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Capability gains

Musk forecasts AI could surpass any individual in 2026

In a full All-In Summit interview, Elon Musk forecast that AI might become smarter than any single human at every task as soon as 2026 and would probably exceed the combined intelligence of humanity by 2030. He tied the forecast to continued compute scaling, but it remains a forecast rather than an observed capability result.

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CURRENT ASSESSMENT · REVISION 1
TOWARD DOOM36confidence 57/100

Why it moved the index

A specific, attributable near-term forecast from a frontier-lab founder adds evidence about perceived acceleration toward broadly superhuman capability, while limited support and forecast uncertainty constrain confidence.

Assessment history

  1. R1
    Toward 36 · confidence 57

    New full-interview historical gap item. The exact YouTube publication timestamp, complete transcript, distinct two-stage forecast, attribution, and absence of a matching durable event were verified against the refreshed corpus.

    14 Aug 2026

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  1. DoomBench assesses “Musk forecasts AI could surpass any individual in 2026” as evidence moving toward doom, with magnitude 36 and confidence 57 out of 100 in the capability gains category.

  2. The DoomBench assessment of “Musk forecasts AI could surpass any individual in 2026” is based on reporting from All-In Podcast and records the editorial rationale, source quality, attribution, and revision history.

  3. DoomBench summarizes “Musk forecasts AI could surpass any individual in 2026” as follows: In a full All-In Summit interview, Elon Musk forecast that AI might become smarter than any single human at every task as soon as 2026 and would...

    https://www.doombench.com/news/musk-forecasts-ai-could-surpass-any-individual-in-2026-2025-09-10