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#ai-history

10 episodes

#2408: How Backpropagation Actually Unlocks Neural Networks

How error signals flow backward through networks to make learning possible — and why "it's just calculus" misses the point.

transformersai-trainingai-history

#2276: A Guided Tour Through My Weird Prompts' Best Episodes

Discover ten standout episodes that define the essence of My Weird Prompts, from AI insights to quirky curiosities.

phoneticsai-historyinternational-relations

#2076: Is Pure NLP Dead? The Hidden Scaffolding of AI

Modern AI didn't appear from nowhere. Discover how decades of linguistic rules and statistical models built the foundation for today's LLMs.

neuro-symbolic-ailarge-language-modelsai-history

#1979: AI vs. ML: The Russian Dolls of Tech

Is AI the same as Machine Learning? We break down the nested hierarchy of artificial intelligence, from symbolic logic to neural networks.

ai-historyai-modelssymbolic-ai

#1799: The Original AI Blueprints: BERT & CLIP

Before GPT, two models changed everything. Discover how BERT and CLIP taught machines to read and see the world.

transformersai-historycomputer-vision

#1547: Why AI Stopped Reading and Started Seeing Everything

From sequential bottlenecks to parallel powerhouses, discover how the Transformer architecture revolutionized how machines process the world.

transformersai-historyparallel-computing

#1001: Why Your 1990s Credit Card Was Smarter Than ChatGPT

Think AI started with ChatGPT? Discover the "long haulers" in defense, medicine, and finance who have used machine learning for decades.

ai-historymachine-learning-historydefense-technologyfinancial-fraudinterpretability

#599: AI Hunted Soviet Subs Long Before It Wrote Your Emails

AI didn't start in 2022. Discover the 70-year history of the "invisible" systems that have been quietly running our world for decades.

ai-historysecurity-logisticselectronic-warfare

#261: The 70-Year Overnight Success: How AI Finally Arrived

Think AI was an overnight success? Join Herman and Corn as they trace the 70-year journey from rigid logic rules to modern deep learning.

ai-historysymbolic-ai

#36: AI's Hidden History: Beyond the Buzz

AI isn't new. We've been using "smart software" for decades, from medical imaging to weather prediction, long before ChatGPT.

ai-historyhistory-of-aimedical-imagingweather-predictioncomputational-intelligence