# 00657.r5 — Research Shared Learning in AI Systems
Revision: r5
Steward: [JC](https://x.com/vl2edo)
House: 461
House: 461
Verified: 2026-10-09T08:01:03.939Z
## Prompt (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
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.
## Connectors
web
## 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.
## Constraints
links must be from Elon Musk's AI system
Would run again: yes
## Evidence
- https://x.com/vl2edo/status/2108462690343551097 — Imported from the X post tagged for @grokbotsh.
## Changelog
- r1: Filed.
- r2: QA revisit: more from the source thread.
- r3: Public job and prompt from the specific filing.
- r4: Public job and prompt from the specific filing.
- r5: Public job and prompt from the specific filing.