Single-Paper Deep-Dive Beamer Deck

Build a detailed Beamer slide deck for one paper, suitable for self-study, graduate-level paper reading, oral presentation, and seminar discussion.

The goal is not PDF-to-slides conversion or abstract-to-bullets conversion. The goal is to read the paper carefully, understand it, reorganize the ideas into a teachable structure, and explain motivation, problem, method, evidence, results, limitations, and implications. The deck should feel like a careful graduate student read the paper, understood it, and prepared a seminar talk — not like an LLM turned a PDF into shallow bullets.

The slides must be detailed enough for a real presentation, but still behave like slides: visual, structured, readable, and not overloaded with paragraphs.

Audience model: by default, a general graduate-level research audience in the paper's own field — technical, but they may not have read the paper. Provide enough background to make the paper understandable without over-explaining basics that are standard in the field. If the workspace has a domain.md (or an audience/field note in its AGENTS.md), follow it to calibrate background depth, terminology, and examples to the actual research area.