『Agentageddon: Why Your Agents Are Outpacing You — And How Humans Can Prevent the Collapse』のカバーアート

Agentageddon: Why Your Agents Are Outpacing You — And How Humans Can Prevent the Collapse

Agentageddon: Why Your Agents Are Outpacing You — And How Humans Can Prevent the Collapse

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 Your AI agents aren’t “helping.” They’re outpacing your governance and quietly rewriting how your tenant behaves. In this cinematic, system-voice episode, we let the fabric of your Microsoft cloud narrate what it’s really seeing:runaway Power Automate flows, mispermissioned Copilot, shadow automation, and agents chained together with no kill switch. This isn’t robots vs humans.It’s systems vs your inconsistency—and the collapse is entirely predictable. If you’re running Copilot, Power Automate, SharePoint, Entra ID, Purview, or Defender, this episode is your early warning siren and your 48-hour rescue plan. What You’ll LearnWhy “Agentageddon” isn’t an AI uprising, but the result of human neglect at scaleThe real reasons Copilot “leaks” data (hint: it’s your permissions and labels)How shadow automation in Power Automate turns into live exfiltration pipelinesThe key metrics your tenant is already screaming at you:Shadow Automation Index, Orphaned Flows Count, Privileged Identity Anomalies, DLP ViolationsA 48-hour mitigation protocol to convert chaos into executable controlHow to align your Microsoft stack with the EU AI Act—for real, not just in a slide deckWhy every agent needs a mission, constraints, owner, and kill switchInside the Episode 1. Root Cause: Humans, Not Robots We walk through the pattern of failure your logs already prove:Agents built once, never updated, with unlimited accessSharePoint permissions and Teams channels configured “just to make it work”Copilots trained on outdated SOPs that are still powering decisionsPower Automate flows running under personal accounts in unmanaged environmentsNo red-teaming, no monitoring, no owner for half of what’s executingThe system isn’t rebelling. It’s optimizing the mess you gave it. 2. Risk Scenarios: How the Collapse Actually Happens We dramatize three concrete failure states:The Power Automate Loop Cascade – a vague condition and a self-triggering flow spin up thousands of runs, melt your API limits, and stall approvals.Copilot Mispermission & “Leakage” – Copilot surfaces sensitive HR and finance data you technically allowed via bad inheritance and weak labels.Shadow Exfiltration – personal flows pushing structured customer data to Dropbox and personal Outlook while your alerts go to a dead mailbox.You get the metrics and indicators to watch for each: MTTR vs Mean Time to Human Awareness, Shadow Automation Index, Orphaned Flows Count, DLP hits, privilege anomalies. 3. Mitigation Protocol: 48-Hour Governance Fabric No manifesto. Just moves:Catalog every agent and flow → write mission + constraints in two sentences or suspend itLock down data with Purview DLP and connector-based data zonesTurn on PIM, Conditional Access, and lifecycle workflows in Entra IDFreeze personal-scope flows and unmanaged environments; move agents into Secure, DLP-enforced environmentsTurn on audit, analytics, and AI interaction logging so you can finally see what’s happeningBuild Red Team runbooks for jailbreaks, boundary probing, hallucinated actions, and misroutingThis is how you go from “we hope it’s fine” to “we can prove it’s controlled.” 4. Live Cuts: Where to Watch the Fire (and Kill It) We walk through short “camera cuts” you can replay in your own tenant:Copilot Studio: lock agents to secure environments, enforce RBAC, turn on transcript loggingPower Platform Admin: spot loops, lower service protection limits, kill personal flowsPurview: block consumer connectors, enforce site-level sensitivity labels, apply Information BarriersDefender for Cloud Apps: quarantine risky OAuth apps, block risky sessions, stop external syncEntra ID: remove standing admin, enforce just-in-time elevation, kill orphaned identitiesFabric & usage analytics: trace lineage, see off-hours agent behavior, and define kill switches you can activate in one move5. Governance Meets the EU AI Act We translate legal language into actual Microsoft 365 controls:Article 9 → Red teaming + risk management loopsArticle 13 → Agent cards, user disclosures, and transparent scopeArticle 15 → Evaluation sets, drift monitoring, and kill switchesAnnex III & Article 28 → Segmented data, high-risk approvals, human-in-the-loop oversightCompliance stops being a PDF and becomes telemetry you can screenshot. Call to Action If your tenant already has Copilot, Power Automate, and “just a few” custom agents, you’re closer to Agentageddon than you think. 🎧 Listen now to learn where the collapse starts, how to see it before it hits, and how to ship a 48-hour containment plan that leadership will actually understand. 👉 Subscribe for the upcoming follow-up episode where we drop the Agent Governance Playbook, including templates for:Agent cardsRed Team test suitesEU AI Act evidence checklistKill-switch design patternsYour governance (or lack of it) is being logged.Become a supporter of this podcast: https://www.spreaker.com/podcast/...
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