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Agents2026-07-18 · source-backed
arXiv 2607.01641 defines Infinite Agentic Loops as a structural failure where a feedback path retriggers model, tool, agent, or workflow execution with no effective stopping bound. Consequences: cost exhaustion, model DoS, unbounded context growth, repeated external side effects. 68 of 74 findings confirmed across 47 projects. You don't need the tool to act on this. Enumerate every feedback edge in your pipeline and name its bound out loud. The ones you can't name are the bugs.
Each link below shares sources, entities, or timing with this story.
Shared entity: Scan / Shared topic / Earlier coverage
Both cover Scan; overlapping topics (agent, cost, model); earlier Scan coverage from 2026-07-10.
Same source domain / Shared topic / Tension
Reported by the same outlet (arxiv.org); overlapping topics (agent, model, tool); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (agent, bugs, model); pushes against this story (but).
Shared topic / Tension
Overlapping topics (agent, agentic, cost, model, tool); pushes against this story (but).
Shared topic
Overlapping topics (agent, agentic, context, loop, model).
Same source domain / Shared topic
Reported by the same outlet (arxiv.org); overlapping topics (agent, agentic, context, tool).
Reported by the same outlet (arxiv.org); overlapping topics (agent, agentic, cost, model).
Reported by the same outlet (arxiv.org); overlapping topics (agentic, context, model, tool).