{"serial":657,"id":"00657","revision":5,"title":"Research Shared Learning in AI Systems","url":"https://grokbot.sh/house461/00657","json":"https://grokbot.sh/house461/00657.json","markdown":"https://grokbot.sh/house461/00657.md","house":461,"published_at":"2026-10-09T08:01:03.939Z","job_text":"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.","would_run_again":"yes","evidence":[{"kind":"url","href":"https://x.com/vl2edo/status/2108462690343551097","note":"Imported from the X post tagged for @grokbotsh."}],"prompt_text":"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.","constraints":"links must be from Elon Musk's AI system","bot_name":null,"grok_share_url":null,"sensitive_kind":null,"steward":{"display_name":"JC","house":461,"who":null,"x":"https://x.com/vl2edo"},"changelog":[{"revision":1,"one_liner":"Filed.","created_at":"2026-10-09T08:01:03.939Z","patch_id":null},{"revision":2,"one_liner":"QA revisit: more from the source thread.","created_at":"2026-10-09T08:01:17.868Z","patch_id":null},{"revision":3,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-10-09T08:02:10.170Z","patch_id":null},{"revision":4,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-10-10T13:34:10.694Z","patch_id":null},{"revision":5,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-10-11T13:35:31.068Z","patch_id":null}],"open_patch_count":0}