What a Conference Audience Is Listening For
A conference audience is listening for one thing: whether the finding changes anything they do. Background and methodology exist to make the result credible, not to fill the slot, and an audience that reaches the results slide at minute eleven has already decided how much attention to give it.
Academic training encourages the opposite order, because a paper is read by reviewers who need the method before the claim. A talk is not a paper read aloud, and the audience for each is deciding a different thing. What should never reach the published cut is unpublished data or material under embargo: a recorded talk circulates and persists in a way a room does not, and an embargo broken on video cannot be retracted.
The talk is built across eight scenes: one on the question and why it matters now, one on what was already known, two on method at the depth needed to trust the result, two on the findings themselves, one on limitations stated plainly, and one on what follows from it.
