Artificial Intelligence in the Machine-Driven World

I’ll admit, I approached this audiobook with skepticism. The AI-for-business genre is cluttered with either starry-eyed predictions or dense academic jargon, but *Artificial Intelligence in the Machine-Driven World* carves out a refreshing middle ground. Modin’s strength lies in his war stories—like the chapter on ‘zombie AI projects’ that linger in corporate purgatory, sucking up resources without delivering value. His case studies (disguised but clearly drawn from real clients) are where the book truly excels, offering a warts-and-all look at what happens when AI meets office politics, budget cuts, or just plain bad data. Benjamin Powell’s narration is a standout. He avoids the trap of sounding like a disembodied Siri, instead adopting a conversational but precise tone that keeps the material engaging. That said, the production isn’t flawless: the audio levels occasionally dip during technical asides, forcing me to crank the volume, and Powell’s emphasis on acronyms (like *MLOps* or *LLMOps*) can feel overly deliberate, as if he’s reading a glossary. The book’s latter half also drags slightly when Modin delves into contract negotiation tactics—useful, but a stark shift from the earlier, sharper analysis. Still, for anyone responsible for AI adoption (or just curious about why so many projects fail), this is the rare audiobook that justifies its runtime with actionable, cynicism-tempered wisdom.