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Public story · 2026-02-27 · source-backed
Frames uncertainty as a first-class software engineering concern. Identifies propagation through agent coordination, data pipelines, human-in-the-loop, and runtime logic. Provides engineering patterns for safety-critical deployments — treats multi-agent reliability as systems design, not model tuning. arXiv 2602.23005
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Shared entity: Multi / Same source domain / Shared topic / What happened next
Both cover Multi; reported by the same outlet (arxiv.org); overlapping topics (agent, fram, multi-agent).
Shared entity: Identifies / Same source domain / Shared topic / What happened next
Both cover Identifies; reported by the same outlet (arxiv.org); overlapping topics (agent, coordination, identify).
Shared entity: Multi / Same source domain / Shared topic / What happened next
Both cover Multi; reported by the same outlet (arxiv.org); overlapping topics (agent, multi-agent, system).
Both cover Multi; reported by the same outlet (arxiv.org); overlapping topics (agent, data).
Both cover Multi; reported by the same outlet (arxiv.org); overlapping topics (agent, multi-agent).
Both cover Multi; reported by the same outlet (arxiv.org); overlapping topics (agent, multi-agent).
Shared entity: Identifies / Same source domain / Shared topic / What happened next
Both cover Identifies; reported by the same outlet (arxiv.org); overlapping topics (agent, identify).
Shared entity: Multi / Same source domain / Shared topic / Downstream implication
Both cover Multi; reported by the same outlet (arxiv.org); overlapping topics (agent, multi-agent).