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.

MasDrift Measures Authorisation Drift
ToolPrivacyBench Exposes Purpose Drift
Agent Security Needs Owners, Not More Threat Lists
Agent Sandboxes Need Egress Budgets, Not Trust Prompts

Latest analysis

Recent research, benchmark reviews and technical updates.

ToolPrivacyBench Exposes Purpose Drift
Agent Bias Is Not Model Bias
Cyber Agents Need Triage Custody, Not Higher Exploit Scores
Agent Security Needs Owners, Not More Threat Lists

Practical tools

Templates for budgets and project planning

BoredTools offers practical spreadsheets for budgets, freelance work and small projects.

Browse templates Free budget tracker

Signal Signals Evidence-first framing

Interpretability as Infrastructure: Why Understanding AI Matters More Than Controlling It

Mechanistic interpretability has moved from describing what models do to engineering how they work. If you can identify the neurons responsible for a specific behavior, you don't need to control the entire system.