We dive into the rapid evolution of artificial intelligence with John Welsh, co-founder of True Worth AI.  

John discusses the transition from AI as a question-and-answer tool to autonomous agent systems capable of economically viable work.  From a consumer-facing novelty into an enterprise transformation force. 

The conversation addresses governance, data quality, regulatory developments, enterprise readiness, and the redesign of operating models around AI-enabled workflows.

The discussion highlights the shift towards small, specialist models, the emergence of compound agent systems, and the growing need for AI literacy and operational oversight. It also examines the broader implications for the future of work, digital commerce, and the structure of the internet itself, positioning 2026 as a critical year in moving from experimentation to demonstrable business value.

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