Warm paper-toned cover with a faint psi glyph and the title The Machine Attack Surface: marketing becomes adversarial-computational

The Machine Attack Surface: Marketing Becomes Adversarial-Computational

An AI agent can’t be seduced by celebrity, status, or story — but it can still be persuaded. Documented ordering effects, model priors, sycophancy, retrieval bias, and adversarial wording form the machine’s cognitive attack surface, and marketing is becoming less anthropological and more adversarial-computational. … readThe Machine Attack Surface: Marketing Becomes Adversarial-Computational

Warm paper-toned cover reading High Adoption, Mixed Emotion, with an oversized ghosted letter Z

High Adoption, Mixed Emotion: What the Research Says About Gen Z, Work, and AI

Gen Z students are not rejecting work; they are rejecting weak trade-offs. Across fifteen recent studies, the pattern on AI is high adoption, mixed emotion, and a strong demand for guidance — and the students who benefit first are the ones who can show disciplined use. … readHigh Adoption, Mixed Emotion: What the Research Says About Gen Z, Work, and AI