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> WHAT IS A CACHE?

A cache is the essential info
you need & use most often.

In computing, a cache is a small, fast layer of memory that stores what you use the most — so you don't have to dig through everything every time. It's the shortcut. The thing your system reaches for first.

That's what KMBC is build to be. Lightweight knowledge that sticks with you before you ever need to go deeper. The deep dive is there when you're ready. But the cache comes first. And this one is ours.

> MEET THE CREATOR

Kristoffer Oniel
Duncan

Goes by Oni

Oni is a St. John's University alumni — B.S. in Computer Science, MBA in Computer Information Systems w/ a Business minor. In his 13+ year career, he's worked on AI and Machine Learning initiatives such as designing custom silicon and processors purpose-built for AI, and infusing AI into the developer experience for engineers at prominent companies in silicon valley.

He knows what AI looks like from the inside — the infrastructure, the tooling, the decisions that shape what these models can and can't do. But he also knows what it looks like from the outside, when none of that context is available and the conversation is all hype and no clarity.

Kristoffer Oniel Duncan — creator of KMBC
RoleCreator & Engineer
CompanyMeta (10+ years)
FocusAI Silicon & Agent Tooling
SchoolSt. John's University
WHY
> WHY KMBC EXISTS

The gap is real.
So is the fix.

AI is moving fast. The tools are evolving, the terminology is shifting, and the people making decisions about how it gets used are not waiting for everyone to catch up. Oni watched this gap grow — not in some abstract, industry-wide way, but in his own community. The people closest to him, the people he grew up with, were being left out of a conversation that would shape their careers, their businesses, and their daily lives.

The information is out there, but it's buried under jargon, paywalls, and content designed for people who already understand it. That's not education — that's a filter. And it's filtering out the wrong people.

KMBC is Oni's answer to that. A site where the barrier to entry is zero. Where the first thing you encounter isn't a 40-minute lecture — it's a word, a simple explanation, and a product you already use as proof that you've been interacting with this technology all along.

He built it for his community. He built it for his 70yr old mother that still works — who is not the most tech-savvy person, but after going through the foundational vocabulary felt like she had a real understanding of the concepts and, more importantly, less fear about learning more. If it worked for her, it can work for anyone willing to start.

> THE APPROACH

Cache first.
Deep dive second.

01

Start with the vocabulary

30 terms across three tiers. Each one gets an ELI5, a real definition, a school analogy, and products you already use. No prerequisites.

02

See how it connects

Interactive walkthroughs show how the concepts fit together — like following a robot through the full AI training process, step by step.

03

Go deeper when you're ready

Every topic has layers: a 90-second bite-size drop, a 5-minute interactive read, and a 15-minute deep dive. You choose the depth.

Ready to start?

The foundational vocabulary is free, interactive, and takes about 15 minutes. That's all the cache you need to get started.

Start with the VocabularyBack to Home