Retail

Brand Voice Vector Alignment: Encode the brand's voice, safety guidelines, and tone into a dedicated representation vector. RE ensures that all marketing or customer support content generated by the AI aligns maximally with this predefined brand representation.

Hate Speech & Bias Suppression: Identify the specific latent directions that contribute to toxic or biased language generation. Use RE to suppress these dimensions during the generation of product reviews or chatbot responses, maintaining a fair and inclusive user experience.

Product Factuality Steering: Establish a representation of factuality concerning product specifications and availability. RE actively suppresses any representation that deviates from known, verifiable product data, preventing the generation of misleading or hallucinated descriptions.