History of AI: Part 3 – From Backprop to AlphaGo and Beyond

Reading Time: < 1 minute – A witty, story-driven journey through AI history—from neural nets to AlphaGo—exploring tech, ethics, culture, and the future of intelligence.

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A witty, story-driven journey through AI history—from neural nets to AlphaGo—exploring tech, ethics, culture, and the future of intelligence.



From forgotten experiments to global breakthroughs, this episode of AI Innovations Unleashed takes you on a whirlwind tour of artificial intelligence history, hype, and the human stories in between. JR and Rusty break down the rise of neural networks, the GPU boom, and game-changing milestones like ImageNet and AlphaGo—with plenty of jokes, analogies, and cultural detours along the way.

You’ll hear how backpropagation is basically a kid learning to ride a bike, why GPUs owe their fame to video games, and how AI shifted from punchline to powerhouse. We also dive into medicine, policy, ethics, and the meme-fueled world of AI in pop culture.

Whether you’re new to AI or a seasoned pro, this episode blends clarity, history, and humor to help you understand not just how AI works, but why it matters. Stick around for the closing reflections—and don’t miss the call to subscribe, leave a review, and share with your fellow tech-curious friends.

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JR
JR is the founder of AI Innovations Unleashed—an educational podcast and consulting platform helping educators, leaders, and curious minds harness AI to build smarter learning environments. He has 22 year of project management experience (PMP certified) and an AI strategist who translates complex tech into practical, future-focused insights. Connect with him on LinkedIn, Medium, Substack, and X—or visit him @ aiinnovationsunleashed.com.

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