Tools/Tracker

How close are we to AGI?

Forecasts for artificial general intelligence have collapsed from "many decades away" to "this decade" in just a few years. This tracker gathers the most-cited estimates — from the Metaculus community, prediction markets, frontier lab leaders and researcher surveys — onto a single timeline.

Snapshot · updated July 2026
2030
median of the tracked forecasts below — the point by which half of these sources expect AGI to exist.
Metaculus — weak AGI2027
Community median for the first system passing a broad battery of AGI benchmarks. Aggregates thousands of forecasters.
AI-2027 scenario2027
Kokotajlo et al.'s detailed month-by-month scenario in which automated AI research triggers rapid capability gains.
Frontier lab leaders~2028
Public statements from Dario Amodei, Demis Hassabis and Sam Altman cluster around 2026–2030.
Prediction markets~2030
Aggregated real-money and play-money markets (Manifold, Polymarket) on AGI-type milestones.
Metaculus — general AGI2031
Community median for a more demanding "general" AGI definition (robotic + language + reasoning tasks).
Ajeya Cotra — bio-anchors~2036
Median for transformative AI from the biological-anchors compute framework (2022 update; since revised earlier).
Median AI researcher2047
50% arrival of high-level machine intelligence from the 2023 AI Impacts survey of 2,700+ published researchers.
How to read this

These forecasts define "AGI" differently and use very different methods — from a formal compute model to a show of hands from lab CEOs — so they aren't strictly comparable. What's striking is the direction: the serious estimates now overwhelmingly point at the next 5–15 years, not the next century.

The Metaculus figures refresh live from the public community prediction where your browser can reach the API; otherwise the page shows the most recent recorded snapshot, dated above. Nothing here is a promise — but a technology plausibly arriving this decade, whose safety is unsolved, is exactly what the case for urgent governance rests on.

If these timelines are right, the time to act is now.

We track the forecasts, the capabilities, and the policy response — and push for the guardrails that a technology this powerful demands. Join us and we'll keep you informed.