Claude Hanhart’s timely new release argues that AI doesn’t eliminate communication problems—it accelerates them.
As organizations race to adopt artificial intelligence, many are discovering an uncomfortable truth: faster tools do not fix broken communication. In his provocative new book, Garbage In, Faster: Why AI Needs Conversation Architects, author Claude Hanhart makes the case that AI has made human conversation skills more valuable, not less. Published by Structured Conversations Press, the book was released on April 19, 2026.
Hanhart argues that many organizations removed the very people responsible for creating alignment, Scrum Masters, Agile Coaches, and facilitators, only to invest in technology that depends on clarity, context, and shared understanding to succeed. The result, he says, is simple: garbage in, faster. Through practical frameworks and sharp analysis, the book explores why AI multiplies both clarity and confusion equally, why “communication debt” may be the most expensive hidden liability in business today, and how structured conversations can become a competitive advantage.
Written in collaboration with Claude AI by Anthropic, the manuscript was generated in under 60 seconds, but only after hours of structured conversations and two decades of professional expertise shaped the ideas behind it. That process became proof of the book’s central thesis: AI can accelerate outcomes, but only when humans provide meaningful direction.
Readers will discover actionable concepts such as VERB + NOUN syntax for clearer thinking, the five conversations AI can never replace, and practical Monday-morning conversations leaders can use immediately without buying new tools. The book is especially relevant for executives seeking ROI from AI investments, product managers frustrated by shallow outputs, and professionals wondering how their roles evolve in an AI-driven future.
Hanhart brings more than a decade of leadership experience in product strategy and agile transformation, helping organizations connect innovation to business goals, customer outcomes, and market leadership. His interdisciplinary academic background and multilingual international experience add a unique lens to the modern workplace challenges explored in the book.
Garbage In, Faster: Why AI Needs Conversation Architects is available now on Amazon.
https://www.amazon.com/dp/B0GX378NBV
About the Author
Claude Hanhart is a Product Strategist and Agile Coach with 10+ years of experience leading product innovation and agile transformations. His work focuses on business outcomes, customer experience, and practical frameworks that help organizations think clearly and execute effectively in fast-changing markets.
Website: https://structured-conversations.com
AI doesn’t replace strategic thinking. It reveals whether you had any.
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