Conference talks have a specific communication challenge: you have 12–20 minutes to make complex work comprehensible to researchers with partially overlapping expertise. AI helps with the structural and verbal aspects of this challenge.
Slide Structure
Give Claude your paper abstract and the talk slot duration, and ask: “Create a slide structure for a 15-minute conference talk on this paper. Include how many minutes to spend on each section and what the key message per slide should be.” The output gives you a roadmap. Then push back on it — does the structure match how you’d actually explain your work to a colleague at a whiteboard? Often the AI structure needs to frontload the “why this matters” more than a paper’s structure does.
Speaker Notes
For each slide, describe what it shows and ask Claude to write speaker notes at 150 words per slide (roughly 60 seconds). Read these notes aloud. Where you stumble is where the notes need revision. The process of speaking the words out loud catches what reading them silently misses.
Anticipating Questions
Paste your full talk structure and ask: “What are the 10 questions most likely to come from an expert audience after this talk? Include both basic clarification questions and skeptical methodological challenges.” Prepare answers for the top 5. This preparation visibly raises the quality of a Q&A — you give complete, direct answers rather than thinking on the spot.
Practicing with AI Feedback
Read your full talk into a transcription tool (macOS Dictation, Whisper, or Otter.ai) to get a text transcript. Paste the transcript into Claude and ask: “I just gave this talk. What was unclear? What should I cut? Where did I repeat myself?” This is rough feedback but faster than finding a human listener who knows the field.
The Poster Alternative
For poster sessions: give Claude your research and ask it to write a 3-sentence elevator pitch and 5 bullet points answering “what’s new and why does it matter?” These two prepared elements cover 80% of poster conversations. Preparing them with AI help takes 20 minutes; preparing them without takes an hour.
