alt Hacker NewsHow is this faster than just reading the documentation? Given that LLMs hallucinate, you have to double check everything it says against the docs anyway
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Human teachers make mistakes too. If you aren't consuming information with a skeptical eye you're not learning as effectively as you could be no matter what the source is.
The trick to learning with LLMs is to treat them as one of multiple sources of information, and work with those sources to build your own robust mental of how things work.
If you exclusively rely on official documentation you'll miss out on things that the documentation doesn't cover.
Yes you have to be careful, but the LLM will read and process core and documentation literally millions of times faster than you, so it's worth it
I learn fastest from the examples, from application of the skill/knowledge - with explanations.
AIs allowed me to get on with Python MUCH faster than I was doing myself, and understand more of the arcane secrets of jq in 6 months than I was able in few years before.
And AIs mistakes are brilliant opportunity to debug, to analyse, and to go back to it saying "I beg you pardon, wth is this" :) pointing at the elementary mistakes you now see because you understand the flow better.
Recently I had a fantastic back and forth with Claude and one of my precious tools written in python - I was trying to understand the specifics of the particular function's behaviour, discussing typing, arguing about trade-offs and portability. The thing I really like in it that I always get a pushback or things to consider if I come up with something stupid.
It's a tailored team exercise and I'm enjoying it.