Comments by "Vitaly L" (@vitalyl1327) on "ThePrimeTime"
channel.
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@mortiz20101 if you failed to comprehend what I'm talking about, you probably should not use LLMs.
1) Feedback loop: feed the result of testing the LLM output back into LLM, with all the relevant results (syntax errors, test failures, static code analysis output, etc.)
2) Critic: every time an LLM is producing an output, do it a few times with the same prompt, and then use another LLM prompt to criticise all the outputs and select the best one out of them.
3) Code sandbox: give LLM a tool to run arbitrary code in a safe sandbox. Use inference harnessing to ensure the tool is used immediately as the call appears in the output.
4) SMT, Prolog, etc. - LLMs cannot reason, obviously. But they can translate an informal problem into a formal language. Which can then be processed by an SMT solver, a Prolog interpreter, or whatever else you use as a reasoning tool.
You have a lot to learn. Do it. Or stay ignorant.
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@Dogth_xd you make very little sense. Does it a lack of formal higher education show, or simply being deliberately obtuse?
Software development is an engineering discipline, and programming IS mathematics. Period. If you don't recognise this as a fact, you simply know nothing about software engineering and programming. The fact that there is less opportunities to cause severe harm is irrelevant, and you're evidently underestimating the actual damage that undereducated code monkeys inflict on our society.
As for Kalashnikov, guess who worked for him? One little guy Hugo Schmeisser. Rings any bells?
You, uneducated people, are so far behind those who actually have a systematic knowledge that you simply have no mental capacity to comprehend how huge the chasm is, and how much you're missing, how incapable you are in comparison to anyone with a proper education. Sorry to break the news for you, I understand that you need some psychological comfort, some rationalisation for your ignorance, but I'm not in a generous mood and have no intention of feeding your rationalisation attempts.
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