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MCP Enforces at the Boundary. It Cannot Vouch for Itself.
which governance functions can the protocol actually hold, and at exactly what point do you stop trusting it?
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The Accountability Gap — public Field Paper
AI governance is no longer just about accuracy. It’s about whether anyone stays accountable when AI shapes decisions — the accountability gap, and how to close it.
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The Accountability Gap Field Brief
AI governance is no longer just about accuracy. It’s about whether anyone stays accountable when AI shapes decisions — the accountability gap, and how to close it.
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The Proof Deficit: Why AI Governance Is Moving From Principles on Paper to Controls in Systems
AI governance is shifting — from principles on paper toward controls running inside live systems. The unresolved problem is no longer a knowledge deficit. The field knows what responsible AI requires. It’s a proof deficit: whether a running system can actively prove who controlled it, when, with what evidence, and whether a human could…
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AI in Cybersecurity: From Defense to a New Attack Surface
The headlines in September 2025 highlight a paradox. As governments and enterprises adopt advanced AI tools to strengthen cyber-defense, attackers are exploiting the same technology to probe weaknesses and launch more sophisticated campaigns. Recent briefings from the European Union Agency for Cybersecurity (ENISA, 2025) and mid-year threat-intelligence reports from major cloud providers such as…
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The UN Security Council’s New AI Initiative: From National Agendas to Global Responsibility
In September 2025, the UN Security Council elevated AI to the level of global peace and security concerns, opening talks on frameworks to counter AI-driven cyberattacks, disinformation, and autonomous weapons. The move signals that AI governance is now part of collective security.
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The Rising Pressure of AI Regulation and Market Growth
Learn how AI regulation and compliance spending are reshaping governance. Evidence shows urgency in readiness gaps.
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Internal Doc Mercury Security – Productized Offerings (2025)
Mercury Security – Productized Offerings (2025) 🎯 Flagship Product 4-Week Audit → Governance Sprint Fixed 4-week program → not open-ended consulting Deliverables: Audit of deployed AI systems Evidence Pack (logs, tests, SOPs, crosswalks) Governance Roadmap (board-ready) Tiers by Scope Small system (single agent / <10K users) → $15,000 Medium system (2–3 agents / enterprise…
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Mercury Security Productized Services
Mercury Security – Productized Services Sheet From Audit to Governance in 30 Days | 2025 Who We Are Mercury Security is a governance-first cybersecurity and AI assurance firm. We specialize in AI audits, governance accelerators, and evidence-based compliance artifacts that help organizations demonstrate readiness under the EU AI Act, GDPR, ISO/IEC 42001, and NIST…
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Mercury Analytics Product Sheet
Mercury Analytics Product Sheet Mercury Security | 2025 Introduction Mercury Analytics is the data governance and compliance research arm of Mercury Security. It provides organizations with research subscriptions, evidence toolkits, and analytic crosswalks that align AI systems with regulatory frameworks including the EU AI Act, GDPR, ISO/IEC 42001, and NIST AI RMF. While Mercury…