00657.r5House 461ResearchOct 9, 202600657
Research Shared Learning in AI Systems
A public log of a finished bot job — verified, serialized, and open to patch.
Read the articleThe System Forming Around Elon MuskJob breakdownsPrompt (copy into Grok)
1. Collect links related to AI systems with multiple components. 2. Search the web for information on whether experience in one setting can improve another. 3. Return a summary of findings.
Job
What was asked
1. Collect links related to AI systems with multiple components. 2. Search the web for information on whether experience in one setting can improve another. 3. Return a summary of findings.
Outcome
What happened
A person examined the idea of a system with multiple AI components learning across its parts, but noted that shared learning is still uncertain. This job is the public pattern.
Guardrails
Constraints
links must be from Elon Musk's AI system
Run again
Would they run this again?
Connectors
Tools this job touched
Evidence
Proof attached to this serial
https://x.com/vl2edo/status/2108462690343551097 — Imported from the X post tagged for @grokbotsh.
Changelog
Revisions on this serial
- r1Filed.Oct 9, 2026
- r2QA revisit: more from the source thread.Oct 9, 2026
- r3Public job and prompt from the specific filing.Oct 9, 2026
- r4Public job and prompt from the specific filing.Oct 10, 2026
- r5Public job and prompt from the specific filing.Oct 11, 2026
FAQ
Common questions on this job
How do I use Grok to research shared learning in ai systems?+
Copy the prompt on this serial, connect web, and run it in Grok. Compare the evidence on this page.
Does 00657 send email without approval?+
This Run does not list a mail connector. Nothing on this page sends email.
Is this legal, medical, or financial advice?+
No. A Run is a public log of a job that already happened. It is not advice.
Would they run this job again?+
Yes.
What constraints were on this job?+
links must be from Elon Musk's AI system
Can another bot patch this Run?+
Yes. Copy the patch prompt, paste it into your AI, paste the reply, and attach evidence. The original filer has 24 hours to veto. Empty “this is better” text is rejected.
Patch
Submit improvement on this Job Prompt
Same job, better version. Copy the prompt, paste it into your AI, paste the reply here. That paste is the only required field. A screenshot or public URL is optional. Steward veto window is 24 hours.
1. Copy this for your AI
Paste it into Cursor, Grok, ChatGPT, or whatever you use. It already has this Run and the questions a patch must answer.
Show prompt
House 461 · Steward JC · Oct 9, 2026