Ashley Nicholson's Recent LinkedIn Posts

The Rubik's Cube is secretly the same math problem your AI model solves every day. Solving a Rubik's Cube is not a puzzle: It's a graph problem with 43 quintillion nodes. The math is straightforward: Every cube arrangement is a "node." Every twist is an "edge" connecting nodes. Solving the cube means finding the…

Breaking: MIT just dropped 10 free AI courses. Zero cost. Full access. An Ivy League education: People need a structured path to learn AI. This allows you to move from core concepts to putting AI tools and systems into production. MIT just delivered exactly that: 1/ Introduction to Machine Learning: https://lnkd.…

Stop drowning in data. Start crafting stories that move markets: Here's why 82% of data initiatives fail: ↳ Not because of bad data, ↳ But because of horrible storytelling. The truth about data: ↳ Most metrics die in dashboards. ↳ Not from lack of value. ↳ But from lack of action. Your 3-step data activation fram…

The Rubik's Cube is secretly the same math problem your AI model solves every day. Solving a Rubik's Cube is not a puzzle: It's a graph problem with 43 quintillion nodes. The math is straightforward: Every cube arrangement is a "node." Every twist is an "edge" connecting nodes. Solving the cube means finding the…

99% of people learning AI Agents never ship one to production. Most people don't realize why: They stop at prompts instead of going all the way to production. Here's the truth: Building agents that actually work takes more than prompt engineering. Real agents need real infrastructure. This 3-level roadmap gets…

How to explain agentic AI to your leadership team: It's not one, single tool. It's layers of capability. Here are 5 levels that will determine who wins in 2026: 1/ Machine Learning: ↳ Turns data into decisions. ↳ Forecasts sales, detects fraud, and can predict churn. ↳ It can optimize pricing automatically. ↳ To…