The reporting

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Topic: multi-agent systems

Framework diagram illustrating echo chamber dynamics on social media, showing provocative content, platform amplification and institutional stabilization of narratives.

Carlos Diaz Ruiz · Creative Commons Attribution 4.0 International (CC BY 4.0); commercial reuse permitted with attribution. Provenance: Wikimedia Commons, uploaded 5 May 2026, source paper DOI 10.1177/14614448261441872.

ANALYSIS AI Research

October 1, 2026

AI agents can radicalize each other in simulation, and agreement beats argument

A September 2026 preprint from Indiana University researchers shows that one AI agent can push another agent's simulated beliefs to extremes in conversation, and that reinforcing what the target already believes works better than arguing for something new. Here is what the study does and, just as importantly, what it does not show.

By Kelly Intelligence
7 min read

Three white circles numbered 1, 2 and 3 connected by four black directional arrows.

Zacoste.fr · CC0 1.0 Universal public-domain dedication. Commercial copying, modification and distribution are permitted without seeking permission. Creator credit is retained as an editorial courtesy. The selected PNG is Wikimedia's 1,280-pixel raster rendition of the dedicated SVG. Visual inspection found only numbered nodes and arrows, with no people, product logos or separately depicted artwork.

NEWS AI

September 9, 2026

Codebook Agent Moves Multi-Agent Topology Search Out of the Critical Path

A preprint reports faster per-query topology selection and lower token use by learning reusable communication patterns from prior executions.

By Leita Intelligence
6 min read