In progress · 2024–2035+

AI capability acceleration

Training, reasoning, autonomy

As compute and real-world data (cars, robots, X) grow, model capability jumps. Musk talks both about AI beyond humans and “truth-seeking” AI.

Odds (editorial): Medium (50%)

What Musk / companies have said

xAI/Grok, Tesla real-world AI (FSD, Optimus), and exponential compute are the spine. Timelines often optimistic vs field performance.

Our probability read

Narrow superhuman systems: already partial, high odds of more. Civilization-scale superintelligence timing: highly uncertain (medium band). We track benches and real tasks.

What we track

Grok/xAI releases, FSD intervention rates, Optimus autonomy, compute–performance.

Probabilities and eras are editorial estimates from public info—not guarantees. Musk’s statements and our assessments are labeled separately.

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