The AI Firehose

SubQ AI: Is the 12 Million Token Context Window Real?SubQ AI just dropped a bombshell with a 12 million token context window that operates at a fraction of the cost of Claude and Gemini. This video breaks down the sub-quadratic selective attention technology that could effectively end the era of RAG and vector databases.00:00 - Intro: The 12M Token Breakthrough01:02 - SubQ vs. Claude & Gemini Benchmarks02:18 - How SSA Technology Works03:51 - Why SubQ Kills RAG & Chunking04:49 - Business Use Cases for Long Context06:18 - Skepticism: Breakthrough or AI Theranos?08:16 - The Team and 50M Token Roadmap11:19 - How to Prepare for the AI Shift

Show Notes

SubQ AI: Is the 12 Million Token Context Window Real?SubQ AI just dropped a bombshell with a 12 million token context window that operates at a fraction of the cost of Claude and Gemini. This video breaks down the sub-quadratic selective attention technology that could effectively end the era of RAG and vector databases.00:00 - Intro: The 12M Token Breakthrough01:02 - SubQ vs. Claude & Gemini Benchmarks02:18 - How SSA Technology Works03:51 - Why SubQ Kills RAG & Chunking04:49 - Business Use Cases for Long Context06:18 - Skepticism: Breakthrough or AI Theranos?08:16 - The Team and 50M Token Roadmap11:19 - How to Prepare for the AI Shift

Creators and Guests

Host
Julian Goldie
Founder of Goldie Agency & host of The AI Firehose. I break down the latest AI tools, SEO strategies, and automation systems — straight from the trenches of running a 70+ person agency.

What is The AI Firehose?

The AI Firehose” is your no-fluff source for everything happening in AI—fast, practical, and straight to the point. From breaking AI news and emerging trends to step-by-step tutorials you can actually use, this podcast keeps you ahead without wasting your time. Whether you're a creator, entrepreneur, or just curious about AI, each episode delivers high-value insights you can apply immediately.