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"Use AI" is answering the wrong question

 We are certainly living in interesting times right now. Specifically here I am talking about the rise of "Artificial Intelligence" (or, more correctly, 'Large Language Models", AKA 'LLMs') in software development. Whether you believe these tools are useful, or will lead to the demise of the human race¹, there is no doubt they are surrounded by the biggest hype cycle that anyone has seen before. There is an unprecedented (many are now saying unsustainable) amount of investment happening in this area. But any investment requires a return which means marketing and sales are working overtime to bring in new paying customers. Unfortunately as a result of these intensive sales campaigns there are companies - many of whom should know better - becoming ensnared in the unfulfilled promises being made by unscrupulous companies, and are " drinking the Kool Aid ". However, once the contracts are agreed by senior management, and the (not insignificant) bills be...