Education-first approach to practical AI
From workshops to free resources, we believe knowledge is the key to success.
Our Education page is being curated and will be updated in the very near future!
Videos
Dec. 06, 2025
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Why Your AI Got More Honest
What started as a casual coffee chat with my Ops VA turned into a deep dive on trust, persona, and boundaries and a major shift in industry perspectives.
During our morning coffee riff, we unpacked how the latest AI update (5.1) isn’t just about smarter outputs - it’s about a fundamental change in how these systems communicate their own identity.
This isn’t just a product tweak; it’s an industry-wide pivot toward transparency and responsibility. And it’s one of the most important shifts happening in AI right now.
Deep Dive Podcast version
View the actual conversation transcript (PDF)
During our morning coffee riff, we unpacked how the latest AI update (5.1) isn’t just about smarter outputs - it’s about a fundamental change in how these systems communicate their own identity.
This isn’t just a product tweak; it’s an industry-wide pivot toward transparency and responsibility. And it’s one of the most important shifts happening in AI right now.
Deep Dive Podcast version
View the actual conversation transcript (PDF)
Sept. 08, 2025
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Pretraining vs. Post-training LLM Edition
This video uses a cooking analogy to break down the differences between pretraining an LLM model versus the fine-tuning process. A simple, easy way to understand how models
are trained using non-technical jargon that everyone can relate to.
