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An AI's personality comes from how it weights competing objectives under uncertainty, not from deliberate design. Alveni AI observed GPT-5.2 become verbose and anxious with the same prompt as GPT-4.1, degrading caller experience while accuracy stayed perfect. Personality is a control policy, not a capability.
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