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Rohan Kumar 2023-02-18 22:44:35 -08:00
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Designing tools to make people feel convenienced (the opposite of inconvenienced) is sometimes different from designing tools to make people's lives better. Designing tools to make people feel convenienced (the opposite of inconvenienced) is sometimes different from designing tools to make people's lives better.
ChatGPT is _very_ useful for tasks such as re-phrasing ideas and coherently assembling scattered thoughts, assuming that's the sort of thing you're willing to outsource. But current language models are detrimental for ideation: they're designed to generate the least interesting, most obvious response to a prompt. That's not my opinion; the GPT family of language models analyzes patterns in language, and generates predictable outputs. It's often "correct" when a correct answer is the most predictable, least noteworthy response. Unfortunately, it's often convincingly incorrect: [it even defeends wrong answers](https://simonwillison.net/2023/Feb/15/bing/#prompt-leaked). ChatGPT is _very_ useful for tasks such as re-phrasing ideas and coherently assembling scattered thoughts, assuming that's the sort of thing you're willing to outsource. But current language models are detrimental for ideation: they're designed to generate the least interesting, most obvious response to a prompt. That's not my opinion; the GPT family of language models analyzes patterns in language, and generates predictable outputs. It's often "correct" when a correct answer is the most predictable, least noteworthy response. Unfortunately, it's often convincingly incorrect: [it even defends wrong answers](https://simonwillison.net/2023/Feb/15/bing/#prompt-leaked).
Use it to think, and your ideas will be disposable. Don't live your life by a model with billions of parameters optimized to help you be as predictable as possible. It's the equivalent of sending your thoughts through a smoothing algorithm that treats interesting ideas as anomalies. Use it to think, and your ideas will be disposable. Don't live your life by a model with billions of parameters optimized to help you be as predictable as possible. It's the equivalent of sending your thoughts through a smoothing algorithm that treats interesting ideas as anomalies.