About This Blog
The Four Girders Framework (4GF) as a concept —and then as a book— grew from decades of professional experience, countless conversations with students, and lessons learned on both sides of the desk. The purpose is to help students build not only a successful college experience, but also a durable foundation for a lifetime of learning. This blog is not necessarily an expansion of the book, but an attempt to entice reflection and application of the concepts presented in the book.
The content is organized under two main ongoing threads. Four Girders in Practice stays close to the framework itself — the real, specific things students experience. Learning in the AI Era tracks something newer and still unsettled — how to use these tools to build yourself instead of skip yourself.
A quick word on what this isn’t
You won’t find any technical discussion of AI here — how large language models work, the data they’re trained on, or the social and environmental debates surrounding them. That’s not an oversight. It’s outside my expertise, and it’s outside what this project is trying to do. I’m not an AI researcher or a technologist; I’m someone who has spent thirty years observing and reflecting on how students learn, with and without technology, and that’s the only ground I’m qualified to stand on.
The premise I start from is simpler than any of that, and I think it’s the honest one: almost everyone, students especially, is already using these tools, and will keep using them for the foreseeable future. Whether that’s good news or bad news isn’t really the question anymore. The question is what it does to learning, and to the specific work of building an academic life that actually holds up. That’s the only place I have anything useful to say, so it’s the only place I’m going to say it.
How This Blog Uses AI
I use AI tools when I write for this site, and I want to tell you exactly how, because the whole premise of the Four Girders Framework depends on treating these tools honestly. I’d be a fraud to treat them any less honestly with you.
Here’s the short version. AI helps me research, draft, and sharpen sentences. It does not decide what I believe, and it does not get the final word on anything published under my name.
Every post starts with something I’ve actually lived: a student I remember, a piece of research I trust, a pattern I’ve watched play out enough times to trust it. I use AI the way I tell students to use it in the book — to remove friction where the thinking doesn’t happen, never to replace the thinking where it does. It helps me track down a citation, test a rough paragraph against a clearer one, or catch a sentence that’s gone flat. It doesn’t get to decide what a piece argues.
Before anything publishes, I re-read it, check the source, and rewrite whatever doesn’t sound like me. Every piece follows strict editorial guidelines written by me. The review is not a formality. Drafts get sent back more than once before they’re close to ready, and some don’t survive the process at all. I hold the editorial responsibility for everything on this site.
The tool changed. What I’m willing to put my name behind didn’t.
I’m human, too. My book, my writing, my life are all living labs, not finished arguments. I make mistakes. When one turns up, I’ll acknowledge it, own it, and fix it.