AI vs ML – Decision Points and Best Practices

As generative AI reshapes the landscape, this session explores where traditional machine learning still thrives. We’ll clarify the boundaries between general-purpose language models and task-specific ML, highlighting when to use each. The talk covers architectural trade-offs, deployment patterns, and best practices for aligning AI choices with business goals—ensuring responsible, scalable, and effective solutions.