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LLMs Choose the Safer Gamble Yet Price the Riskier One Higher

What’s the problem?Imagine a small business that uses an LLM to triage incoming sales leads. Lead A has an 80% chance of securing a modest $300 job. Lead B has a smaller 20% chance of leading to a much more profitable $1,400 job. Both options have equa…