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Artificial Intelligence · Projected milestone

Million-agent swarms

Estimated year~2030

55% by 2033 · including earlier years

The year is an editorial timing estimate. The percentage applies to occurrence by the stated deadline. These estimates are not calibrated odds.

A single coordinated swarm of a million AI agents works on one goal, such as combing a whole field of science for new results.

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What the forecast means

Milestone stage: demonstration

unknown

Sustained useful million-context coordination, not account creation.

Completion criteria: Audit a sustained run with at least one million active work-bearing contexts, deduplicated identities, a shared work graph, resource accounts, and an ablation showing useful contribution beyond a much smaller system. One million idle copies or serial jobs do not count.

This page describes a forecast, rather than an achieved result. Read the methodology and assumptions.

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Record reviewed 2026-10-18