Academic Slides Iterative

Build research-talk Beamer decks through a four-phase loop: source → content → form → fact-drift, with a self-critic gate at each phase. Every slide carries exactly one concept, expressed as a flowchart, code block, table, or I-O example — not as a wall of prose.

The deck itself is lean: keywords + figures, captions shrunk to one-liners. The depth lives in a companion markdown the speaker reads off-stage.

When to use