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Can AI make honest mistakes?

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The concept of "honesty" implies a conscious agent who is making some kind of moral decision. This is anthropomorphizing plain and simple. What would constitute a "dishonest" mistake? Deliberate deception? An LLM would have to be specifically prompted in some convoluted way to do that.

AI cannot be honest or dishonest. It has no concept of what’s true or right. It’s a generative engine. We should all know that by now.

If it does something you don’t like it’s your fault for allowing it, failing to instruct the agent properly, and/or failing to watch it.

"The model makes an honest mistake and mistakenly deletes $HOME instead."

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