As I’ve now argued in three books and numerous columns and articles, I imagine that we must always view our work as writers via the lens of a apply: the talents, data, attitudes and habits of thoughts of a practitioner.
Gathered collectively, and dealing in interrelated methods, it’s these parts of a apply that permit us to finish the labor of writing, producing written artifacts that fulfill the necessities of a rhetorical state of affairs involving an viewers connected to a necessity for the writing.
One of many hardest elements about educating writing is that one of many key parts of a author’s apply—habits of thoughts—is nearly unattainable to evaluate from the surface.
Two college students can flip in almost an identical artifacts, but it surely’s fully attainable that solely one among them is creating the habits of thoughts that result in continued progress. If one pupil is following prescribed templates and, basically, filling within the blanks, whereas one other is discovering the strikes crucial to satisfy the event via shut examine and consideration of the rhetorical state of affairs, it’s only the latter who’s creating a robust and adaptable writing apply.
Habits of thoughts are how we do our considering as we plan, analysis, draft, revise, edit and polish our writing. With a view to assess progress in these areas, I requested college students to mirror on their practices after every accomplished project, utilizing two questions: 1. What have you learnt now that you just didn’t know earlier than? And a couple of. What are you able to do now that you just couldn’t do earlier than?
The objective is to make these habits of thoughts extra seen to the scholars themselves, so that they have a greater meta-awareness of their very own practices. One of many extra challenges relating to the constructing of a apply is that, over time, if one’s habits of thoughts are creating nicely, they grow to be more and more invisible to the practitioner even when being put to make use of, a.ok.a. a behavior.
In college improvement workshops, I usually ask these consultants to mirror on and unpack the totally different parts of the apply after which discover when and how they discovered these items and to contemplate whether or not or not what they had been asking college students to do and the way college students had been doing these items was serving to them develop their practices.
As I additionally usually say in these books and articles, it’s not solely writers who’ve a apply. Primarily any exercise or occupation that requires a mix of those parts could be seen via the lens of a apply. In Why They Can’t Write: Killing the 5-Paragraph Essay and Different Requirements, I analogize writers to cooks and discover important overlaps of their practices. Docs have practices, legal professionals have practices, musicians, academics, woodworkers, private assistants, researchers, nurses, therapists, engineers, all have practices consisting of abilities, data, attitudes and habits of thoughts.
I imagine it’s this area of habits of thoughts that’s maybe the separator between totally different ranges of experience inside an space of apply—and never coincidentally an important car for creating one’s habits of thoughts is expertise. The extra you do, the extra , and the extra what could be deployed to form your habits of thoughts.
My journey as a author is strong proof of this, however even that journey pales compared to educating, the place I really went from one of many world’s least competent composition instructors to somebody who’s now thought of, by some, as an authority on these points. Sure, I learn and studied and thought, however largely I did it, working the issue of educating college students how one can write over a few years, constructing my expertise and, in flip, my experience.
Introducing automation right into a apply inevitably alters the practitioner’s habits of thoughts and adjustments the expertise. Some imagine that the potential for “cognitive offloading” that LLM automation could allow could possibly be a profit to people, releasing them as much as do the “necessary” work.
I’m a skeptic on this entrance, or at the least a skeptic that we’ll know what the “necessary” work is with out quite a lot of trial and error and deep consideration of what we imply by this phrase “necessary.”
One space the place that is turning into more and more clear is the apply of medication, as illustrated by an extended and considerate piece by Helen Ouyang, a professor and physician of emergency medication, revealed at The New York Occasions Journal.
Ouyang examines the apply of medication via the evolution of the physician’s medical notes (or “charts”), the summaries they write reflecting the conversations with sufferers and their working via of extra diagnostics on their strategy to a remedy plan.
Ouyang traces the origin of the chart to the Nineteenth-century rise of hospitals the place the clinician’s notes grew to become a part of the medical file. Within the Sixties, the construction of the word was formalized by Lawrence Reed at Case Western Reserve College, who codified the SOAP plan. S is “subjective,” what the affected person experiences. O is “goal,” what’s noticed or measured by the doctor. A and P are “evaluation” and “plan,” the conclusion drawn from the subjective and goal knowledge after which the following steps ahead.
AI scribes that can file after which summarize the interactions between physician and affected person are one of many earliest generative AI purposes to see comparatively widespread adoptions. I wrote about them in my guide Extra Than Phrases (first revealed in 2025), which means they’d’ve been sufficiently in use to garner public discover in 2024.
The need for this type of offloading to automation is clear and comprehensible: Charting is vastly time-consuming, appears to be a chunk of bureaucratic enterprise that could possibly be outsourced, and any time spent dictating or typing a word is time not spent with sufferers. Automation may, in concept, unlock time for the extra significant work.
Ouyang was hardly involved by the potential shift to AI scribes, seeing them “because the pure subsequent step on this lengthy evolution of the medical file.” The physician’s position “appeared easy: learn the [AI] draft, right what was flawed, signal it. So quick, really easy.”
However she says this course of “started to discomfit me” as she realized that she had eradicated a chance to assume via her affected person’s state of affairs, now not sorting via the fabric for which means, however as an alternative, checking one thing that “had already been made for me.”
What she found was music to my ears, as somebody who has been beating this drum for, nicely, fairly a while: Writing is considering. Ouyang says, “Over time, although, I’ve come to see how a lot of my very own considering had been sure up with the writing course of itself.”
She goes on to notice how the presence of the AI scribe alters different elements of the physician’s job, together with how they work together with sufferers. Her particular person apply had been disrupted. The broader apply of medication is being reordered, all with out what appears to be the required consideration of what these adjustments could imply to docs, sufferers and hospitals.
Effectivity has been privileged over every part else, however effectivity alone just isn’t a measurement of high quality, definitely not in training, nor in well being care.
Ben Gooch, a basic apply physician within the U.Ok., skilled an analogous phenomenon with AI scribes, remarking on a follow-up go to with a beforehand seen affected person, “I sat right down to overview a affected person I had seen six weeks beforehand. I learn the word. It was correct. It was complete. It contained no factual errors that I may determine. And I didn’t acknowledge it.” Gooch acknowledged that within the title of velocity he’d misplaced contact with that which was most significant to his apply—his data of his sufferers, captured via interplay and the reflective apply of writing a medical word.
The excellent news is that these are two considerate professionals who had the wherewithal to acknowledge the way in which that their practices had been distorted in ways in which threatened to marginalize their experience as a part of the general course of.
What occurs when pupil docs (or legal professionals, or academics, or what have you ever) have by no means discovered the habits of thoughts that underpin the experience tied to those practices? Ouyang experiences that third-year medical college students at Johns Hopkins will now not be writing notes throughout their shifts, as an alternative counting on AI scribes.
It’s attainable that AI scribes could be built-in right into a apply that also values that reflective considering that Ouyang and Gooch see as central to their work, however these investigations don’t appear to be taking place.
Possibly AI is the way forward for work, but when that future goes to intentionally sideline an important cognitive contributions of people, what are we doing right here?
