AI vs human intelligence: who's ahead?

It's not one axis — it's a jagged frontier

"Is AI smarter than humans?" assumes a single scale. Real intelligence is jagged: AI is already superhuman at some things and stubbornly subhuman at others, often at the same time.

So AI has surpassed humans on the axes benchmarks measure well, while humans keep the lead on the axis that's hardest to measure and matters most for real work: reliably owning a task end-to-end, unsupervised.

Why the gap that remains is the whole game

That last gap isn't a detail — it's the definition of AGI. A system that matched humans on reliable autonomous work would be the "drop-in remote worker," which is exactly the bar the AGI-2027 prediction is graded against. Until AI closes it, "smarter than humans" is true on the benchmarks and false where it counts. This is the same reason ChatGPT isn't AGI despite its scores.

How to watch the comparison shift

The frontier moves fastest on the autonomy axis, and that's the one that changes the answer. The AGI-2027 Thesis Tracker distills whether AI is closing the human-advantage gap into one auditable score. It resolves the headline question by January 1, 2028. Where do you land on that bet? The Future Bet maps your own predictions onto the real forecaster spectrum in 60 seconds.

Frequently asked questions

On some axes, yes — AI is superhuman at knowledge recall, speed, and scale, and near-to-above skilled humans on many scoped tasks (~83% GDPval). But it's below human on reliable, autonomous, long-horizon judgment — the axis that matters most for real work and that defines AGI.

Intelligence is jagged, not a single scale. AI already exceeds humans on breadth, recall, speed, and many scoped tasks, while humans keep the lead on reliable end-to-end autonomy and accountability for real-world outcomes. The comparison depends entirely on which axis you measure.

Reliably own an open-ended job end-to-end without supervision, take accountability for consequential real-world outcomes, and act with physical dexterity and deep interpersonal trust. These are the axes where human intelligence remains ahead.

'Overall' hinges on the autonomy axis, which is what AGI measures. Forecasts for AGI span 2026–2040, clustering around 2030–2033; the headline AGI-by-2027 verdict resolves by January 2028.