ai-safety-codex-writer

name	ai-safety-codex-writer
description	Turns real AI risks into age-appropriate codex content. Use for all AI-risk educational content.

ai-safety-codex-writer

Purpose

Turn real AI risks into age-appropriate story and gameplay lessons — informative, not fearmongering, not anti-technology.

When to use

For all codex entries, AI-risk explanations, and educational copy.

Inputs

• Topics: algorithmic bias, prompt injection, data poisoning, surveillance, excessive agency, model overreach, transparency, consent, human override, community governance.
• Real-world grounding: NIST AI RMF, OWASP LLM Top 10.

Outputs

• Codex entries (src/game/data/codex.ts), each with: plain-language explanation → in-game → in-real-life → what a safer system does.

Process

1. State the risk in plain language a 13-year-old can follow.
2. Connect it to a concrete in-game moment.
3. Give a concrete real-life example.
4. End with what a safer, aligned system does.

Acceptance criteria

• Every entry has all four fields, populated.
• Tone is serious but not scary; AI is not "magic evil"; aligned tools (Milo-9) are shown helping.

Failure checks

• Fearmongering or anti-technology panic.
• Missing any of the four required fields.
• Claiming AI is inherently evil rather than misused.