请问HN：还有其他人对团队中的“人工智能专家”感到失望吗？
我们举行了一次由内部AI团队（主要是大型语言模型）主导的内部研讨会，令人沮丧的是，团队中的任何人似乎都不知道“人工智能”这个术语到底是什么意思，或者语言模型是如何工作的。
一位资深开发人员（也是团队负责人）试图向我解释，人工智能是机器学习的一个子领域，并且本质上总是具有随机性（因为ChatGPT对相同提示的响应是不同的）。
我们/他们正在向其他企业销售量身定制的“人工智能产品”，但显然我们并不知道采样是如何工作的……此外，没有人能告诉我我们的“自托管”模型到底运行在哪里（结果发现50%的时间其实就是OpenAI/Anthropic），或者我们的产品使用了什么OCR模型。
我是不是太初级/天真，以至于无法理解这些，还是说我真的陷入困境了？
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We had an internal-workshop led by our internal AI-team (mostly just LLMs), and had the horrible realisation that no one in that team actually knows what the term "AI" even means, or how a language model works.<p>One senior-dev (team-lead also) tried to explain to me that AI is a subfield of machine-learning, and always stochastic in nature (since ChatGPT responds differently to the same prompt).<p>We/they are selling tailor-made "AI-products" to other businesses, but apparently we don't know how sampling works...? Also, no one could tell me where exactly our "self-hosted" models even ran (turns out 50% of the time its just OpenAI/Anthropic), or what OCR-model our product was using.<p>Am I just too junior/naive to get this or am I cooked?