Automated Personalisation and AI Transparency

DUMB TAX uses deterministic rules to select a satirical archetype, title, roast, rank and visual. The optional personal message is assembled from a fixed multilingual phrase library using the recipient and tone choices. No generative AI model writes or evaluates the text. These features are entertainment and do not measure intelligence, finances, tax, personality or risk.

The optional suggestion can be edited, replaced with another suggestion or deleted before checkout. Its text is prewritten; the recipient and tone choices select one combination in the browser. No separate AI provider receives those choices through this feature.

• no legal or similarly significant decision about a person;
• no facial recognition, emotion recognition, biometric categorisation or sensitive inference;
• no training on inputs/photos without a new assessment and separate transparent choice;
• test for harmful or discriminatory wording, language parity and unsupported personal claims before material changes;
• the ability to ignore, edit, replace or delete the suggested wording before purchase.