Correction

Correction: Collective Intelligence: Group Decision-Making Benefits

Corrected by Emir Baycan · Full-Stack Developer, Mobile App Builder and Web Platform Founder with expertise in SEO, automation, SaaS, AI visibility, DevOps and scalable digital products

Emir Baycan found something wrong, outdated, or unsupported on this page and proposed a fix. The publisher accepted the correction.

Role
Correction
Status
Accepted
Date
28 July 2026

The exact change

Before

The article said ant colonies produce globally optimal paths, prediction markets consistently outperform experts, and Tetlock established a universal finding that crowds outperform expert consensus.

After

Qualified each claim to what the underlying research supports (near-optimal rather than global optimum; frequent rather than consistent outperformance; tournament-specific rather than universal).

Suggested change

See before/after.

Why this is better

These were reasonable summaries stated more absolutely than the research supports. Corrections add the appropriate qualifications rather than adding new sources.

How this record is verified

  • The contribution is tied to a real, identified contributor, not an anonymous byline.
  • It counts only because the publisher, When Notes Fly, accepted it. Self-claimed work earns nothing.
  • It is recorded against a specific page and cannot be bought or edited after the fact.

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