Uploaded June 2026 | Updated September 2026, 2 weeks ago
Ever wondered what's ACTUALLY happening inside an AI model? Join Bridget and Cavin on The Bring Up as they demystify artificial intelligence—from the 1960s Mark I Perceptron to modern multi-layer neural networks. This episode features a handwritten digit recognition AI model, powered by the AMD Kria™ KV260 Vision AI Starter Kit , that reveals the hidden layers that make machine learning work.
EXPLORE MORE:
AMD Kria™ KV260 ecosystem: amd.com/en/products/system-on-modules/kria/k26/kv260-vision-starter-kit.html
The Bring Up Robotics episode: youtu.be/rX3mYA8JjJY?si=4Mw8ZxZrZpC7tX5L
0:55 - How does Machine Learning actually work?
1:25 - AI is Just Math (Really Big Math)
1:50 - Meet Computey: The Pachinko Analogy
2:40 - Training vs. Inference Explained
3:20 - The Mark I Perceptron: Physical AI from the 1960s
4:15 - Beyond Simple Shapes: Multi-Layer Perceptrons
4:40 - The Big Reveal: Visible Neural Network Demo
5:20 - Inside the AMD Kria KV260 Vision AI Kit
5:50 - How Hidden Layers Work
6:35 - Layer 1: Basic Pattern Recognition
7:05 - Layer 2: Advanced Understanding
7:30 - Live Demo: Drawing Numbers & Watching AI Think
8:35 - Real-World Applications: From Digits to Cancer Detection
***
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©2026 Advanced Micro Devices, Inc. AMD, the AMD Arrow Logo, and combinations thereof are trademarks of Advanced Micro Devices, Inc. in the United States and other jurisdictions. Other names are for informational purposes only and may be trademarks of their respective owners.
Ever wondered what's ACTUALLY happening inside an AI model? Join Bridget and Cavin on The Bring Up as they demystify artificial intelligence—from the 1960s Mark I Perceptron to modern multi-layer neural networks. This episode features a handwritten digit recognition AI model, powered by the AMD Kria™ KV260 Vision AI Starter Kit , that reveals the hidden layers that make machine learning work.
EXPLORE MORE:
AMD Kria™ KV260 ecosystem: amd.com/en/products/system-on-modules/kria/k26/kv260-vision-starter-kit.html
The Bring Up Robotics episode: youtu.be/rX3mYA8JjJY?si=4Mw8ZxZrZpC7tX5L
0:55 - How does Machine Learning actually work?
1:25 - AI is Just Math (Really Big Math)
1:50 - Meet Computey: The Pachinko Analogy
2:40 - Training vs. Inference Explained
3:20 - The Mark I Perceptron: Physical AI from the 1960s
4:15 - Beyond Simple Shapes: Multi-Layer Perceptrons
4:40 - The Big Reveal: Visible Neural Network Demo
5:20 - Inside the AMD Kria KV260 Vision AI Kit
5:50 - How Hidden Layers Work
6:35 - Layer 1: Basic Pattern Recognition
7:05 - Layer 2: Advanced Understanding
7:30 - Live Demo: Drawing Numbers & Watching AI Think
8:35 - Real-World Applications: From Digits to Cancer Detection
***
Subscribe: bit.ly/Subscribe_to_AMD
Join the AMD Gaming Discord Server: discord.gg/amd-gaming
Visit the AMD Gaming Community Website: amdgaming.com
Like us on Facebook: bit.ly/AMD_on_Facebook
Follow us on Twitter: bit.ly/AMD_On_Twitter
Follow us on Twitch: Twitch.tv/AMD
Follow us on LinkedIn: bit.ly/AMD_on_Linkedin
Follow us on Instagram: bit.ly/AMD_on_Instagram
©2026 Advanced Micro Devices, Inc. AMD, the AMD Arrow Logo, and combinations thereof are trademarks of Advanced Micro Devices, Inc. in the United States and other jurisdictions. Other names are for informational purposes only and may be trademarks of their respective owners.
