First of all, I'd say you have a bigger problem where your company is trying to find nails with a hammer. That is where your sentiment comes from, and could be an obstacle for both you and the company. It's the same deal when I see people keep on talking about RAG, and nowadays "modular RAG", when really, you could treat everything as a software... See more

LLMs can be the most amazing tool for learning humankind has ever created, or you can rely on it to do your work for you and then your learning will atrophy.

It’s a next token predictor, and you can use those next tokens to do your work and bypass the learning process, or you can use those tokens to empower you as a programmer and supercharge your

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The community remains puzzled about whether these models genuinely generalize to unseen tasks, or seemingly succeed by memorizing the training data. This paper makes important strides in addressing this question. It constructs a suite of carefully designed counterfactual evaluations, providing fresh insights into the capabilities of... See more