Why Are You Paying Thousands for “No-Code AI” Courses?

Serious question. If modern AI tools can: • Explain machine learning concepts in real time • Walk you step-by-step through building models • Debug your thinking • Compare…

STEM Is Not a Trend. It Is Structural.

Two recent National Science Board reports from the National Center for Science and Engineering Statistics make one thing very clear: STEM now represents the core engine of the…

Will AI Replace Teachers? Or Will Teachers Become Agent Principals?

As I continue my doctoral research in AI-Augmented Exploratory Learning, I keep coming back to the elephant in the room: If AI can build statistical models, explain regression,…

It’s the end of human software engineering, and I feel fine.

It’s the end of human software engineering, and I feel fine. Yes, that’s a nod to R.E.M. But I am not joking. Over the last 72 hours: •…

Moving from “Know-it-all” AI to “Source-Grounded” AI 🎓

I recently noticed that Google’s NotebookLM is now integrated into the Gemini Advanced subscription. As I dive deeper into the tools shaping our field, the distinction between a…

Premature Platformization and the Failure of AI-Augmented Learning in Higher Education

Higher education is moving very quickly to adopt generative AI platforms, dashboards, and tools. In many cases, institutions are committing real money, faculty time, and instructional redesign before…

AI Learning Is Happening Off the LMS and Most Institutions Are Not Ready

I completed a final paper for EDU 842 Mobile Learning on how students use mobile AI tools during moments of uncertainty or quick clarification. What stood out was…

Building a model I never thought I’d build.

I haven’t posted to in a while because I spent the last two weekends (and most days in between) building a multi-model sports analytics system with an LLM,…

Mod 2: We finished the tool — and spun up an app on Replit

Over the last sprint I used an LLM to refactor and fine-tune our real-estate rent-estimation engine. The result is a cleaner, deterministic progression that’s easier to reason about…

Mod 1: From Pseudocode → Working Investor Tool (and what we’ll fix in Mod 2)

🎥 The full walkthrough video is embedded below. Today I shipped Mod 1 of a one-file program called investor_tool.py. In plain English, it: Reads two spreadsheets (actives +…