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Andrej Karpathy: Software in the era of AI [video]

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1480 points sandslash | 1 comments | 19 Jun 25 00:33 UTC | HN request time: 0.342s | source
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gchamonlive ◴[19 Jun 25 01:31 UTC] No.44314670[source]▶
I think it's interesting to juxtapose traditional coding, neural network weights and prompts because in many areas -- like the example of the self driving module having code being replaced by neural networks tuned to the target dataset representing the domain -- this will be quite useful.

However I think it's important to make it clear that given the hardware constraints of many environments the applicability of what's being called software 2.0 and 3.0 will be severely limited.

So instead of being replacements, these paradigms are more like extra tools in the tool belt. Code and prompts will live side by side, being used when convenient, but none a panacea.

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1. dcsan ◴[19 Jun 25 19:57 UTC] No.44322007[source]▶
LLMs have already replaced some code directly for me eg NLP stuff. Previously I might write a bunch of code to do clustering now I just ask the LLM to group things. Obviously this is a very basic feature native to LLMs but there will be more first class LLM callable functions over time.