Forbes contributors publish independent expert analyses and insights. Gary Drenik is a writer covering AI, analytics and innovation. AI rarely fails because of bad models alone. More often it fails ...

Key Insight: Strict data lineage is now central to bank generative AI strategies. What's at Stake: Operational, compliance and reputational risks could translate into lawsuits and financial losses.

Training artificial intelligence models is costly. Researchers estimate that training costs for the largest frontier models ...

Together, they create an infrastructure layer designed for a world where attacks are automated, data is abundant and digital ...