# Everyone Building Multi-Agent Systems Is Spending Compute on Something Mathematically Impossible.

> Source: <https://pub.towardsai.net/everyone-building-multi-agent-systems-is-spending-compute-on-something-mathematically-impossible-7f292b4acd1a?source=rss----98111c9905da---4>
> Published: 2026-06-17 04:11:22+00:00

Stanford proved in April 2026 that single agents beat multi-agent systems when compute is equal. The proof is older than the internet. It…
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