New Liability Categories
Algorithmic bias liability: AI systems that discriminate create legal and reputational risk. Data privacy liability: AI models trained on personal data face GDPR/CCPA scrutiny. Intellectual property liability: AI-generated content and code raise copyright questions. Safety liability: AI systems in safety-critical applications create product liability exposure.
Board oversight framework: require AI risk assessments for all customer-facing AI features, demand regular bias audits, ensure data governance compliance, and maintain AI incident response procedures.