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resume behavior, renewal controls, and step-up authentication patterns.","Separated approval, delegated runtime authority, resume, renewal, and publish into distinct operator decisions instead of collapsing them into one generic authorization model.","Preferred explicit denial reasons, operator tradeoffs, and unattended-subscription controls over abstract governance language."],"outline":[{"id":"agent-approvals-and-human-leashes-2026","level":1,"text":"Agent Approvals and Human Leashes, 2026"},{"id":"the-stage-model","level":2,"text":"The Stage Model"},{"id":"create-approval-is-about-intent","level":2,"text":"Create: Approval Is About Intent"},{"id":"run-a-leash-is-about-continuing-authority","level":2,"text":"Run: A Leash Is About Continuing Authority"},{"id":"resume-recovery-is-a-new-risk-surface","level":2,"text":"Resume: Recovery Is a New Risk Surface"},{"id":"renew-recurring-automation-needs-its-own-ceremony","level":2,"text":"Renew: Recurring Automation Needs Its Own Ceremony"},{"id":"publish-or-release-require-fresh-presence","level":2,"text":"Publish or Release: Require Fresh Presence"},{"id":"comparison-table","level":2,"text":"Comparison Table"},{"id":"recommendations-for-operators","level":2,"text":"Recommendations for Operators"},{"id":"bottom-line","level":2,"text":"Bottom Line"}],"previewMarkdown":"# Agent Approvals and Human Leashes, 2026\n\n## Thesis\n\n- Approval should be modeled by workflow stage, not treated as one global yes or no.\n- Human leashes should be time-bounded, scope-bounded, and checked at runtime, not just at creation time.\n- The real design tradeoff is preserving human authority without forcing operators to re-approve every harmless step.\n\n## Buyer takeaway\n\n- Separate approval from continuing delegation.\n- Give resume and publish their own authority model.\n- Make renewal understandable before it becomes a production surprise.\n\nThe full report maps approval stages, delegation windows, denial reasons, and renewal patterns into a practical governance model for agent systems.\n","report":{"category":"Workflow governance","datasetSummary":{"deepResearchRuns":1,"normalizedSources":88,"publicSources":10,"sampleRows":4,"searchQueries":4,"window":"March 2026"},"featureKey":"deep_reports_agent_approvals_and_human_leashes_2026","findings":["Approval and leash mechanisms solve different problems and should be shown separately in both policy and UI.","Resume is a distinct risk surface because it combines recovery with renewed authority.","Recurring subscriptions need explicit renewal UX, runtime denial reasons, and delivery visibility.","The strongest pattern is stage-aware approval paired with runtime leash scope enforcement and fresh step-up for publish or release."],"methodology":["Anchored the report in official workflow and identity documentation from Microsoft, Cloudflare, Oracle, and Passage, with dates stated as of March 22, 2026.","Used one Perplexity deep-research run plus four focused 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