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High Bit
Initialized Capital
24 episodes
2 weeks ago
Welcome to High Bit, a podcast hosted by Initialized Capital managing partner Brett Gibson about the art of technical problem-solving. A high bit is the most significant part of the binary representation of a number. In programming language, it is commonly referred to as the most important thing you need to understand about a problem. We spoke with our guests about just that. In each episode, we’ll break down a gnarly engineering problem and hear how the builder’s ingenuity and inventiveness led to a successful outcome.
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Entrepreneurship
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All content for High Bit is the property of Initialized Capital and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Welcome to High Bit, a podcast hosted by Initialized Capital managing partner Brett Gibson about the art of technical problem-solving. A high bit is the most significant part of the binary representation of a number. In programming language, it is commonly referred to as the most important thing you need to understand about a problem. We spoke with our guests about just that. In each episode, we’ll break down a gnarly engineering problem and hear how the builder’s ingenuity and inventiveness led to a successful outcome.
Show more...
Entrepreneurship
Business
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Deepnight: AI Night Vision That Beats $30K Goggles
High Bit
48 minutes 44 seconds
1 month ago
Deepnight: AI Night Vision That Beats $30K Goggles

In this episode, Brett Gibson talks with Lucas Young, cofounder and CEO of Deepnight about how they’re building AI-powered night vision that helps the military, law enforcement, and first responders see in near-total darkness. Deepnight combines AI with commodity digital sensors — the same kind used in smartphones — to replace expensive analog night-vision hardware that costs over $30,000 per unit and hasn’t kept pace with modern imaging technology.


Lucas explains how night vision has worked since World War II, why analog image intensifiers hit a ceiling, how smartphone photography paved the way for this breakthrough, and what it takes to bring military-grade low-light imaging into the field.


Chapters

(00:00) Why Night Vision Is Still Mostly Analog

(00:39) Deepnight’s Breakthrough: AI That Sees in the Dark

(01:44) How Their AI Reconstructs *Real* Scenes

(03:58) Lucas’s Path: Google Pixel → YC Founder

(05:26) Why Modern Cameras Rely on Software

(09:12) The Rise of AI-Enhanced Photography

(11:45) The Insight: AI Could Beat $30K Night-Vision Goggles

(13:03) How Traditional Night-Vision Tubes Work

(14:10) Starting Deepnight Without Knowing If It Would Work

(15:11) Early Prototypes: Offline → Real-Time Night Vision

(16:15) The Physics Challenge: Seeing in Moonless Starlight

(19:12) Running This on Smartphone-Class Chips

(22:27) Building a Custom Neural Network for Night Vision

(28:43) Can Cheap $50 Sensors Match Military Gear?

(48:06) What’s Next: Real Soldiers Using AI Night Vision


Subscribe to High Bit for more conversations with technical founders building what’s next, hosted by Brett Gibson of Initialized Capital.

High Bit
Welcome to High Bit, a podcast hosted by Initialized Capital managing partner Brett Gibson about the art of technical problem-solving. A high bit is the most significant part of the binary representation of a number. In programming language, it is commonly referred to as the most important thing you need to understand about a problem. We spoke with our guests about just that. In each episode, we’ll break down a gnarly engineering problem and hear how the builder’s ingenuity and inventiveness led to a successful outcome.