Research Blog

AI Governance Research & Guides

Compliance checklists, engineering deep-dives, and regulatory analysis for professionals tracking EU AI Act enforcement and autonomous AI governance.

Who is Liable When AI Acts Autonomously?

The EU AI Act creates a multi-party liability framework for autonomous AI systems — assigning regulatory and civil liability across the full value chain. With enforcement starting August 2, 2026 (36 days), here's what compliance officers, risk managers, and general counsel need to know about who is on the hook when autonomous AI causes harm.

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Post-Election AI Governance: What the New Dutch and EU Political Landscape Means for Your August 2026 Deadline

Election results across the Netherlands and the wider EU have reshaped the political terrain around AI governance. Dutch regulators are moving faster than the EU floor, the AI Office is scaling up enforcement infrastructure, and GPAI model obligations activate in 43 days — here's what compliance officers and AI professionals need to know.

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AI Liability Insurance EU: What Organisations Need to Know Before August 2026

AI liability insurance in the EU is becoming a near-mandatory risk management tool as autonomous AI deployment grows and the EU AI Act creates hard compliance obligations. This guide covers what policies cover, how the EU AI Act affects coverage requirements, and how to evaluate coverage before the August 2026 enforcement deadline.

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Who's Liable When the AI Decides? The Accountability Gap in Autonomous Systems

When an autonomous AI makes a consequential decision — a loan denied, a job rejected, a medical triage made — and no human approved it, who is legally responsible? Explores the AI liability gap, EU AI Act liability provisions, real-world cases, and the governance frameworks that determine where accountability lands.

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Singapore vs EU: Two Models for Governing AI Agents

Singapore's IMDA published the world's first governance framework specifically for agentic AI in January 2026. The EU AI Act takes a different approach entirely. A side-by-side comparison of both frameworks — scope, enforcement, obligations, and which model is winning.

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EU AI Act Compliance Deadline: What You Must Do Before August 2, 2026

The enforcement deadline is 75 days away. This guide covers every obligation that applies before August 2, 2026 — from prohibited practice bans to GPAI model rules — with a practical compliance checklist. Fines up to €35M or 7% of global turnover for prohibited AI practices.

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How to Implement AI Kill Switches — Engineering Guide

Three architectural patterns for AI emergency stops: graceful shutdown, hard stop, and circuit breaker. Covers implementation with code examples, architecture decisions, and what EU AI Act Article 14 actually requires technically for high-risk AI systems.

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EU AI Act Article 14 Compliance Checklist for AI Tool Providers

22-item compliance checklist covering all five Article 14 sub-clauses: ability to understand AI behavior, override capability, automatic suspension, anomaly monitoring, and human oversight assignment. Includes penalty table, implementation timeline, and ZeroHumanOS case study.

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