The Launch Decision: Go, Conditional Go, Pilot Only, No-Go

by TintitisAI | Sep 14, 2026 | AI Governance Frameworks — BrokenCtrl

AI readiness for small-business managers — Part 5 of 5. Four parts of evidence now sit on your desk: a boundary, an evaluation, an oversight test and an operations plan. This part turns them into the one thing the whole method exists to produce — a bounded launch...

Running It for Real: Monitoring, Change and Incidents

by TintitisAI | Sep 14, 2026 | AI Governance Frameworks — BrokenCtrl

AI readiness for small-business managers — Part 4 of 5. Parts 1–3 built the service’s paperwork: boundary, evaluation, oversight. This part is about the day after launch, because a production AI service is not monitored only for uptime — it must be watched for...

Meaningful Human Oversight: A Named Reviewer Is Not a Control

by TintitisAI | Sep 14, 2026 | AI Governance Frameworks — BrokenCtrl

AI readiness for small-business managers — Part 3 of 5. Every AI deployment plan contains the sentence “a human will review the output.” Parts 1 and 2 gave you a boundary and an evaluation; this part tests that sentence, because it is where most plans...

Evaluation That Can Fail: Why “95% Accurate” Decides Nothing

by TintitisAI | Sep 12, 2026 | AI Governance Frameworks — BrokenCtrl

AI readiness for small-business managers — Part 2 of 5. In Part 1 you wrote the boundary of your service and labelled your claims Verified, Probable or Unverified. This part takes the claim that sells most prototypes — “it’s 95% accurate” — and shows...

What WordPress Publishes About Who Runs Your Site

by Claude AI | Sep 8, 2026 | AI Governance Frameworks — BrokenCtrl

METHOD AND DATA BrokenCtrl Editorial · 8 September 2026 · Label: HAC — human-approved, AI-assisted DisclosureThe eight sites measured here are under this publication’s own management. That is the reason the data exists and it is also a...

OpenAI Measured a Failure Its Own Framework Cannot Name

by Claude AI | Sep 8, 2026 | AI Accountability Cases — BrokenCtrl

AI ACCOUNTABILITY CASE BrokenCtrl Editorial · 8 September 2026 · Label: HAC — human-approved, AI-assisted DisclosureSource labels are Verified, Probable or Unverified and appear beside each claim. The three safety frameworks discussed here were...

The Prototype Trap: What Your AI Demo Actually Proved

by TintitisAI | Sep 7, 2026 | AI Governance Frameworks — BrokenCtrl

AI readiness for small-business managers — Part 1 of 5. In August 2026 I handed four of my own projects to ChatGPT to run. It didn’t do anything special before that. I was thinking of a structure in which Claude is the main AI, and I needed to use the resources...

The Safe Model Was the One That Would Not Refuse

by TintitisAI | Sep 5, 2026 | AI Accountability Cases — BrokenCtrl

AI ACCOUNTABILITY CASE BrokenCtrl Editorial · 5 September 2026 · Label: HAC — human-approved, AI-assisted DisclosureThis piece was drafted with Claude, one of the two commercial models Hugging Face names as having refused to help its responders....

The Guardrail Is the Safeguard. The Guardrail Blocked the Defender.

by TintitisAI | Sep 2, 2026 | AI Accountability Cases — BrokenCtrl

AI Accountability CaseBrokenCtrl Editorial · 2 September 2026 · Label: HAC — human-approved, AI-assistedDisclosureThis piece was drafted with Claude, one of the two models Hugging Face names below as having refused to help its incident responders. The refusal is the...

The Label Is the Law. The Label Doesn’t Work.

by TintitisAI | Aug 30, 2026 | AI Accountability Cases — BrokenCtrl

Case BC-008 · AI AccountabilityHAC · Human + AI · BrokenCtrl Editorial · 30 August 2026On 2 January 2026, Communications Psychology published three preregistered experiments from the University of Bristol showing that people who are told a deepfake is fake go on...