white paper is basically “Legg’s interview, but formalized into an operational measuring system.”

The interview is qualitative (why the term AGI got messy, what changes may come soon, and how to think about ethics/safety). The paper turns that into a shared language: (1) levels of capability (performance x generality) and (2) separate levels of autonomy (how the system is used), plus the idea that risk depends on both.

The big practical takeaway is this: most public arguments about AGI are confusing because they mix up capability, autonomy, and impact; the paper is an attempt to stop that category error.

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