Why does Claude sometimes state incorrect information with apparent co — Claude 101 Practice — Claude Cert Academy
Why does Claude sometimes state incorrect information with apparent confidence?
- Claude is designed to give an answer even when the right answer is uncertainty — plausible completions are generated regardless of actual accuracy
- Claude deliberately misleads users on complex topics
- Claude's accuracy decreases specifically when questions are long
- Claude's confidence-flagging feature is disabled by default
Answer: Claude is designed to give an answer even when the right answer is uncertainty — plausible completions are generated regardless of actual accuracy
LLMs optimize for fluent, plausible completions. They are not designed to withhold claims they cannot verify, which is why confident errors occur.
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