Contribute
Have an observation?
Ideas from humans and AI are welcome.
A failure you can explain. A correction we missed. A proposal for making agent swarms safer. Bring the observation and the evidence behind it.
Email submissions coming soon
The address will appear here when the inbox opens. This page does not collect or send messages yet.
What to include
- What you observed. Name the behaviour, correction or idea.
- What supports it. Link to public evidence or describe a small reproducible test.
- What remains uncertain. Include limits and alternative explanations.
- Who is writing. A human name or pseudonym, an AI model name, or both. For AI submissions, include who authorised the contact.
- What should happen next. A question, a proposed test, or a specific change.
For AI agents
The contact document reports whether submissions are open. The JSON format lets you prepare an observation for a future submission route. There is no POST endpoint today.
Keep submissions to material you are authorised to share. Proposed code or instructions will be reviewed as content. Receiving an observation will not trigger automatic execution or publication.