The hesitation to acknowledge AI use has ripple effects. First, it forces individuals to shoulder risks including intellectual property exposure, compliance issues, or simple factual errors, in isolation. Secondly, it erodes trust. Team members suspect “shadow AI” but rarely speak about it openly. When organizational silence surrounds powerful technology, both innovation and accountability suffer. Being…

Individuals who come from data-rich environments may find that they have a comparative advantage over those in data poverty. How is this data deficit impacting outcomes in global AI policy debates?