GPT

Conference Talk Proposal Template

Title [Concise, benefit-driven] Abstract (300 words) [Problem → approach → takeaway, with evidence] Audience [Who benefits, what they'll leave with] Outline 1. [Hook + problem statement] (5 min) 2. [Context + appro

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## Title
[Concise, benefit-driven]

## Abstract (300 words)
[Problem → approach → takeaway, with evidence]

## Audience
[Who benefits, what they'll leave with]

## Outline
1. [Hook + problem statement] (5 min)
2. [Context + approach] (10 min)
3. [Live demo / code walkthrough] (15 min)
4. [Lessons learned + Q&A] (10 min)

## Speaker Bio
[Relevant experience + community involvement]

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