Welcome back to The AI-Ready Doctor! In this episode, we’re breaking down the fundamentals of artificial intelligence for every clinician who’s ever said, “I don’t get AI and I don’t want to pretend I do.” Host Dr. Bencheqroun strips away the jargon and buzzwords to deliver clear, honest insights about what AI is, how it really works, and why it’s impacting healthcare right now.

If you’ve ever wondered how AI “thinks” (spoiler: it doesn’t think like we do!), what an algorithm truly means in practice, or why everyone’s talking about “prompt engineering,” this is your starting point. Discover the critical difference between automation and augmentation, get real about AI hallucinations, and understand why trust and verification are everything when integrating AI into clinical workflows.

Whether you’re excited, skeptical, or just plain curious, this conversation will give you practical metaphors, relatable examples, and actionable tips to not just keep up with AI, but to leverage it safely and confidently for your patients and your practice.

So, send this episode to your colleagues, buckle up, and let’s get AI-ready together.

00:00 Tokens: Predictive Language Units

03:12 AI Learning and Decision Process

06:17 AI Understanding Through Precise Prompting

10:05 "Clarifying AI Response Techniques"

12:27 Verify Information to Prevent Errors

15:32 "Preventing AI Hallucinations with Small LMs"

18:57 Enhancing Patient-Centric AI Explainability

24:06 Copyright Concerns in AI Training

25:43 Evaluating Social Media Credibility

29:55 "Refining AI-Generated Images"

34:49 Effective Leadership Communication Rule

36:53 Automation vs. Augmentation in AI

39:12 Balancing AI with Human Touch

44:28 Medical Responsibility and Knowledge

45:29 Trusted Medical Professionals: Key to Patient Trust

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“Disclaimer: Informational only. Not medical advice. Consult your doctor for guidance.”