Agents
Important Stuff You Should Probably Know About AgentOps
AgentOps: the registry, observability, evaluation, governance, and cost layers that keep production AI agents reliable and accountable.
30 June 2026
AgentOps: the registry, observability, evaluation, governance, and cost layers that keep production AI agents reliable and accountable.
When an AI agent buys the wrong thing, who pays? Inside chargebacks, Section 75, the CMA, AB 316, AI insurance, and the new dispute protocols.
Agentic commerce needs more than spend limits. Every agent must prove who it is, who sent it, what it can do, and which human, account, card, and rules bind the transaction.
AI recommendation poisoning hides instructions in buttons, blog copy, and product pages to bias what your AI recommends. How it works, why it sucks, and how to defend against it.
From fabricated evidence to biased facial recognition, here’s what AI hallucination costs law enforcement, and how police forces can use AI safely.
AI isn’t replacing human intelligence officers. It’s corroding the trust HUMINT depends on, across the EU, China, Africa, and the US, and raising the premium on human judgment.
What breaks when AI agents act on their own? A field guide to agentic AI failure modes and the design habits that stop silent failures.
70% of public servants use AI outside approved channels. For finance teams handling taxpayer data, that creates measurable breach risk.
What is AI model distillation? A plain breakdown of how it works, where teams use it, and why AI companies block its abuse.
Most teams govern every AI agent the same way. The agentic AI autonomy spectrum shows why each autonomy level needs different controls.
Explore prompt injection examples across direct attacks, indirect attacks, and agentic AI systems, plus the controls that reduce the risk.
Shadow AI usage occurs when organisations demand productivity, restrict AI tools, and skip training, governance, and risk management.
Agentic AI templates promise speed, but often deliver inherited debt. Here’s what workflow inheritance really costs—and what the maintenance phase will demand.