// ai transparency

All signals tagged with this topic

Apple warns users when AI prompts route through Google's servers

Apple is applying the same transparency friction it uses for ChatGPT to Google Cloud infrastructure, turning data routing into a visible consumer choice rather than a silent backend decision. Device makers are treating AI model selection as a privacy and trust positioning lever, not just a feature, forcing both Google and OpenAI to compete on the visibility and consent choreography around where inference happens. For consumers, the question of where data goes is becoming a standard part of AI tool evaluation.

EY Retracts Loyalty Study Over AI Hallucinations and Fabricated Citations

EY's withdrawal signals that AI-generated research is entering institutional workflows without adequate guardrails, creating reputational risk even for blue-chip firms. The fake footnotes and hallucinated data points suggest researchers either didn't validate outputs or used generative AI as a shortcut to content production rather than analysis—a pattern likely replicated across consulting and professional services where speed-to-delivery pressures collide with AI's persuasive plausibility. The move will accelerate investment in detection and validation infrastructure as clients begin demanding audit trails and third-party verification of research credibility.