HaltState Knowledge Hub
Field notes on runtime action control, retail agent governance, Proof Packs, and evidence-driven AI governance.
New to HaltState? See how it works: automatic policy enforcement for connected actions, with human review only where policy requires it.
The AI Containment Era Has Begun
An incident-led analysis of why model safeguards and sandboxes need an independent action-control layer before an autonomous agent reaches money, data, communications, or production systems.
Read the incident analysisPrevent unsafe tool calls and respond to agent incidents.
Review the runtime safety pattern before connecting OpenClaw to sensitive tools, or use the emergency checklist if an agent has already deleted, sent, spent, or changed something.
Country briefings: watch the video, read the detail.
Broad commentary on laws, guidance, consultations and policy calls, with separately labelled technical demonstrations. This is not legal advice or compliance certification. HaltState provides technical mechanisms, not a verdict on your legal obligations.
Explore the global governance directory and source mappings
Finland and Norway want control of frontier AI: who stops your agent?
The Finnish-Norwegian Call for Control of Frontier AI Models and the UN Secretary-General's welcome: testing before deployment, shared incident reporting, exploring an international institution - and the action-level checkpoint teams can apply now.
Governance Watch | 2026-09-26Spain AEPD agent breach: could you reconstruct what the agent did?
The AEPD's first breach notification reportedly executed by an AI agent: what the official post says, what is explicitly not known, and the GDPR Article 33 notification clock that starts at awareness.
Governance Watch | 2026-09-25New Zealand PS AI baseline: who stops the agent before it sends?
New Zealand's Public Service AI Framework: five non-binding principles, accountable human oversight at every stage, and an operational look at what stopping an AI action actually requires.
Governance Watch | 2026-09-21Australia ISM agent controls: who authorises the tool call?
ASD's September 2026 ISM AI-agent controls and Agentic AI Harnesses guidance: agent identity, registers, minimum tools, the dual-authority test, and an isolated HaltState policy evaluation.
Governance Watch | 2026-09-10Japan AI procurement: who owns the release?
Japan government AI procurement guidelines effective September 2026, the separate AI framework law, supplier contract scope, and an isolated HaltState policy test.
Governance Watch | 2026-09-10China AI labels: what leaves your app when an agent publishes?
Chinese AI content labelling duties, the narrow explicit-label exception and reported CAC enforcement, plus a separately labelled isolated HaltState policy test.
Governance Watch | 2026-09-10South Korea AI disclosure: did the label leave with the video?
South Korea AI Basic Act transparency duties, MSIT enforcement grace, provider scope and exceptions, plus a separately labelled isolated HaltState policy test.
Governance Watch | 2026-09-09UK refund bots: your returns policy still counts
CMA guidance on existing UK consumer law, NCSC defensive guidance and a separate isolated HaltState refund-denial policy test. Terms and eligibility matter.
Governance Watch | 2026-09-09Your AI Said No. Who Can Override It? | Colorado ADMT
Colorado ADMT: January 2027 requirements, proposed rules, notice and human review, plus a separate synthetic housing-policy evaluation.
Governance Watch | 2026-09-09Who Pays for Your AI's Mistake? | Canada AI Transparency
Canada's AI transparency consultation and a separate, isolated CAD 480,000 policy test. No purchase or completed approval.
Governance Watch | 2026-09-09Singapore AI Agents: Who Approves the Action?
IMDA's agentic-AI framework, the industry-developed SAFR paper and an isolated SGD 1.2m policy test. No live payment or completed approval.
Governance Watch | 2026-09-09EU AI Act Article 50 Is Live. Fix the Workflow.
Article 50 transparency duties, first-contact notices and a scoped authored-policy demonstration. Practical readiness guidance, not legal advice.
Governance Watch | August 29, 2026Australia's New AI Privacy Rule Is Coming. Is Your Business Ready?
Australia's APP privacy-policy rules for automated decisions change on 10 December 2026. Learn what the rule covers, what must be disclosed, and what to map now.
Your AI Agent Is One Bad Prompt Away From Disaster - Here's Proof
A careful look at publicly discussed agent failure patterns and why runtime action control matters.
Guide | August 15, 2025The Definitive Guide to AI Agent Governance
Why runtime enforcement matters, how to implement kill switches and approvals, and what regulators are starting to expect.
Engineering | November 18, 2025AI Agent Kill Switches in Production: Design Patterns That Actually Work
Design patterns for scoped emergency controls that stop unsafe agent actions without destroying useful systems.
Engineering | January 6, 2026Proof Packs: Cryptographic Evidence for AI Agent Actions
Learn how signed Proof Packs record AI agent policy decisions with full-content digests, tenant-scoped verification, and clear assurance boundaries.
Compliance | October 22, 2025Complying with California SB 53 (TFAIA): A Technical Blueprint
An engineering-oriented interpretation of the technical and operational controls teams will need for transparency, incident response, and accountability.