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Great article which really explores why we fall for llms and think they are doing a lot more thinking than they are.Thanks.

this is a good article but very outdated - none of the examples he cites are relevant anymore

That article is fantastic.

This article is long but doesn't mention key concepts like instruction tuning.

I'd suggest the Llama paper as a more worthwhile source.

It does talk about openai explicitly instruction tuning the llm to try to constrain the output and the limitations of such approaches.

ctrl+F 'struction'

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Thanks for demonstrating the depth of your reading.