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AI governance infographic illustrating four critical controls enterprises may be missing for managing agentic AI, including visibility, autonomy, access management.

Research Summaries Report Summary High risk

Trend Micro: Four Agentic AI Governance Controls Most Enterprises Are Missing

Inventory, least privilege, egress control, audit. None of these are new ideas. All of them are harder to apply to something that decides what to do next on its...

26 Jul 2026 · 3 min read Global

Debian community vote on restricting LLM contributions and its impact on open-source AI.

Policy & Regulation Analysis Medium risk

Debian Community Votes on LLM Contribution Ban — What It Means for Open-Source AI Supply Chains

Open-source projects run on provenance claims. A contributor asserts they wrote the code and hold the rights. Model-assisted contribution makes that assertion h...

26 Jul 2026 · 3 min read Global

Graphic featuring IBM’s Agentic AI Governance Playbook, highlighting autonomy boundaries, approval controls, risk management, auditability, and human oversight.

Policy & Regulation Policy Brief Medium risk

IBM's Agentic AI Governance Playbook Sets Industry Benchmark for Autonomy Boundaries and Approval Controls

Vendor governance playbooks are useful and interested at the same time. Reading them well means separating the framework from the product it is adjacent to.

25 Jul 2026 · 3 min read Global

AI News Report graphic showing a server environment with an AI agent authorization failure, security warnings, exposed data risks.

AI Safety & Ethics Investigation Critical risk

Meta Sev-1 Agent Incident Exposes Authorization Failures That Standard Access Controls Cannot Catch

An agent acting with a user's credentials is, to every access control system in the path, that user. The permission check passes. That is the problem.

24 Jul 2026 · 3 min read Global

AI News Report graphic highlighting Runtime governance as the missing control layer for secure and trustworthy agentic AI deployments.

AI Safety & Ethics Analysis High risk

Runtime Governance Identified as the Missing Control Layer for Agentic AI Deployments

Model-level governance asks whether a system should be deployed. Runtime governance asks what it is doing right now. Most organisations have built the first and...

24 Jul 2026 · 3 min read Global

AI News Report graphic featuring the International AI Safety Report 2026 and twelve frontier AI developers with published safety frameworks.

AI Safety & Ethics Report Summary Medium risk

International AI Safety Report 2026: Twelve Frontier AI Developers Now Have Published Safety Frameworks

Counting published frameworks measures disclosure. Whether the frameworks constrain anything is a separate question, and a harder one to answer from outside.

24 Jul 2026 · 3 min read Global

AI governance graphic showing five key principles for managing enterprise AI risk.

Policy & Regulation Report Summary Low risk

S&P Global: Five Governance Principles That Should Anchor Every Enterprise AI Risk Program

Principle-level guidance is easy to agree with and hard to fail. Its value is in what it forces an organisation to specify when it tries to implement it.

24 Jul 2026 · 2 min read Global

AI data center permitting and public participation risks.

Global Governance Analysis High risk

EPA Rule Change Could Gut Public Participation in AI Data Center Permitting — ESG and Infrastructure Risk Implications

Compute demand is a planning question before it is a climate one. Where the electricity comes from, what it costs everyone else, and who gets to object.

24 Jul 2026 · 3 min read United States

Image with text "Ai Kill Switch Act Introduced In Congress"

Policy & Regulation Policy Brief Critical risk

AI Kill Switch Act Introduced in US Congress — $20 Million Daily Fines for Non-Compliant Developers

A mandatory shutdown capability sounds simple until you specify it. What has to stop, who can order it, how fast, and what happens to everything depending on th...

23 Jul 2026 · 3 min read United States

ChatGPT Health expansion raises AI liability concerns.

AI Safety & Ethics Investigation High risk

ChatGPT Health Expands to All US Adults One Day After Near-Fatal Guidance Lawsuit — Health AI Liability Questions Mount

General-purpose assistants answer health questions whether or not they are marketed as health products. The regulatory categories were not built for something t...

23 Jul 2026 · 3 min read United States

African Union AI strategy highlights the gap between adoption and implementation.

Global South & Emerging Markets Analysis Medium risk

The African Union Continental AI Strategy and the Gap Between Adoption and Implementation

A continental strategy is a coordination instrument. It does not build data centres, train regulators or connect anyone to the grid, and reading it as though it...

20 Jul 2026 · 3 min read African Union

Global South & Emerging Markets Analysis Low risk

Why Language Models Still Struggle With African Languages, and What Would Actually Change It

The shortage is not of speakers. It is of digitised text, of evaluation sets that measure the right thing, and of anyone being paid to build either.

18 Jul 2026 · 3 min read African Union Global

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