AI or ML: Which One Actually Matters?

About This Episode

Vlad Kolesnikov, an AI/ML specialist at Google, explains the real distinction between artificial intelligence and machine learning. He discusses emerging developments including multimodal interaction — allowing AI systems to process text, images, and audio simultaneously — and AI agents designed for specific tasks. The episode emphasizes the importance of well-annotated data models for building effective AI solutions.

Topics Covered

• How machine learning uses data to learn versus how AI differs
• Multimodal interaction's role in changing AI capabilities
• The function of AI agents in handling complex tasks
• Why well-annotated data models are essential for AI solutions
• Career guidance for developers pursuing AI/ML specializations

About the Guest

Vlad Kolesnikov — AI/ML Specialist, Google