AI and the Ecological Accomplishment of Literacy
“While contemporary discussions often focus on what we read or how we teach reading, the deeper truth is that literacy itself is an astonishingly fragile achievement.”

[detail of photo from Open Circuits by Windell Oskay and Eric Schlaepfer]
He says:
Widespread literacy… is not a natural baseline but a costly ecological accomplishment. It depends on sustained, large-scale societal investment in both cultivation and maintenance. If that investment falters—or if new modes of communication arise that are less cognitively demanding and more closely aligned with our oral-auditory predispositions—then this hard-won literate ecology can erode rapidly.
In other words, mass literacy is not simply a skill that might fade. It is a complex cognitive adaptation—difficult to build, easy to displace—and, if outcompeted, literacy may once again become the province of a specialized elite.
The competition between literacy and its alternatives can be understood, Mullen says, in terms of “affordances” (what a technology enables us to do), its “costs” (what it takes to adopt the technology), and its downstream “effects”:
Historically, we accepted literacy’s steep training cost because it offered a unique bundle of symbolic affordances: durable storage, precise retrieval, spatialization, and combinability. These were not luxuries— they were prerequisites for disciplines like law, science, literature, and philosophy.
Now, AI-mediated oral-auditory systems provide many of those same affordances—cloud memory, instant query, spatialized workspaces, speech-to-anything translation—at a fraction of the acquisition cost. We do not need ten years of schooling to learn to ask a language model, by voice, to store or retrieve language.
If new media outperform text on primary utility, ordinary selection pressure may displace literacy from its cultural and cognitive niche. But while these systems may replicate many of the affordances of textuality, their effects may be fundamentally different. And when it comes to literacy, it is precisely the secondary and tertiary effects that carry disproportionate value.
These effects include recursive empathy, long-horizon abstraction, disciplined counterfactual reasoning, interiority, and the capacity to entertain multiple perspectives over time. They emerge slowly, through sustained symbolic engagement. They are difficult to measure, easy to overlook, and prone to erosion when unattended.
To be clear about the mechanism: our society selects for the affordances of a medium—speed, ease, efficiency—not for its effects. And it is the effects of literacy that hold its civilizational value. This is the critical point: those deep cognitive and ethical capacities are not being selected for. They are not easily monetized or optimized. They rarely register on the dashboards that guide decision-making.
He goes on to discuss some of the “strategic questions” this analysis raises.
Read the whole piece here.
Sounds right to me, especially points #2 and 3 in the first numbered list and point #1 in the second numbered list. I’m not sure the points the author labels as “largely absent from todays’ conversation” are absent quite as largely as we are meant to think, although there’s a lot of wiggle room with that language, and I’m not sure the conclusions drawn from them are particularly novel either, but I look forward to seeing where the author goes with this, since they mention more is coming soon. I’m not sure there’s any realistic solution to be found, but I’m waiting with bated breath because I hope that I’m wrong about this!
I also wasn’t familiar with the story of the Hartford high school graduate who can’t read or write. That’s a very unfortunate situation and I hope it’s an unusual case, but I really have no clue. The discussion at the end of the article about budget shortfalls and understaffing and so on suggests maybe other students are being let down in similar ways. If I were at University of Connecticut-Hartford and one of my incoming students could not read or write I don’t know what I would or could do for them. I teach students to “read” philosophy but all of my teaching is predicated on the notion that they are at least moderately literate and it would require a serious rethinking of my courses if I couldn’t take that for granted.
Neal Stephenson’s novel Anathem explores a future world where mass literacy has lapsed (and there are many things philosophers might find of interest in this novel, including some exploration of ideas from Edmund Husserl and David Lewis).
I second the recommendation to read Anathem! It’s one of my favorite novels and will appeal to those with a penchant for well-written sci fi. I’m tempted to return to it again in this age of rapidly developing AI.
Adam Roberts’ recent “Lake of Darkness is another sci fi novel that takes place in a world where almost everyone is innumerate and illiterate and relies on AI to do all the boring work. A writer I quite like, Phil Christman described it as a “world where people use AI in all the ways Sam Altman says we will.” The ways that doing that infantalizes the citizens of this utopia is one of the main themes of the book. Roberts claims the book was inspired by Deleuze’s “The Fold.” I don’t know Deleuze well enough to comment on that directly but he has another couple of novels “The Thing Itself” and “The This” that riff on Kant and Hegel respectively and I do know enough to say he gets them right. “The Thing Itself” is especially good.
Hi Sam, can you share the source of Phil Christman’s quote? Thanks.