Скачать или смотреть If AI Does the Beginner Work, How Do We Learn? | Paul Roehrig

If AI is doing the beginner work, how do we build expertise?

In this episode of Brew Talks, I speak with Paul Roehrig, Chief Strategy Officer at Ascendion and co-author of Code Halos, What To Do When Machines Do Everything, and Monster, about what the AI moment really means for careers, enterprises, and long-term competitive advantage.

Paul describes himself as “surprised, but not shocked” by the ChatGPT moment. What caught him off guard was the immediacy and explosive democratisation of AI into everyday life.

00:00 – Intro
00:32 – Why “To Beat a Bot, You Need to Be a Better Human”
03:40 – Was the ChatGPT Moment a Surprise?
05:13 – Are Enterprises Getting AI Wrong?
07:47 – Human in the Loop vs Humans at the Helm
09:40 – If AI Does Entry-Level Work, How Do Beginners Learn?
12:28 – The Risk of Vibe Coding
14:17 – AI Addiction, Guardrails, and Mental Health
18:06 – If Everyone Is 10X, What’s the Real Moat?
20:40 – Will AI Ever Be Smarter Than Humans?
24:50 – Personal Journey of Paul

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