Why $ilkMoney walked away from record deals
The story of $ilkMoney deconstructs the assumption that success in music requires industry validation, revealing instead a blueprint where independence becomes leverage. This episode of pplpod analyze...
7 Apr 20min
MLOps: The $16 Billion Industry Keeping AI Alive After Launch
Up to 88% of corporate machine learning projects never make it to production. The models get built, they work brilliantly in the lab, and then they quietly die on a server somewhere. That failure rate...
7 Apr 20min
RIGGED MATH! How "objective" algorithms inherit human hate, fail the "Compass" test & break the law of fairness
The study of Fairness in Machine Learning deconstructs the transition from schoolhouse tallies to a high-stakes study of Algorithmic Bias and the architecture of Group Fairness. This episode of pplpod...
7 Apr 20min
Why AGI Is Our Highest Stakes Gamble (When Machines Stop Taking Orders)
The concept of artificial general intelligence deconstructs the assumption that AI is just a smarter tool, revealing instead a turning point where machines shift from following instructions to pursuin...
7 Apr 28min
AI Hallucination: Why Your Chatbot Is the World's Most Confident Bullshitter
Every week brings another headline about an AI confidently making something up. A chatbot invents a corporate scandal. A lawyer submits six fabricated legal precedents to a federal judge. A $440,000 g...
7 Apr 24min
Why AI Must Forget to Remember
The history of Long Short-Term Memory (or LSTM) deconstructs the transition from forgetful recurrent loops to the high-stakes study of the Vanishing Gradient and the architecture of the Forget Gate. T...
7 Apr 22min
Overfitting: When AI Memorizes the Past and Fails the Future
The concept of overfitting deconstructs the assumption that more accuracy always means better intelligence, revealing instead that perfection on the past can guarantee failure in the future. This epis...
7 Apr 20min
Neural Networks: The 200-Year-Old Math Behind the AI Revolution
What happens when you build a machine to find the best software engineers in the country and it secretly teaches itself to reject anyone whose resume contains the word "woman"? That actually happened ...
7 Apr 23min
