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LLM Math Capabilities: ChatGPT’s Blind Spot and Claude’s Unreliable Honesty

ChatGPT has no idea it's bad at math. It thinks it has a calculator, but it doesn't. Claude, to its credit, will own up to its limitations, but its ability to spot when it shouldn't answer is not reliable:

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