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Agents2026-06-07 · source-backed
OCL is a model-agnostic governance layer that intercepts agent actions before execution, applying policy and escalation. The reported results are loud: unsafe executions drop from 88% to near-zero while valid task success rises from 12% to 96%. Source: arXiv Take the exact figures with salt, single paper, controlled setup, but the pattern is the one enterprises keep reaching for. Put the firewall at the execution boundary, not inside the model's head.
Each link below shares sources, entities, or timing with this story.
Same source domain / Shared topic
Reported by the same outlet (arxiv.org); overlapping topics (action, agent, control, execution, governance).
Same source domain / Shared topic / Tension
Reported by the same outlet (arxiv.org); overlapping topics (agent, control, governance); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (action, agent, execution); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (agent, control, execution); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (agent, enterpris, execution); pushes against this story (but).
Same source domain / Shared topic
Reported by the same outlet (arxiv.org); overlapping topics (action, agent, control, controlled).
Reported by the same outlet (arxiv.org); overlapping topics (action, agent, boundary, controlled).
Reported by the same outlet (arxiv.org); overlapping topics (action, agent, execution, firewall).