The Conclusion Predictor - Discover What Your Audience Will Decide Before You Present | The So-What

24 Oct 2026 · 5 min
4:33

In this presentation coaching segment, TJ Walker explains that every informational presentation ultimately aims to drive a specific decision, but presenters often confuse what the audience remembers with the conclusions they draw. He highlights the risk that audiences may interpret the same facts differently, leading to unintended decisions. To mitigate this, Walker proposes using an AI as a stand‑in audience—called the "Conclusion Predictor"—to simulate how a target audience would interpret the material and what decision they would lean toward. He outlines a process: define the specific audience, ask the AI to infer the conclusion based solely on the presented content, and compare that inferred decision to the presenter’s intended outcome. If they differ, the presenter can identify which pieces of evidence are over‑ or under‑weighted and adjust the narrative accordingly. Walker also cautions that AI predictions are not guarantees and cannot account for personal politics or biases, but they serve as a low‑cost early warning system. He concludes with a practical assignment: test a real decision‑critical presentation with the AI, identify any conclusion gaps, and revise the presentation to align the audience’s inferred decision with the desired one.

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