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Wisdom of crowds

2 open-access journal articles on wisdom of crowds, published in 2026 in Life of Research. Every record is free to read and download, with a permanent link and a ready-made citation.

2 records

Journal article

Wrong Together Is an Item-Level Quantity: Why Per-Person Reliance Measures Cannot Say Whether AI Assistance Correlates Human Errors, Why the Direct Probes Disagree, and the Reanalysis That Would Settle It

Research on reliance on AI advice scores one decision-maker at a time: how often a person accepts correct advice, how often they reject wrong advice, and what that does to their accuracy. Deployment places many decision-makers in front of the same few models, and the theory of algorithmic…

Cite Related research LOR-00113 · 2 views · 1 download
PDF391.1 KB

Journal article

Consensus Too Soon, or Agreement From the Start? Shared Prior, Social Coupling and Pool Coverage in Decentralised LLM Collectives, and Why Prompted Diversity and Model Heterogeneity Act on Different Terms

Groups of language-model agents that exchange answers and settle on a common one are now a standard way to build decentralised decision systems. A common worry is that they agree too soon: agents copy each other, diversity collapses, and the group loses the independent errors that make collective…

Cite Related research LOR-00057 · 6 views · 8 downloads
PDF14.6 MB

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