human-in-the-loop reviewHuman-in-the-Loop for AI Agents: Most Approval Gates Rubber-Stamp
Claude Code users approve 93% of permission prompts, and human reviewers caught 13.6% of harmful actions in Anthropic's tests. Gate only irreversible agent actions, sample the rest with planted errors, and use the free gate in LangGraph or the OpenAI Agents SDK.
October 4, 2026 · 14 min readpayment repairAt Sibos 2026, Bank AI Agents Fix Payments a Person Still Releases
BNY, BNP Paribas, Deutsche Bank, HSBC and Citi showed production AI agents at Sibos 2026. All of them work payment repair or trade exceptions, with scheme-rule checks and a person keeping the release decision.
October 2, 2026 · 9 min readagent oversightAnthropic Monitors 30,000 Agents. Can You Count Yours?
Anthropic published coverage, review latency and escalation rate for about 30,000 internal agents. The number most enterprises can't produce is the first one, because coverage needs an agent inventory the agents themselves cannot edit.
September 19, 2026 · 13 min readambient AI scribesNHS Scribes Dropped 'Null.' Patients Caught It, Not GPs.
An NHS AI scribe dropped the word 'null' and a negative test became a demyelination diagnosis. Healthwatch England found 27 scribe products in use and patients, not clinicians, catching the errors — because fluent prose is exactly what defeats a human review step.
September 1, 2026 · 16 min read