OpenPrediction

"Almost guaranteed": a drop-in white-collar worker within five years, "very likely in two" (May 2025)

“But the one that I feel we're almost guaranteed to get—this is a strong statement to make—is one where at the very least, you get a drop-in white collar worker at some point in the next five years. I think it's very likely in two, but it seems almost overdetermined in five.”

Sholto DouglasAI researcher at Anthropic (reinforcement learning scaling)Said · Source: dwarkesh.com

Context: Sholto Douglas (Anthropic) on the Dwarkesh Podcast, "How Does Claude 4 Think?" (22 May 2025), official transcript. A clip of a different interview the same week (quoted by OfficeChai) put it as "near guaranteed … by 2027, 2028".

How we judge it

Our interpretation: correct if by 22 May 2030 AI agents can be deployed as drop-in replacements for typical white-collar workers (doing essentially any white-collar job end to end), as broadly recognized by independent observers; a developer's own claim does not count on its own.

Resolution criteria are our interpretation of the claim, written before grading. Methodology

Said
Resolve by
Due in 1319 days
Verdict
Open
Stated probability
None stated
Specificity
2 of 3 (dated, some interpretation)

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