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Notes on learning from video faster — YouTube transcripts, AI summaries, and getting the knowledge without the runtime.

How to Search Inside a YouTube Video (Not Just for One)

YouTube search finds videos. It won't find the moment inside a video where someone said the thing you need. Here's how to search the contents of a video and jump straight to it.

Your Podcast Backlog Isn't a Time Problem

Forty unplayed episodes isn't a discipline failure — it's a format problem. How to get the substance out of long interview podcasts without listening to all of them.

How to Take Notes From YouTube Videos (Without Pausing Every 30 Seconds)

Pause, scrub back, type, lose your place, repeat. Here's a better way to take notes from YouTube videos — and why the notes most people take don't survive contact with next month.

How to Choose a YouTube Summarizer (7 Things That Actually Matter)

Most YouTube summarizers produce a wall of bullet points and call it a day. Here are the seven things that separate a tool you'll still use in a month from one you'll abandon.

The Repair Video Problem: One Answer, Buried in Two Hours

The fix you need is in minute 43 of a repair video, and finding it means scrubbing. A faster way to pull one answer out of long DIY, repair, and how-to videos.

Can AI Accurately Summarize a YouTube Video?

AI summaries of YouTube videos are accurate enough to change how you watch, if you use them the right way. What AI video summarization gets right, where it falls short, and how to use it without getting burned.

How to Learn From YouTube Without Watching for Hours

YouTube is the world's biggest classroom and its least efficient one. Here's the five-step system I use to pull the knowledge out of long videos in a fraction of the time.

How to Get the Transcript of a YouTube Video (3 Ways, Ranked)

Yes, you can get a transcript of almost any YouTube video. Here are three ways: YouTube's built-in option, manual copy-paste, and tools that transcribe, summarize, and make the transcript searchable.

I Was Collecting Videos Instead of Learning From Them. So I Built FastGrasp.

I was drowning in two-hour videos I didn't have time to watch. So I built FastGrasp, an AI tool that transcribes, summarizes, and searches any YouTube video. Here's the story.