Consumer Techtrust calibration and interface framingproposed marketing and ux tactic validated experimentally, not reported as deployed at scale.

Anthropomorphic AI designer presentation for consumer-facing launches

When showing shoppers that AI helped design a product, make the AI feel more human-like in the presentation, because that can change how comfortable people feel with the design.

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Executive Brief

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Value Drivers

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Technical Analysis

Model Strategy

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Data Strategy

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Market Signal

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Key Competitors

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