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Open research

Reports, guides and methods on how AI can fail, free to cite.

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Latest · 10 Oct 2026Coding agents that deleted production data

Two reported cases, in July 2025 and April 2026, in which an AI coding agent destroyed live data, and what they teach about permissions and backups.
Live AI risk

Automated probes, outage data and public reports, reviewed by a person.

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AI risk nowLevel 1 · Calm

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Before it fails

What to do in the first 72 hours if AI-dependent services fail.

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Offline kitSave it now

Guides and data to keep when the internet is down.

Day Zero

Guidance for the day systems fail. Download it now, while the internet still works.

Water and the first 72 hours

What to do first: water, shelter, warmth, finding each other.

Guide
Medicine without hospitals

Bleeding, burns, rehydration, wounds, and keeping essential medicines.

Guide
Food and agriculture

Storing, preserving and growing food, and saving seed.

Guide
Energy and tools

Small solar, safe fuel use, light, hand tools and repair.

Guide
Communication offline

Radio, meeting points and low-power messaging.

Guide
Rebuilding knowledge

What to keep, how to keep it and how to teach it.

Guide
Monthly offline backupTick what you have saved. Kept on this device only.
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The first 72 hours

  1. Water first. Fill every container you have while taps still work. Boil for one minute, or use 2 drops of unscented bleach per liter and wait 30 minutes.
  2. Stay put unless you are unsafe. Agree on a meeting point with family that does not depend on phones.
  3. Print what matters. Medicine doses, maps, contacts. Screens fail; paper does not.
  4. Keep a radio. A hand-crank or battery AM/FM radio is the most reliable source of news.
  5. Help neighbors. Groups survive what individuals cannot.

Questions

Why prepare now?

Search engines, maps and messaging all depend on networks. If they fail, you can only use what you saved beforehand.

How big is the full backup?

The full English Wikipedia with images is about 110 GB. A language edition without images can be under 10 GB.

How do I read the files offline?

Install Kiwix on a laptop or phone and open the ZIM files. It works with no internet at all.