Researchers Clash Over How Much a 10,000-Agent Swarm Actually Contributed

eliebakouch · x · 2026-09-18

Researchers are debating the contribution of a 10,000-agent parallel swarm to a reported Navier-Stokes discovery. One side argues claiming 'the swarm component is probably only 10%' is odd since the proof wouldn't exist without that exact parallel scaling.

Elie Bakouch counters that the plot shows increasing sequential test-time compute — which is more efficient — has far less impact than the model capability gap itself, and there's no evidence smaller swarms of 100 or 1,000 agents couldn't have done it. The real question: is massive parallel agent scaling the key lever, or is model capability?

Related event: Debate Erupts Over Agent Swarm's Contribution to Navier-Stokes Proof(11 posts)→

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