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10 episodes

The Heavy Metal of Machine Learning: Inside PyTorch

Discover why PyTorch is the "oxygen" of AI. Herman and Corn explore its history, the magic of Autograd, and the move to the PyTorch Foundation.

pytorchmachine learningdeep learningautogradtorch.compile

The Ghost in the Machine: Why AI Voices Hallucinate

Why does your AI suddenly start shouting or whispering like Darth Vader? Herman and Corn dive into the glitchy world of TTS hallucinations.

text-to-speechhallucinationsautoregressive modelsaudio glitcheslatent space

Deep Learning Decoded: The Math Behind the Machine

Herman and Corn pull back the curtain on AI to explain the mathematical "plumbing" of neural networks and the future of machine learning.

deep learningneural networksmachine learningbackpropagationmatrix multiplication

The $5.5 Million Breakthrough: DeepSeek’s AI Disruption

Discover how DeepSeek-V3 is disrupting the AI market with massive cost savings and technical innovations like Multi-Head Latent Attention.

deepseekLLMmachine learningmlafp8

AI Inference Decoded: The How & Where of AI Magic

Ever wonder how AI magic happens? We demystify AI inference, exploring where and how models truly operate.

ai inferenceai deploymentmachine learningcloud computingon-premises

AI's Secret: Decoding the .5 Updates

Uncover the hidden world of AI's .5 updates. It's not just bug fixes—it's hundreds of millions and countless hours shaping smarter, safer AI.

machine learningLLMfine-tuningalignmentrlhf

Your AI, Evolving: Beyond the Static Snapshot

Is your AI an "old suit" that no longer fits? We explore evolving AI that learns and adapts with you.

machine learningcontinual learningadaptive aifine-tuningpersonalized ai

Building Your Own Whisper

Ever wondered if you could build your own speech recognition tool? We dive deep into crafting custom ASR.

ASRspeech recognitionwhispermachine learningaudio processing

Building Custom ASR Tools

Ever wondered how to build your own ASR tools from scratch? Discover the why and how in this episode!

ASRspeech recognitioncustom asrmachine learningspeech to text

Fine-Tuning ASR For Maximal Usability

Fine-tuned ASR is just the start. Discover the next steps for deployment and maximizing usability.

ASRspeech recognitionfine-tuningdeploymentusability