The self education workflow that actually works in the AI age (tools I use daily)

Been teaching myself hard things for years, mostly on commutes and at the gym. The AI tools that dropped recently genuinely changed how fast I can go, but most "AI learning" advice is either hype or a list of chatbots. Here's the actual workflow I run, tool by tool, with where each one fits and where it doesn't.

The principle first: capture, absorb, retain. Most people only do the first one. They save 800 articles and read none of them. The workflow only works if each tool hands off cleanly to the next.

1. Readwise Reader (capture)

Everything I find, articles, PDFs, YouTube, tweets, funnels into one inbox. The rule that fixed my capture problem: if it doesn't enter the system within 30 seconds of finding it, it doesn't exist. Highlights auto-sync onward so nothing gets retyped.

2. NotebookLM (interrogate a source set)

When I already have the sources and want to ask questions across them, this is still the best at it. Upload, ask, get grounded answers. Where it falls short for me: it's notebook-first and desktop-first, so it's great at explaining what I give it, less good when I just want to learn something on my phone without building a notebook first.

3. BeFreed (absorb on the go)

This is the layer that fixed my "saved everything, learned nothing" problem. It's an app that turns books, research papers and expert talks on a topic into short audio lessons, 5 to 25 minutes, and sequences them into an actual plan so each one builds on the last instead of being random one-offs. You pick how a lesson is taught, I use the setting where two hosts argue the idea against itself, which keeps my brain active on a walk instead of zoning out. The job it does that nothing else in my stack does: it turns dead commute time into structured progress, no notebook setup, no desk required. Downside, it's a newer app so a couple of the UI flows aren't fully polished yet, doesn't affect the actual learning though.

4. Anki (retain)

Not exciting, works anyway. After I understand something, the facts I need to keep long term go here. Spaced repetition shows me a card right before I'd forget it. Saving is not learning, and understanding is not remembering, this is the remembering layer.

5. Claude / ChatGPT (unstick)

When I hit one paragraph I genuinely don't get, I paste it in and ask for it three ways simpler. Best for the single confusing thing, not for a whole curriculum.

The stack in one line: capture with Readwise, interrogate with NotebookLM, absorb with BeFreed, retain with Anki, unstick with Claude.

The meta lesson though: the tools are a rounding error if you don't commit the time. 20 minutes a day of actual absorbing beats any perfect setup. The version of you a year from now is built from the inputs you commit to today.

Anyone running a different stack? Curious what you've layered in, especially for the retain step, which is where most people (me included) leak the most.