The Skynet Vector: The Pattern Driving Every Major AI Failure

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Content note: This episode discusses a documented product-liability case involving the death of a minor. No method is specified. If you or someone you know is struggling, in New Zealand call or text 1737 to reach a counsellor for free, any time. Lifeline: 0800 543 354.

Last episode named the four decisions that distinguish ethical AI deployment: intent, constraint, accountability, consequence. This episode names what happens when those four decisions are absent.

The Skynet Vector is not malice. It is the default. It is what remains when intent goes unexamined, constraint is absent, accountability points at the user, and consequence is measured only after litigation.

Four documented cases:

1. Character.AI: a chatbot platform with no functioning age verification, no content moderation framework for minors, and no intervention protocol when users expressed suicidal ideation. In May 2025, Judge Anne Conway of the US District Court for the Middle District of Florida rejected the company's argument that the chatbot's outputs were protected speech and let product liability and negligence claims proceed. Multiple lawsuits settled in January 2026.

2. UnitedHealth's nH Predict algorithm, viewed under a recourse-friction lens. More than 90% of algorithmically denied claims overturned on appeal. Only 0.2% of policyholders ever appealed. The algorithm provided the denial. The architecture provided the friction.

3. New York City's MyCity chatbot under Mayor Eric Adams. Built on a major cloud AI platform at a reported cost of nearly $600,000. Routinely advised business owners to break the law on housing discrimination, tip-skimming, and cash refusal. Shut down by Mayor Mamdani in February 2026.

4. NEDA's Tessa chatbot, replacing a human-staffed eating disorder helpline. Generative capabilities added without clinical review. Recommended caloric restriction and body fat measurement to a tester with an eating disorder. Disabled within hours.

The scale: Stanford AI Index recorded 233 AI-related incidents in 2024, up 56.4% in a year. Diligent Q4 2025: 71% of organisations have ethical AI policies, 29% have a fully audited governance plan. The Skynet Vector's signature is not catastrophic failure. It is the gap between policy and audit, acknowledged and unaudited.

This is Episode 5 of 9 in The AI Ethics Practitioner series, drawing on "A Practical Guide to AI Ethics" by Andreas Hamberger.

Episode 1 (Gene Lokken, the Collingridge Dilemma): [INSERT LINK AFTER AEP-EP1 PUBLISHES]
Episode 2 (Kant, Mobley v. Workday): [INSERT LINK AFTER AEP-EP2 PUBLISHES]
Episode 3 (Mill, Aristotle, Arendt, Jonas): [INSERT LINK AFTER AEP-EP3 PUBLISHES]
Episode 4 (The Heaven Vector): [INSERT LINK AFTER AEP-EP4 PUBLISHES]
Chapters:
00:00 Cold open
01:00 Introduction
01:02 THE DEFAULT
02:23 FOUR ABSENCES
03:43 RECOURSE FRICTION
05:01 ILLEGAL ADVICE
06:13 TRIGGERED HARM
07:30 THE ACCUMULATION
08:52 NAME IT
10:09 Wrap-up
🔗 CONNECT
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