A TED Talk summarizer is an AI-powered tool that automatically converts TED and TEDx talks into concise, readable summaries. It works by transcribing video content, applying punctuation through AI processing, and generating comprehensive summaries that capture the key ideas and insights from presentations, making it easier for users to digest and review multiple talks efficiently.