Warmest congratulations to the Azure team on their achievements. Their focus on vision and platforms is particularly commendable, as these are undeniably critical components for future success. However, looking ahead, the next significant differentiator in the competitive landscape will undoubtedly be the capacity of AI applications to make decisions characterized by explainability, auditability, and accountability. This is especially crucial when these applications are deployed and operate in complex, real-world environments. The ability to understand why an AI made a certain decision, to trace the steps it took to arrive at that decision, and to ensure that the decision-making process is responsible and ethical will be paramount. This level of transparency and trustworthiness will be essential for widespread adoption and acceptance of AI in various sectors.

Congrats to the Azure team. Vision and platforms matter, the next differentiator will be how AI applications make decisions explainable, auditable, and accountable in real environments.

Congratulations to Microsoft Azure, This achievement reflects a strong commitment to developer enablement and AI innovation.