Always on the Edge: From 4"×5" Negatives to VR Sketch to AI Co-Creation

In a time where information is boundless, credibility is often judged by visual indicators that appear to be evidence. Sometimes, though, a new tool comes along that not only changes what we can produce but also transforms our understanding of what is deemed real and rigorous, affecting who is taken seriously as the landscape evolves.

I've learned to recognize that moment by the sound it makes in a room: the quiet tightening when the old rules start to wobble.

1997: Large Format, New Scanners, and the First Precipice

In 1997, I went to Bennington College for my MFA in Photography (Studio Practice). Photography was on the edge of a precipice. New Agfa scanners were pulling information out of large-format negatives in ways that felt almost indecent to the purists, and digital cameras were beginning to make their debut.

I wanted to be ahead of the curve — not as a gimmick, but as a stance: to stay literate as the medium redefined itself.

So I took my 4"×5" negatives from my field camera, scanned them, and printed them at 4'×5', mounted and exhibition-ready for my final graduate exhibition. It was a difficult experiment for the purists — but a breakthrough for the adventurists. And looking back, what I remember isn't just the technology. It's the social weather around it: the way "craft" can sometimes become a gate, and how quickly innovation gets mistaken for disrespect.

The Pattern: New Tools Trigger Old Reflexes

This is the recurring tension on The Terrain. A new tool arrives and expands what's possible. Institutions and communities respond with anxiety disguised as standards. The debate becomes moral — "real" vs. "fake," "serious" vs. "lazy" — before it becomes practical.

This is where visual literacy and anti-intellectualism start to overlap. When a culture is stressed, method can begin to feel like threat. Expertise can start to look like theater. And new tools become an easy target — not because they lack value, but because they disrupt the comfort of established hierarchies.

2019: Using VR as a Design Tool — and Getting the Pushback

In 2019, I wanted to be ahead of the curve again — this time using VR as a design tool inside an immersive environment while pursuing my MLA & EP degree. The pushback was immediate and intense. At one point, a faculty member refused to put on the headset to view my work.

Sometimes resistance isn't about the tool at all — it's about refusing the evidence the tool makes visible.

That experience led me into research. The core question was blunt and practical: does VR in landscape architecture education enhance student knowledge of construction in a Design/Build studio? The findings pointed in a direction that felt obvious to anyone who has tried to think in 3D using only 2D surfaces. VR lets students visualize context, transitional spaces, and site-specific details in ways that drawings simply can't deliver. That's not a novelty claim. That's a literacy claim.

The Terrain Lesson: Seeing Is Not the Same as Reading

What I've learned across these tool shifts — darkroom to scanner, model to immersive VR — is that seeing isn't the same as reading. Visual literacy helps us decode what's in frame. Spatial intelligence helps us understand what the frame is doing. And critical thinking helps us resist the social forces that tell us not to look too closely.

This is why new tools become flashpoints: they don't just alter production. They alter what counts as proof.

Now: AI as the Next Tool — and the Next Test

Now, in 2026, AI has entered the studio and the classroom in a way that feels inevitable. And I see real potential — especially in art and design — if we treat AI less like an author and more like a co-creator, amplifier, simulator, and sketch partner.

Recent design research is already framing generative AI as a way to support designers across concept development, renderings, materials exploration, and broader ideation — less replacement, more augmentation. But there's a warning embedded in the moment: tools that accelerate output can quietly erode process. The real question isn't whether AI is "good" or "bad" — it's what kind of thinking it rewards, what kind it weakens, and what happens to discernment when production becomes effortless.

Anti-Intellectualism in the Studio

Every tool transition comes with a predictable narrative: "This isn't real work." "This is cheating." "You're skipping the fundamentals." Sometimes those critiques are valid. Sometimes they're a defense mechanism — fear of losing status masquerading as standards.

Anti-intellectualism doesn't always show up as anti-education. Sometimes it shows up as anti-method: a resistance to learning new literacies because learning threatens the identity built on old ones. And the cost isn't theoretical. The cost is that we stop experimenting in public. We stop prototyping ideas. We protect the map key and ignore the fact that the terrain has changed.

Terrain Lens: Reading New Tools

When you feel the cultural heat around a new tool — AI included — try this:

1.  What is this asking me to feel before I think?

2.  What problem does this tool actually solve — and for whom?

3.  What new errors does it introduce — hallucination, flattening, sameness, dependency?

4.  What does it make easier to see that was hard to see before?

5.  What skills become more important when this tool is used well?

6.  Where is the resistance coming from — craft, ethics, hierarchy, or fear?

7.  Is this inviting understanding — or offering permission to stop thinking?

Redrawing the Map, Again

In 1997, scanning large-format negatives felt like stepping off a ledge — and discovering there was ground on the other side. In 2019, working in VR revealed how much of design education still relies on translation: from 3D reality into 2D artifacts, and back again. Now AI is here — another precipice, another test of whether we can stay literate as the medium changes.

I'm not interested in replacing craft. I'm interested in expanding it.

→ Read the full research: Re-Envisioning Design Education Through the Lens of Virtual Reality

Where do you feel the newest "precipice" in your own creative practice right now — and what would it look like to approach it with curiosity instead of defense?