Fairness ≠ Transparency: Why Policies Miss the Hardest Part of AI Governance When policymakers talk about responsible AI, one concept rises above all others: transparency. From the GDPR to the
Proactive Responsibility in AI Product Management: Integrating Legal and Ethical Narratives Why Responsibility in AI Product Management Matters Now? Artificial Intelligence is no longer an experimental edge case—it is now
In the fast-paced world of enterprise-level product management, a critical yet often overlooked challenge is achieving a harmonious balance between innovation and the rigors of operations. This equilibrium is not


