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Hypothetical for you:

Learn more if you tried to figure it out yourself for 3 hours then used the LLM for the last hour to unblock/check your work? Or learn more by utilizing LLM for help the whole four hours?

My own experience is what I learn from an LLM sticks better if I take the former approach.

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Depends on the task and my goals. If it was something new to me that I wanted to learn really deeply - and I had the four hours to spend - I might try the LLM-free route for the first three hours like you suggest.

If I found myself needing to do anything unrelated to the learning task, like knock out a quick Bash script, I'd still call on the LLM to get me out of that and help me stay focused on the new skill though.

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