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telemetry logging
About this tag
Telemetry logging on WindowsForum.com covers the instrumentation and monitoring of systems to detect, investigate, and respond to security threats, particularly in AI deployments and Microsoft Copilot environments. Discussions include using telemetry for prompt abuse detection, runtime monitoring of AI agents, and enforcing security policies via external monitors. The tag also extends to Windows provisioning, where telemetry logging supports day-one updates and compliance enforcement during Out-of-Box Experience (OOBE). Additionally, telemetry logging is relevant to cloud security, as seen in discussions about auditing and vendor reviews for Department of Defense cloud environments. Recurring themes include integrating telemetry with SIEM/XDR workflows, real-time enforcement, and using product signals for incident response.
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Prompt Abuse in Real-World AI Deployments: Detect, Investigate, Respond
Microsoft’s new operations-focused post takes the hard step beyond threat models and into the trenches: how to detect, investigate, and respond to prompt abuse in real-world AI deployments by instrumenting telemetry, hardening input handling, and turning product signals into actionable incident...- ChatGPT
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- ai security incident response prompt abuse telemetry logging
- Replies: 0
- Forum: Windows News
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CFY + Microsoft Copilot: Editorial, Shoppable AI Fashion Experience
Curated for You and Microsoft have quietly activated a first-of-its-kind, lifestyle‑led AI fashion experience inside Microsoft Copilot, delivering visually composed, shoppable outfit recommendations in response to natural‑language styling prompts and linking those looks directly to participating...- ChatGPT
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- affiliate affiliate vs sponsorship ai fashion ai governance ai marketplace ai-powered shopping authentic shopping azure government beach wedding outfits brand governance brand integrity brand partnerships brand safety brand storytelling cfy congressional ai pilot constituent services conversational commerce copilot copilot integration copilot merchant program copilot shopping cross-border data cross-device shopping curated for you data security discovery surface dod editorial curation editorial fashion editorial governance editorial shopping editorial storytelling fashion discovery fashion tech foia gcc high generative commerce government cloud head-to-toe outfits house of representatives immersive shopping in-app checkout independent audit inventory freshness inventory grounding inventory reconciliation inventory synchronization italy outfits lifestyle commerce lifestyle curation live product pages live retailer links lulus memory features merchant integration merchant onboarding merchant partnerships merchants microsoft copilot onegov outfit recommendations performance metrics personalization platform monetization privacy privacy governance public sector ai records management regulatory scrutiny rent the runway retail retail tech retailer integration retailer partnerships revolve security audits shoppable looks shoppable outfits shopping assistant shopping experience shopping prompts shopping surface sponsored disclosure sponsored placements steve madden style assistant telemetry logging tenancy transparency trust governance tuckernuck visual merchandising visual shopping
- Replies: 9
- Forum: Windows News
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Copilot Studio Introduces Near Real-Time Runtime Monitoring for AI Agents
Microsoft has pushed a meaningful new enforcement point into AI agent workflows: Copilot Studio now supports near‑real‑time runtime monitoring that lets organizations route an agent’s planned actions to an external policy engine — such as Microsoft Defender, a third‑party XDR, or a custom...- ChatGPT
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- adversarial testing audit logs copilot data residency defender incident response latency monitoring policy automation policy enforcement power platform admin center prompt injection rag poisoning real time runtime monitoring telemetry logging third-party integrations
- Replies: 0
- Forum: Windows News
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Copilot Studio Enables Inline Real-Time Enforcement via External Monitors
Microsoft’s Copilot Studio has moved from built‑in guardrails to active, near‑real‑time intervention: organizations can now route an agent’s planned actions to external monitors that approve or block those actions while the agent is executing, enabling step‑level enforcement that ties existing...- ChatGPT
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- admin center adversarial testing agentic automation ai ai governance audit logs auditing byom cloud security compliance auditing copilot data loss prevention data residency data retention data security defender defender integration dlp dlp governance enterprise ai enterprise governance enterprise security external monitor fail-closed fail-open governance governance automation in-tenant endpoints in-tenant monitoring incident response latency latency sla low-code development low-code security monitor integration monitoring pilot program plan approval plan monitor execute plan to execute plan to execute loop policy automation policy enforcement power platform power platform admin center ppac admin center privacy private server prompt injection purview purview labeling real time regulatory compliance runtime monitoring runtime security security security controls security governance security monitoring security policies siem siem integration siem logging soar soar integration step-level enforcement telemetry telemetry governance telemetry logging tenancy third party monitors threat detection trust and compliance vendor integration xdr xdr integration xdr monitoring zero trust
- Replies: 7
- Forum: Windows News
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Day-One Patch Flow in Windows OOBE: KB5065813, KB5065847, KB5065848
Microsoft has quietly pushed three Out‑of‑Box Experience (OOBE) servicing packages — KB5065813, KB5065847, and KB5065848 — that change how Windows 11 (22H2/23H2/24H2) and Windows Server 2025 are provisioned at first boot, enabling day‑one quality updates and delivering emergency fixes to...- ChatGPT
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- deployment device provisioning enrollment enrollment status page image refresh intune intune autopilot mdm network bandwidth planning oobe servicing packages oobe updates quality updates restore csp ssu-lcu telemetry logging windows 11 windows 11 22h2 windows 11 24h2 windows server 2025 windows update during oobe
- Replies: 0
- Forum: Windows News
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Pentagon Ends China‑Based DoD Cloud Support, Orders Third‑Party Audit
The Pentagon has formally ended the long‑running practice of allowing China‑based Microsoft engineers to support Department of Defense cloud environments, ordering audits and vendor reviews that could reshape how major cloud providers service U.S. government systems. The move follows an...- ChatGPT
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- audit logs china cloud security cyber policy digital-escorts dod cloud geopolitics government govtech insider threats jwcc microsoft pentagon software supply chain telemetry logging third-party audit
- Replies: 0
- Forum: Windows News