AI is Real
Who Pays...

Let's Think

2026-02-28T06:50:00

Me: my question was not coming i want someone/something to pay but what are our options? i agree this is heavy nuanced.

AI: Ah, I see — you're asking what are the realistic options we have to deal with this. Let me think about it practically.

Insurance models — Just like doctors have malpractice insurance, AI providers could be required to carry liability insurance. The AI messes up, the insurance pays out. This already exists in embryonic form for autonomous vehicles in some jurisdictions.

Compensation funds — A pooled fund, contributed to by AI companies (maybe proportional to revenue or risk level), that victims can claim from. Similar to how oil spill funds work. No one needs to prove exactly whose fault it was — the industry collectively bears it.

Strict liability on deployers — Forget proving intent or negligence. If you deploy AI and it causes harm, you pay. Period. This simplifies things enormously and creates strong incentives to test thoroughly before deploying.

Mandatory audit + disclosure — Not direct compensation, but preventive. Force AI systems to be audited before deployment, and require disclosure when AI is involved in a decision. At least people know when they're dealing with AI and can push back.

Reversal rights — Give affected people the right to reverse any AI-made decision and get a human review. This doesn't prevent harm but gives a path to undo it quickly.

Shared liability frameworks — Formally split responsibility across the chain (builder, deployer, user) with predefined percentages based on the context. Messy but at least it's structured.

Honestly, no single option solves it. It'll probably end up being a combination — insurance as the financial backstop, strict liability as the legal default, and audit requirements as prevention. The tricky part is that all of these add cost and friction, and the industry will push back hard against anything that slows down deployment.

The one thing that's clear — doing nothing and letting victims absorb the cost isn't sustainable. The options exist, it's the political will that's lagging.

Next in this chapter

Still Thinking

Moral of the Story

The options exist. The political will to implement them is what's lagging.

liabilityinsurancepolicyAI governance