What problem does it solve?
Converts a completed academic paper into a conference-ready talk package end-to-end, including slide outline, Beamer source, editable PPTX, speaker notes, a full talk script, and assurance audits for claims, citations, and anonymity.
Core Features & Use Cases
- End-to-end talk pipeline: paper → slide outline → Beamer + PPTX → per-page visual polish → export and reporting.
- Assurance ladder: supports draft, polished, and conference-ready workflows, with optional claim/citation/anonymity audits.
- Integrity guardrails: enforces “no new content” and preserves speaker notes byte-stably, then verifies export integrity and downgrades the final verdict if audits fail.
- Use case: quickly produce a NeurIPS/ICML/ICLR/VALSE-style talk from a paper directory, then get a deterministic, auditable deck for submission or rehearsal.
Quick Start
Run this pipeline on your compiled paper directory to produce a polished talk deck and script in the slides output folder.