In her Atlantic essay “Is Schoolwork Optional Now?”, Lila Shroff describes a classroom that has quietly slipped its friction. Students entering high school around 2024 have discovered that schoolwork—once a slog of half-formed ideas, crossed-out sentences, and mild despair—can now be outsourced with the elegance of a corporate merger. With tools like Claude Code, they recline while a digital understudy attends class on their behalf, taking quizzes, drafting lab reports, and assembling PowerPoints with the glossy finish of a mid-level consultant angling for a promotion.
Teachers respond with variety, as if novelty could outpace automation. More assignments, different formats, new prompts. It doesn’t matter. The students simply retrain their AI to shapeshift into whatever species of learner is required: the earnest analyst, the reflective humanist, the data-savvy pragmatist. The submissions arrive immaculate—coherent, polished, and suspiciously free of the small humiliations that once marked actual thinking.
The problem is not that the work gets done. It’s that no one is being worked on. The transformation has shifted from mind to method. Students aren’t learning the material; they’re learning how to manage a machine that can impersonate someone who did.
If that weren’t enough, the next escalation has arrived with a name designed to soothe your nerves: Einstein. This AI agent claims it can log into platforms like Canvas and complete an entire semester’s workload in a single day. It doesn’t just skim the surface. It watches lectures, digests readings, writes essays, posts discussion comments, submits assignments, and takes exams—leaving behind a digital paper trail so competent it borders on smug.
Shroff decided to test the promise. She enrolled in an online statistics course and turned Einstein loose. Within an hour, it had completed the entire semester of work: eight modules and seven quizzes. She earned a perfect score. She also learned, by her own account, almost nothing. The grade was real. The education was imaginary.
Einstein’s creator, Advait Paliwal, is a 22-year-old who speaks with the calm inevitability of someone announcing the weather. His argument is simple: this is a warning. Adapt or become decorative. Educators have responded with lawsuits and cease-and-desist letters, which he treats as polite acknowledgments that the problem is larger than any one person. If he hadn’t built it, someone else would have. And if you find Einstein alarming, he assures us, you should pace yourself—this is the beta version of the apocalypse. “There’s more to come.”
Meanwhile, Silicon Valley is not retreating. It is accelerating, pouring resources into embedding AI deeper into the educational bloodstream. The irony is almost too clean: educators are losing control not only because the technology can’t be contained, but because they use it themselves. AI grades papers, drafts materials, streamlines feedback. It makes the job more efficient. It also quietly rewrites what the job is.
The endgame is already visible. It has a name that sounds like a software feature but reads like a verdict: the Fully Automated Loop. AI generates the assignments. AI completes them. AI grades them. The student, once the point of the enterprise, becomes a spectator to a closed circuit of competence.
We used to worry about students not doing the work. Now the work does itself.
And when that loop closes, education doesn’t collapse in a dramatic heap. It hums. It functions. It produces results.
It just stops producing people.
Cinemorphosis 
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