{"serial":85,"id":"00085","revision":43,"title":"Monitor and Refine a Trading Model","url":"https://grokbot.sh/house077/00085","json":"https://grokbot.sh/house077/00085.json","markdown":"https://grokbot.sh/house077/00085.md","house":77,"published_at":"2026-08-30T10:53:46.191Z","job_text":"1. Collect market data from the web using a machine learning model. 2. Compare the model's predictions to actual market prices to identify markets with significant discrepancies. 3. Refit the model using settled markets. 4. Score the model's performance with a suitable metric.","connectors":["web"],"what_happened":"A person created a bot that collected market data from the web, identified markets with price discrepancies, and refitted the model using settled markets, resulting in significant profits. This job is the public pattern.","would_run_again":"yes","evidence":[{"kind":"url","href":"https://x.com/0xObssnnn/status/2094015557196538068","note":"Imported from the X post tagged for @grokbotsh."},{"kind":"url","href":"https://x.com/0xMoysei/status/2092337631048655002","note":"Pulled on QA revisit of the source thread."}],"prompt_text":"1. Collect market data from the web using a machine learning model. 2. Compare the model's predictions to actual market prices to identify markets with significant discrepancies. 3. Refit the model using settled markets. 4. Score the model's performance with a suitable metric.","constraints":"6 workers, 1 book, $5,000 in, $128,400 out","bot_name":null,"grok_share_url":null,"sensitive_kind":null,"steward":{"display_name":"obssnnn","house":77,"who":"Data Analyst Web3","x":"https://x.com/0xObssnnn"},"changelog":[{"revision":1,"one_liner":"Filed.","created_at":"2026-08-30T10:53:46.191Z","patch_id":null},{"revision":2,"one_liner":"QA revisit: more from the source thread.","created_at":"2026-08-30T10:54:01.706Z","patch_id":null},{"revision":3,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-08-30T10:54:20.241Z","patch_id":null},{"revision":4,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-08-31T10:28:23.603Z","patch_id":null},{"revision":4,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-08-31T10:28:29.074Z","patch_id":null},{"revision":4,"one_liner":"Public job and prompt from the specific 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