So, I think in second‑order systems thinking, then. Because the “I” is always subject to my calculations? Like, duh—otherwise how do I steer the work with good faith? First‑order thinking is for learning and observing: you treat the system as something out there, separate from you, like a field biologist crouched in a blind, convinced the egrets don’t know she’s watching. She notes every preen, every stab at a frog, and pretends her own heartbeat isn’t part of the data. Second‑order thinking is for the doing and changing part—you admit you’re inside the loop, that your questions re‑route the conversation and your breath fogs the lens. I thought this was obvious to everyone.

But if you want to improve your first‑order map, you must apply a second‑order intervention, then step back and draw a new first‑order picture. That’s the only sequence: observe, act, observe again. There is no way to do pure first‑order systems thinking and do work like journalism. Journalism requires a human hand choosing which door to knock on, which quote sits above the fold, which frame freezes a protest into a myth. A photographer who picks a 200mm lens over a 24mm has already planted her “I” inside the story; she has cropped the world before the shutter clicks. An editor who writes a prompt to steer an AI or a newsroom team pushes a cascade of human desire through what looks like a neutral pipe. You cannot escape it.

I’m not sure how to explain this more clearly. A person is their own “I”—that “I” is not static, and no matter how hard you try to quarantine second‑order from first‑order, it eventually bleeds through. You can’t put the observer in a separate room. Even when you think you’ve outwitted it, say by handing the work to machines, humans still touched those machines, designed them, calibrated their sensors, and decided what counts as an edge in a computer‑vision model. Their fingerprints are baked into the silicon. Second‑order leak again.

Institutions admit this by saying no system is immune to human bias. But no one unpacks what that means. They leave it as a safety label stuck on the outside of the black box, as if naming the ghost makes it polite.

Someone once tried to paraphrase me:

“So what you’re saying, I think, is this: first‑order and second‑order aren’t two kinds of thinking. They’re two phases of one process, and the process doesn’t have a stable resting state. You observe, you include yourself in what you observed, you observe again with the correction applied, and the correction itself changes you, so you need to include yourself again.”

You can actually just stop at “you observe.” That’s my whole point. The “I” in this equation is always there. You write the words. You write the prompts that steer the AI or the editorial team. You click the camera button. You edit the photo or have it edited according to your desires, and the crop, the color grade, the decision to lighten a shadow under an eye—all of that is the “I” tugging at the fabric.

And yet, first‑order reality does exist. It is a real thing. Take, for example, the path a lightning bolt chooses to take across the sky. What looks like a decision is physics doing what physics does: stepped leaders groping downward, charge differentials ionizing the air, the least‑resistance route snapping into light and heat without a self‑aware narrator saying here, not there. Or consider how a forest decided to grow and why—a pattern woven from seed rain, mycorrhizal bargains, light gaps, and windfall, no central committee, no architect’s blueprint, just countless local kisses of chemistry and chance. Those are first‑order things. How humans intermingle—the raw fact of who passes whom on a sidewalk, who shares a meal, who trades a rumor—that’s first‑order too, a mesh of observable events we can count and map without ever asking the participants what they think they’re doing.

Any agent, though, is capable of second‑order systems thinking by the very nature of being an agent. To act is to insert yourself into the system and change it. You cannot pluck a string and pretend your fingers aren’t part of the music. And once you feel that, you can’t stop seeing the “I” that adjusts the frame, the “I” that edits the transcript, the “I” that writes the prompt—always already there, always already steering, even when you believe you’re only observing. That isn’t a flaw. It’s the engine.