When people make sweeping statements like “language models are bullshit machines” or “ChatGPT lies,” it usually tells me they’re not seriously engaged in any kind of AI/ML work or productive discourse in this space.

First, because saying a machine “lies” or “bullshits” implies motivated intent in a social context, which language models don’t have.... See more

First and foremost, ChatGPT lacks the ability to truly understand the complexity of human language and conversation. It is simply trained to generate words based on a given input, but it does not have the ability to truly comprehend the meaning behind those words. This means that any responses it generates are likely to be shallow and lacking in

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Almost every company I talk to, and basically every solution vendor, has been pushing for people to use AI to “talk-to-your-data,” an approach allows the AI to retrieve content from a company’s proprietary databases and then work with the documents and data it retrieves. The problem is that AIs hallucinate, or make up plausible information, all the... See more