Artificial intelligence · around 2032
Artificial general intelligence
Projection
AI that can do nearly all cognitive work a skilled remote worker can, at comparable cost.
Defined here as systems able to perform nearly all economically valuable tasks that can be done at a computer, at human-competitive cost and reliability. Such systems would reshape science, work and the economy.
Why it’s plausible: Capabilities have risen steadily with compute and new training methods; the date depends on continued scaling, reliability on long tasks, and on the definition, which experts dispute.
What it built on 7
What it led to 1
Related measurements
Training compute of notable AI models Source: Epoch AI, Notable AI Models (CC BY 4.0)
Best AI score on GPQA Diamond Latest: 95.8 % correct (2026) Source: Epoch AI, Capabilities & benchmarking (benchmark_data.zip, gpqa_diamond.csv); Anthropic: Claude 3 public launch (March 4, 2024)
World GDP Latest: 180T int.-$ (2021) (2025) Source: Our World in Data