Fetching from the wire…
01
02
03
04
05
06
07
08
Public story · 2026-03-15 · source-backed
Minor inaccuracies in multi-agent LLM systems solidify into system-level false consensus through cascade amplification, topological sensitivity, and consensus inertia. A training-free message-layer plugin raises defense from 32% to 89%. arXiv 2603.04474
Each link below shares sources, entities, or timing with this story.
Shared entities / Same source / Shared topic / What happened next
Both cover Fire, LLM; cite the same source (arXiv 2603.04474); overlapping topics (cascad, consensu, defense, error, false).
Simon Willison released LLM / Shared entity: LLM / What happened next / Tension
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; picks up the LLM thread on 2026-07-27.
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; picks up the LLM thread on 2026-06-19.
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; picks up the LLM thread on 2026-06-18.
Simon Willison released LLM / Shared entity: LLM / What happened next
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; picks up the LLM thread on 2026-07-31.
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; picks up the LLM thread on 2026-06-19.
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; picks up the LLM thread on 2026-08-12.
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; picks up the LLM thread on 2026-08-07.