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Transcript Slide Synthesis Loop

Overview

A repeatable way to combine schedule metadata, transcripts, slide OCR, reconstructed slides, and topic pages without promoting weak evidence into confident claims.

Conference Context

• This wiki has stronger media evidence than Miami: transcripts, stage frames, reconstructed crops, dense slides, and OCR audits.
• The source-boundary page requires official facts, supporting video context, transcript evidence, and OCR evidence to stay labeled.
• Several evaluation talks emphasize that outputs need traceable evidence, not only polished summaries.

Implementation Pattern

• Anchor the page with official schedule facts first.
• Add transcript-backed claims only when the transcript is linked and speaker/session matching is clear enough.
• Use reconstructed slide crops before full-stage OCR when slide text matters.
• Mark OCR-only claims as OCR-derived unless reviewed against the image.
• Regenerate dependent topic, tool, question, and evaluation indexes after source changes.

Evidence

• source boundary - Source rules
• agent source index - Source map
• slide library - Slide evidence
• reconstructed slide library - Slide evidence
• dense slide library - Slide evidence
• worldsfair 2026 livestreams - Livestream resource

Evidence Boundary

This is a reusable workflow synthesized from the linked conference evidence. Treat it as a recommended implementation pattern, not as a direct quote from any single talk.