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Fundamentals table: compact headers + provenance footnotes; print-safe tables
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intrinsic value: headlines only, detail on a tap
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debate: key points as headlines, full point on a tap
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home: capability strip below the search
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home: polished tagline
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home: 'Seven AIs. One verdict.' with ML capability tags
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home: multi-model AI headline
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report: full debate (opening cases, rebuttals, PM notes), story and breakeven, sentence-safe key points; mobile: wrapping text claims and card tables
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UI: roles not models; declutter the home screen
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Storytellers run in parallel; 'under the hood' progress narration of Damodaran's framework inputs
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Summary-first report with expandable sections, mobile UI, live progress (storytellers, debate seats), low-risk stable-rate override
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AnalysisState pipeline: reconciliation, staged validation, frozen state, claim-token prose, audited renderer; public/QA split
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UI reads the shared objects: ScenarioSet, structured triggers, three named signals, engine methodology
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Pipeline remediation P0: canonical layer (issuer typing, framework selection, metric lineage, SEC XBRL cross-checks, Stage A validation), consensus-availability handling, story bridge/dispersion, corporate-action state machine, quote/return-kind rules, two-stage publication gate, guardrail tests
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Report-level validation gate: canonical rating, reproducible blend/composite audits, canonical PEG, Form 4 insider context, SEC-first leadership, mechanical momentum, REIT/services split, markdown export
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Crucible — AI equity analyst (containerized engine), secrets-only
