Safety & Governance
The hard problems: red teaming, bias, interpretability, alignment, and the governance frameworks that might actually matter. No hand-waving.
Guides and explainers
Detailed guides and practical technical analysis.
Latest analysis
Recent research, benchmark reviews and technical updates.
Practical tools
Templates for budgets and project planning
BoredTools offers practical spreadsheets for budgets, freelance work and small projects.
Agent Accountability Breaks When the Audit Trail Is Just a Trace
The EU AI Act's Article 12 now says high-risk AI systems must automatically record events across the system lifetime. Microsoft, in parallel, is migrating...
The Accountability Gap When AI Agents Act
When an AI agent causes harm, who pays? Current law can't answer that clearly.
Open Source AI Impact: Who Wins When Models Get Cheap
Open source AI used to be the cheaper substitute. In 2026, that is too small.
AI Safety Compliance for Startups: The Minimum Viable Checklist
The EU AI Act went live. Colorado enforces algorithmic fairness. Enterprise buyers demand AI governance documentation. Here's the minimum viable compliance stack that satisfies current regulations without draining your runway.
Red Teams Found Agents Leak More Than Models
Red teams found agents are far more vulnerable than standalone models. Mixed attack strategies hit 84.3% success rates. Memory poisoning persists across sessions. Every tool is a potential exfiltration path.
Red Teaming AI Agents: A Practitioner's Guide
Red teaming AI agents is fundamentally different from red teaming standalone models. Agents have tools, memory, and credentials — each a new attack surface. This guide covers the OWASP agentic framework and a structured testing methodology.
EU AI Act vs US vs UK: Global AI Regulation Compared
Compare EU AI Act, US, and UK AI regulation on compliance, penalties, timelines, and impact on developers.
AI Safety Frameworks for Regulated Industries: Healthcare, Finance, and Government
Regulated industries face roughly three times the compliance burden of unregulated AI deployments. This guide maps the actual frameworks, enforcement timelines, and compliance costs for AI safety across healthcare, finance, and government in 2026.
Best AI Red-Teaming and Safety Testing Tools 2026
Your AI system will get attacked. The question is whether you find the vulnerabilities first or your users do. 8 red-teaming tools tested and compared.
EU AI Act vs US Executive Order vs UK AI Safety: Global Regulation Compared
EU AI Act, US executive orders, UK AI Safety, and China's algorithm rules compared side by side. What each means for your AI deployment.