Cinemorphosis

Tag: ai

  • Lecture Drift Syndrome and the Vanishing Classroom

    Lecture Drift Syndrome and the Vanishing Classroom

    My students have been reporting a peculiar academic phenomenon: the two-hour class that contains no discernible lesson. In its place stands a performer—a professor intoxicated by the belief that a self-indulgent monologue is effective teaching. Convinced they possess the sacred “gift of gab,” they proceed to use it like a leaf blower in a library.

    And gab they do.

    They narrate their dreams with the seriousness of a Jungian symposium, decoding every symbol as if the subconscious were filing quarterly reports. They recount contractor disputes with the dramatic tension of courtroom testimony. They offer serialized updates on family feuds, restaurant conquests, tropical vacations, and medical procedures so vivid they border on malpractice to describe. They even resurrect their collegiate glory days, in which they allegedly outwitted professors and classmates alike—a mythos delivered with the confidence of a man who has never been fact-checked.

    Meanwhile, the classroom undergoes a quiet evacuation.

    Not physically—students remain seated, dutiful, nodding at appropriate intervals—but cognitively, the room is abandoned. One student is deep into a novel. Another is solving calculus proofs. Several are toggling between sports highlights and sports betting apps, hedging their attention the way day traders hedge risk. Text messages fly. Homework from other classes gets completed. What was scheduled as instruction has been repurposed into a supervised study hall with a live podcast no one asked to attend.

    The professor, of course, notices none of this.

    This is the defining pathology: two monumental blind spots. First, the inability to recognize that the monologue is not merely irrelevant but actively draining—an intellectual sedative administered over two uninterrupted hours. Second, the delusion that presence equals engagement, that a room full of bodies must also be a room full of minds.

    It is neither.

    What we are witnessing is an academic epidemic: Lecture Drift Syndrome. A condition in which a class session slowly detaches from its stated purpose and floats into the open sea of anecdote, confession, and self-display. The syllabus becomes a relic. Time warps—two hours pass, yet nothing has been learned. Themes dissolve. Structure collapses. The lecture doesn’t end so much as it dissipates.

    In the end, the classroom is no longer a site of instruction.

    It is a stage occupied by one man talking—and thirty students elsewhere.

  • Acid-Washed Jeans and Artificial Intelligence: The Rise and Fall of Instant Cool

    Acid-Washed Jeans and Artificial Intelligence: The Rise and Fall of Instant Cool

    I have a confession that belongs in the Museum of Bad Decisions: I wore acid-washed jeans in the 80s. Not casually. Not ironically. I wore them to teach college writing at twenty-four, convinced I was the cool professor—the kind of man who could annotate a thesis statement and headline a Duran Duran video without changing outfits.

    The problem, of course, is that everyone thought they were that guy. Acid-washed jeans thrived because they delivered instant mythology. You looked like you had lived—hard, fast, dangerously—when in reality you had simply survived a trip to the mall. They were rebellion by chemical treatment, authenticity by rinse cycle. For a brief, glittering moment, that illusion worked. But illusions collapse under mass adoption. When everyone looks distressed, no one looks interesting. The jeans had nowhere to go; they began at maximum volume and stayed there, screaming. Eventually, the culture regained its hearing, glanced downward, and realized it had dressed itself like survivors of a denim-related explosion. Acid wash didn’t fade—it was exiled.

    I think about that rise and fall when I look at my students’ shifting attitude toward AI. In 2022, AI arrived like those jeans: a miracle fabric promising salvation from drudgery, writer’s block, and the existential dread of the blank page. It offered pre-fabricated brilliance—the intellectual version of showing up to the gym already sweating. Students embraced it with the same breathless certainty that this time, finally, the shortcut would make them exceptional.

    Now? They roll their eyes. They call it cringey.

    What changed is not the technology but the perception of authenticity. Factory-installed insight, like factory-installed distress, has become suspect. My students are not naïve; they have finely tuned detectors for fraud. They live in a world saturated with performance—the influencer selling a life they don’t live, the hollow expert recycling borrowed ideas, the unprepared instructor filling class time by sharing his dreams and domestic dramas while they politely tune him out and read Tolstoy’s War and Peace or the entire oeuvre of J.K. Rowling. 

    AI, at its worst, slots neatly into that ecosystem. It produces language that sounds like thinking without the inconvenience of actually thinking. And my students can hear the hollowness.

    This does not mean AI is useless. At its best, it belongs alongside Word, Google Docs, and Grammarly—a tool, not a personality. But tools do not build a self. They do not generate voice, conviction, or the slow accumulation of insight that makes writing worth reading. Lean on them too heavily, and the result isn’t mastery—it’s dependency dressed up as efficiency.

    My students understand this. That’s why the fever has broken. The early hype—the belief that AI would function as a kind of intellectual superpower—has lost its grip. The spell didn’t shatter because AI failed. It shattered because people learned to recognize the difference between something that helps you think and something that pretends to think for you.

    Acid-washed jeans didn’t disappear because denim stopped working. They disappeared because people grew embarrassed of the shortcut.

    AI isn’t going anywhere.

    But the illusion that it can make you interesting just by wearing it?

    That’s already out of style.

  • The Semester When Students Got Tired of AI Slop

    The Semester When Students Got Tired of AI Slop

    My critical thinking class this spring has produced something I have not seen in several years: essays that sound like they were written by human beings.

    The first two mini-essays show almost no signs of AI cheating. Students wrote about the theme of “optimization without integration” in the Black Mirror episode “Joan Is Awful,” and about toxic positivity and infantilization in “Rachel, Jack, and Ashley Too.” These are not easy concepts. Yet the writing has been thoughtful, uneven in places, occasionally clumsy—in other words, unmistakably human.

    Part of the explanation lies in the design of the assignments. I structured them as hybrids. Students begin with a single analytical paragraph about the episode itself. Then they pivot and connect the theme to their own lives. The second step is the key. AI can summarize television episodes all day long, but it has a harder time fabricating the peculiar messiness of someone’s actual life.

    But the assignments alone do not explain the shift.

    Conversations with students suggest something more interesting is happening: they are tired of AI. Not ethically troubled, not philosophically conflicted—simply exhausted. They complain about what they call AI slop: bloated paragraphs that say everything and mean nothing, prose that sounds like a motivational speaker trapped inside a thesaurus.

    They are burned out on the smooth, inflated voice of the machine.

    What they seem to want instead is something refreshingly primitive—authentic expression. The Black Mirror episodes help. The themes are sharp, strange, and slightly disturbing, which gives students something real to react to. They also appreciate that the assignments are short—well under 1,000 words. These essays function as warm-ups before the larger research papers later in the semester.

    The result, at least so far, is encouraging.

    After four years of watching AI creep into every corner of student writing, I may be seeing the beginning of a recalibration. Students appear to be treating AI less like a magic genie that produces instant essays and more like what it actually works best as: a tool for editing and cleanup.

    I could be misreading the moment. Trends in education are famous for evaporating the second you start feeling optimistic.

    But for now, the classroom sounds different.

    The paragraphs have fingerprints on them again.

  • The Sweet Tooth Age: How We Traded Depth for Dopamine

    The Sweet Tooth Age: How We Traded Depth for Dopamine

    In “The Orality Theory of Everything,” Derek Thompson makes a striking observation about human progress. One of civilization’s great turning points was the shift from orality to literacy. In oral cultures, knowledge traveled through speech, storytelling, and shared memory. Communication was social, flexible, and immediate. Literacy changed everything. Once ideas could be recorded, people could think alone, think slowly, and think deeply. Writing made possible the abstract systems—calculus, physics, modern biology, quantum mechanics—that underpin the technological world. The move from orality to literacy didn’t just change communication. It changed the human mind.

    Now the concern is that we may be drifting in the opposite direction.

    As social media expands, sustained reading declines. Attention fragments. Communication becomes faster, louder, and more performative. Thompson explored this shift in a conversation with Joe Weisenthal of the Odd Lots podcast, who draws heavily on the work of Walter Ong, the Jesuit scholar who wrote Orality and Literacy. Ong’s insight was simple but profound: when ideas are not recorded and preserved, people think differently. They rely on improvisation, memory shortcuts, and conversational instinct. But when ideas live in texts—books, essays, archives—people develop interiority: the capacity for reflection, precision, and layered analysis.

    It would be too simple to say we now live in a post-literate society. We still read. We still write. But the cognitive environment has changed. Our brains increasingly gravitate toward information that is fast, simplified, and emotionally stimulating. The habits required for what Cal Newport calls “deep work” now feel unnatural, even burdensome.

    A useful analogy is food. Literacy is like preparing a slow, nutritious meal. It requires time, effort, and attention, but the nourishment is real and lasting. The current media environment offers something else entirely: intellectual candy. Quick hits. Bright packaging. Strong flavor. Minimal substance. We have entered what might be called the Sweet Tooth Age—a culture that prefers pre-digested, entertaining fragments of ideas over sustained, solitary engagement. The concepts may sound serious, but they arrive in baby-food form: softened, sweetened, and stripped of complexity.

    After forty years of teaching college writing, I’ve watched this shift unfold in real time. In the past six years especially, many instructors have adjusted their expectations. Reading loads have shrunk. Full books are assigned less often. In an effort to get authentic, non-AI responses, more teachers rely on in-class writing. Some have abandoned homework entirely and grade only what students produce under supervision.

    This strategy has practical advantages. It guarantees original work. It keeps students accountable. But it also reflects a quiet surrender to the Sweet Tooth Age. The modern workplace—the environment our students are entering—runs on the same quick-cycle attention economy. Their exposure to slow thinking may be brief and largely confined to the classroom. When they transition to their careers, they may find that on-demand writing is no longer required or relevant. 

    Not just education but politics and culture are being swept by this new age of dopamine cravings. The Sweet Tooth Age carries a cost, and the bill will come due.

    The content that wins in the attention economy is not the most accurate or thoughtful. It is the most stimulating. It is colorful, simplified, emotionally charged, and designed to produce a quick surge of interest—what the brain experiences as a dopamine reward. But reacting to stimulation is not the same as thinking. Performance is not analysis.

    Performance, in fact, is the preferred tool of the demagogue.

    When audiences lose the habit of slow reading and critical evaluation, they become vulnerable to what might be called Kayfabe personalities—figures who are larger than life, theatrical, and emotionally compelling, but who operate more like entertainers than honest brokers. The message matters less than the performance. Complexity disappears. Nuance becomes weakness. Certainty, outrage, and spectacle take center stage.

    In such an environment, critical thinking doesn’t merely decline. It becomes a competitive disadvantage.

    This is why the Sweet Tooth Age is more than an educational concern. It is a political and cultural risk. A public trained to consume stimulation rather than evaluate evidence becomes easy to mobilize and difficult to inform. Emotion outruns judgment. Identity replaces analysis. The center—built on patience, evidence, and compromise—struggles to hold.

    When literacy weakens, the consequences do not remain confined to the classroom.

    They spread outward—into public discourse, institutional trust, and civic stability. The shift back toward orality is not simply a change in media habits. It is a shift toward immediacy over reflection, reaction over reasoning, spectacle over substance.

    And when a culture begins to prefer performance to thought, chaos is not an accident.

    It is the logical outcome.

  • Obsolescence With Benefits: Life in the Age of Being Unnecessary

    Obsolescence With Benefits: Life in the Age of Being Unnecessary

    Existential Redundancy is what happens when the world keeps running smoothly—and you slowly realize it no longer needs you to keep the lights on. It isn’t unemployment; it’s obsolescence with benefits. Machines cook your meals, balance your passwords, drive your car, curate your entertainment, and tuck you into nine hours of perfect algorithmic sleep. Your life becomes a spa run by robots: efficient, serene, and quietly humiliating. Comfort increases. Consequence disappears. You are no longer relied upon, consulted, or required—only serviced. Meaning thins because it has always depended on friction: being useful to someone, being necessary somewhere, being the weak link a system cannot afford to lose. Existential Redundancy names the soft panic that arrives when efficiency outruns belonging and you’re left staring at a world that works flawlessly without your fingerprints on anything.

    Picture the daily routine. A robot prepares pasta with basil hand-picked by a drone. Another cleans the dishes before you’ve even tasted dessert. An app shepherds you into perfect sleep. A driverless car ferries you through traffic like a padded cell on wheels. Screens bloom on every wall in the name of safety, insurance, and convenience, until privacy becomes a fond memory you half suspect you invented. You have time—oceans of it. But you are not a novelist or a painter or anyone whose passions demand heroic labor. You are intelligent, capable, modestly ambitious, and suddenly unnecessary. With every task outsourced and every risk eliminated, the old question—What do you do with your life?—mutates into something colder: Where do you belong in a system that no longer needs your hands, your judgment, or your effort?

    So humanity does what it always does when it feels adrift: it forms support groups. Digital circles bloom overnight—forums, wellness pods, existential check-ins—places to talk about the hollow feeling of being perfectly cared for and utterly unnecessary. But even here, the machines step in. AI moderates the sessions. Bots curate the pain. Algorithms schedule the grief and optimize the empathy. Your confession is summarized before it lands. Your despair is tagged, categorized, and gently rerouted toward a premium subscription tier. Therapy becomes another frictionless service—efficient, soothing, and devastating in its implication. You sought human connection to escape redundancy, and found yourself processed by the very systems that made you redundant in the first place. In the end, even your loneliness is automated, and the final insult arrives wrapped in flawless customer service: Thank you for sharing. Your feelings have been successfully handled.

  • Optimized to Death: When Improvement Outruns Personal Growth

    Optimized to Death: When Improvement Outruns Personal Growth

    Optimization without integration produces a lopsided human being, and the AI age intensifies this distortion by overrewarding what can be optimized, automated, and displayed. Systems built on speed, output, and measurable performance train us to chase visible gains while starving the slower capacities that make those gains usable in real life. The result is a person who can execute flawlessly in one narrow lane yet falters the moment the situation becomes human—ambiguous, emotional, unscripted. The body may be sculpted while the self remains adolescent; the résumé gleams while judgment dulls; productivity accelerates while meaning evaporates. AI tools amplify this imbalance by making optimization cheap and frictionless, encouraging rapid improvement without requiring maturation, reflection, or integration. What emerges is not an unfinished person so much as an unevenly finished one—overdeveloped in what can be measured and underdeveloped in what must be lived. The tragedy is not incompetence but imbalance: strength without wisdom, speed without direction, polish without presence. In an age obsessed with optimization, what looks like progress is often a subtler form of arrested development.

    To encourage you to interrogate your own tendencies to achieve optimization without integration, write a 500–word personal narrative analyzing a period in your life when you aggressively optimized one part of yourself—your body, productivity, grades, skills, image, or output—while neglecting the integration of that growth into a fuller, more functional self.

    Begin by narrating the specific context in which optimization took hold. Describe the routines, metrics, sacrifices, and rewards that drove your improvement. Use concrete, sensory detail to show what was gained: strength, speed, recognition, efficiency, status, or validation. Make the optimization legible through action rather than abstraction.

    Then pivot. Identify the moment—or series of moments—when the imbalance became visible. What failed to develop alongside your optimized trait? Social competence? Emotional maturity? Judgment? Confidence? Meaning? Show how this lack of integration surfaced in a lived encounter: a conversation you couldn’t sustain, an opportunity you mishandled, a relationship you sabotaged, or a realization that exposed the limits of your progress.

    By the end of the essay, articulate what optimization without integration cost you. Do not reduce this to a moral lesson or self-help platitude. Instead, reflect on what this experience taught you about human development itself: why improving a single dimension of the self can create distortion rather than wholeness, and how true growth requires coordination between capacity, character, and context.

    Your goal is not confession or nostalgia but clarity. Show how a life can look impressive on the surface while remaining structurally incomplete—and what it takes to move from optimization toward integration.

    Avoid clichés about “balance” or “being well-rounded.” This essay should demonstrate insight through specificity, humor, and honest self-assessment. Let the reader see the mismatch before you explain it.

    As a model for the assignment, consider the following self-interrogation—a case study in optimization gone feral and integration nowhere to be found.

    At nineteen, I fell into a job at UPS, where they specialized in turning young men into over-caffeinated parcel gladiators. Picture a cardboard coliseum where bubble wrap was treated like a minor deity and the only sacrament was speed. My assignment was simple and brutal: load 1,200 boxes an hour into trailer walls so tight and elegant they could’ve qualified for Olympic Tetris. Five nights a week, from eleven p.m. to three a.m., I lived under fluorescent lights, sprinting on concrete, powered by caffeine, testosterone, and a belief that exhaustion was a personality trait. Without meaning to, I dropped ten pounds and watched my body harden into something out of a comic book—biceps with delusions of automotive lifting.

    This mattered because my early bodybuilding career had been a public embarrassment. At sixteen, I competed in the Mr. Teenage Golden State in Sacramento, smooth as a marble countertop and just as defined. A year later, at the Mr. Teenage California in San Jose, I repeated the humiliation, proving that consistency was my only strength. I refused to let my legacy be “promising kid, zero cuts.” Now, thanks to UPS cardio masquerading as labor, I watched striations appear like divine handwriting. Redemption no longer seemed possible; it felt scheduled.

    So I did what any responsible nineteen-year-old bodybuilder would do: I declared war on carbohydrates. I starved myself with religious fervor and trained like a man auditioning for sainthood. By the time the 1981 Mr. Teenage San Francisco rolled around at Mission High School, I had achieved what I believed was human perfection—180 pounds of bronzed, veined, magazine-ready beefcake. The downside was logistical. My clothes no longer fit. They hung off me like a visual apology. This triggered an emergency trip to a Pleasanton mall, where I entered a fitting room that felt like a shrine to Joey Scarbury’s “Theme from The Greatest American Hero,” the soundtrack of peak Reagan-era delusion.

    While changing behind a curtain so thin it offered plausible deniability rather than privacy, I overheard two young women working the store arguing—audibly—about which one should ask me out. Their voices escalated. Stakes rose. I imagined them staging a full WWE brawl among the racks: flying elbows, folding chairs, all for the right to split a breadstick with me at Sbarro. This, I thought, was the payoff. This was what discipline looked like.

    And then—nothing. I froze. I adopted an aloof, icy expression so effective it could’ve extinguished a bonfire. The women scattered, muttering about my arrogance, while I stood there in my Calvin Kleins, immobilized by the very attention I had trained for. I had optimized everything except the part of me required to be human.

    For a brief, shimmering window, I possessed the body of a Greek god and the social competence of a malfunctioning Atari joystick. I looked like James Bond and interacted like a background extra waiting for direction. Beneath the Herculean exterior was a hollow shell—a construction site abandoned mid-project, rusted scaffolding still up, a plywood sign nailed crookedly to the entrance: SORRY, WE’RE CLOSED.

  • The Sleepwalking Student: Why Friction, Not Optimization, Reawakens Learning

    The Sleepwalking Student: Why Friction, Not Optimization, Reawakens Learning

    Academic Anhedonia is what it feels like to keep advancing through your education while feeling absolutely nothing about it. The assignments get done. The rubrics are satisfied. The credentials inch closer. And yet curiosity never sparks, pride never arrives, and learning registers as a faint neurological hum—like an appliance left on in another room. You move forward without momentum, effort without appetite. AI language machines make this easier, smoother, quieter. The result is not rebellion but compliance: efficient, bloodless, and hollow.

    When I started teaching college writing in the 1980s, this condition didn’t exist. Back then, I suffered from a different affliction: the conviction that I was destined to be the David Letterman of higher education—a twenty-five-year-old irony specialist armed with a chalkboard, a raised eyebrow, and impeccable timing. For a while, the bit landed. A well-placed joke could levitate a classroom. Students laughed. I mistook that laughter for learning. If I could entertain them, I told myself, I could teach them. For two decades, I confused engagement with applause and thought I was winning.

    That illusion began to crack around 2012. Phones lit up like votive candles. Attention splintered. Students weren’t bored; they were overclocked—curating identities, performing themselves, measuring worth in metrics. They ran hot: anxious, stimulated, desperate for recognition. Teaching became a cage match with the algorithm. Still, those students were alive. Distracted, yes—but capable of obsession, outrage, infatuation. Their pulses were fast. Their temperatures high.

    What we face now is colder. Around 2022, a different creature arrived. Not overstimulated, but under-responsive. Years of screen saturation, pandemic isolation, dopamine-dense apps, and frictionless AI assistance collapsed the internal reward system that once made discovery feel electric. This isn’t laziness. It’s learning-specific anhedonia. Students can assemble essays, follow scaffolds, and march through rubrics—but they do it like sleepwalkers. Curiosity is muted. Persistence is brittle. Critical thinking arrives pre-flattened, shrink-wrapped, and emotionally inert.

    The tragedy isn’t inefficiency; it’s emptiness. Today’s classrooms hum with quiet productivity and emotional frost—cognition without hunger, performance without investment, education stripped of its pulse.

    If there is a way forward, it won’t come from louder performances, cleverer prompts, or better optimization. Those are the same tools that bleached learning in the first place. Academic anhedonia cannot be cured with stimulation. It requires friction: slow reading that refuses to skim, sustained writing that will not autocomplete itself, intellectual solitude that feels mildly wrong, and work that denies the cheap dopamine hit of instant payoff. The cure is not novelty but depth; not entertainment but seriousness. Struggle isn’t a design flaw. It is the design.

    To interrupt academic anhedonia, I use an AI-resistant assignment that reintroduces cost, memory, and embodiment: The Transformative Moment. Students write 400–500 words about an experience that altered the trajectory of their lives. The assignment demands sensory precision—the one domain where AI reliably produces fluent oatmeal. It insists on transformation, which is what education is supposed to enact. And it drags students back into lived experience, away from the anesthetic glow of screens.

    I offer a model from my own life. When I was sixteen, visiting my recently divorced father, he asked what I planned to do after high school. I told him—without irony—that I intended to become a garbage man so I could finish work early and train at the gym all day. He laughed, then calmly informed me that I would go to college and join the professional class because I was far too vain to tell people at cocktail parties that I collected trash for a living. In that instant, I knew two things: my father knew me better than I knew myself, and my future had just been decided. I walked out of that conversation college-bound, whether I liked it or not.

    I tell them about a friend of mine, now a high school principal, who has been a vegetarian since his early twenties. While working at a deli during college, he watched a coworker carve into a bleeding slab of roast beef. In that moment—knife slicing, flesh yielding—something inside him snapped shut. He knew he would never eat meat again. He hasn’t. Transformation can be instantaneous. Conversion doesn’t always send a memo.

    My final example is a fireman I trained with at a gym in the 1970s. He was a recent finalist in the Mr. California bodybuilding contest: blond shag, broom-thick mustache, horn-rimmed glasses—Clark Kent with a bench press habit. One afternoon, after repping over three hundred pounds, he stood before the mirror, flexed his chest, and watched his muscles swell like they were auditioning for their own sitcom. “When I first saw Arnold,” he said, reverent, “I felt I was in the presence of the Lord. ‘There stands the Messiah,’ I said to myself. ‘There stands God Almighty come to bring good cheer to this world.’”

    He wasn’t speaking only for himself. He spoke for all of us. We wanted to be claimed by something larger than our small, awkward lives. Arnold was the messiah—the Pied Piper of Pecs—leading us toward the promised land of biceps, triceps, and quads capable of crushing produce.

    I assign The Transformative Moment because I want students to recreate an experience no machine can counterfeit. I want them to remember that education is not credential management but metamorphosis. And I want them to interrogate the conditions under which real change occurred in their lives—what they were paying attention to, what they risked, what it cost.

    Transformation—actual forward movement—is the antidote to anhedonia. And it cannot be outsourced.

  • Bezel Clicks and Sentence Cuts: On Watches, Writing, and the Discipline of Precision

    Bezel Clicks and Sentence Cuts: On Watches, Writing, and the Discipline of Precision

    I am a connoisseur of fine timepieces. I notice the way a sunray dial catches light like a held breath, the authority of a bezel click that says someone cared. I’ve worn Tudor Black Bays and Omega Planet Oceans as loaners—the horological equivalent of renting a Maserati for a reckless weekend—exhilarating, loud with competence, impossible to forget. My own collection is high-end Seiko divers, watches that deliver lapidary excellence at half the tariff: fewer theatrics, just ruthless execution. Precision doesn’t need a luxury tax.

    That same appetite governs my reading. A tight, aphoristic paragraph can spike my pulse the way a Planet Ocean does on the wrist. I collect sentences the way others collect steel and sapphire. Wilde. Pascal. Kierkegaard. La Rochefoucauld. These writers practice compression as a moral discipline. A lapidary writer treats language like stone—cuts until only the hardest facet remains, then stops. Anything extra is vanity.

    I am not, however, a tourist. I have no patience for writers who mistake arch tone for insight, who wear cynicism like a designer jacket and call it wisdom. Aphorisms can curdle into poses. Style without penetration is just a shiny case housing a dead movement.

    This is why I’m unsentimental about AI. Left alone, language models are unruly factories—endless output, hollow shine, fluent nonsense by the ton. Slop with manners. But handled by someone with a lapidary sensibility, they can polish. They can refine. They can help a sentence find its edge. What they cannot do is teach taste.

    Taste precedes tools. Before you let a machine touch your prose, you must have lived with the masters long enough to feel the difference between a gem and its counterfeit. That discernment takes years. There is no shortcut. You become a jeweler by ruining stones, by learning what breaks and what holds.

    Lapidary sensibility is not impressed by abundance or fluency. It responds to compression, inevitability, and bite. It is bodily: a tightening of attention, a flicker of pleasure, the instant you know a sentence could not be otherwise. You don’t acquire it through mimicry or prompts. You acquire it through exposure, failure, and long intimacy with sentences that refuse to waste your time.

    Remember this, then: AI can assist only where judgment already exists. Without that baseline, you are not collaborating with a tool. You are feeding quarters into a very expensive Slop Machine.

  • AI as Tool, Toy, or Idol: A Taxonomy of Belief

    AI as Tool, Toy, or Idol: A Taxonomy of Belief

    Your attitude toward AI machines is not primarily technical; it is theological—whether you admit it or not. Long before you form an opinion about prompts, models, or productivity gains, you have already decided what you believe about human nature, meaning, and salvation. That orientation quietly determines whether AI strikes you as a tool, a toy, or a temptation. There are three dominant postures.

    If you are a political-sapien, you believe history is the only stage that matters and justice is the closest thing we have to salvation. There is no eternal kingdom waiting in the wings; this world is the whole play, and it must be repaired with human hands. Divine law holds no authority here—only reason, negotiation, and evolving ethical frameworks shaped by shared notions of fairness. Humans, you believe, are essentially good if the scaffolding is sound. Build the right systems and decency will follow. Politics is not mere governance; it is moral engineering. AI machines, from this view, are tools on probation. If they democratize power, flatten hierarchies, and distribute wealth more equitably, they are allies. If they concentrate power, automate inequality, or deepen asymmetry, they are villains in need of constraint or dismantling.

    If you are a hedonist-sapien, you turn away from society’s moral drama and toward the sovereign self. The highest goods are pleasure, freedom, and self-actualization. Politics is background noise; transcendence is unnecessary. Life is about feeling good, living well, and removing friction wherever possible. AI machines arrive not as a problem but as a gift—tools that streamline consumption, curate taste, and optimize comfort. They promise a smoother, more luxurious life with fewer obstacles and more options. Of the three orientations, the hedonist-sapien embraces AI with the least hesitation and the widest grin, welcoming it as the ultimate personal assistant in the lifelong project of maximizing pleasure and minimizing inconvenience.

    If you are a devotional-sapien, you begin with a darker diagnosis. Humanity is fallen, and no amount of policy reform, pleasure, or purchasing power can make it whole. You don’t expect salvation from governments, markets, or optimization schemes; you expect it only from your Maker. You may share the political-sapien’s concern for justice and enjoy the hedonist-sapien’s creature comforts, but you refuse to confuse either with redemption. You are not shopping for happiness; you are seeking restoration. Spiritual health—not efficiency—is the measure that matters. From this vantage, AI machines look less like neutral tools and more like idols-in-training: shiny substitutes promising mastery, insight, or transcendence without repentance or grace. Unsurprisingly, the devotional-sapien is the most skeptical of AI’s expanding role in human life.

    Because your orientation shapes what you think humans need most—justice, pleasure, or redemption—it also shapes how you use AI, how much you trust it, and what you expect it to deliver. Before asking what AI can do for you, it is worth asking a more dangerous question: what are you secretly hoping it will save you from?

  • What Cochinita Pibil Can Teach Us About Learning

    What Cochinita Pibil Can Teach Us About Learning

    Academic Friction is the intentional reintroduction of difficulty, resistance, and human presence into the learning process as a corrective to academic nihilism. Academic friction rejects the premise that education should be frictionless, efficient, or fully mediated by machines, insisting instead that intellectual growth requires struggle, solitude, and sustained attention. It is created through practices that cannot be outsourced or automated—live writing, oral presentations, performance, slow reading, and protected time for thought—forcing students to confront ideas without the buffer of AI assistance. Far from being punitive, academic friction restores agency, rebuilds cognitive stamina, and reawakens curiosity by making learning consequential again. It treats difficulty not as an obstacle to be removed, but as the very medium through which thinking, meaning, and human development occur.

    Greatness is born from resistance. Depth is what happens when something pushes back. Friction is not an obstacle to meaning; it is the mechanism that creates it. Strip friction away and you don’t get excellence—you get efficiency, speed, and a thin satisfaction that evaporates on contact. This is as true in food as it is in thinking.

    Consider cochinita pibil, a dish that seems to exist for the sole purpose of proving that greatness takes time. Nothing about it is casual. Pork shoulder is marinated overnight in achiote paste, bitter orange juice, garlic, cumin, oregano—an aggressive, staining bath that announces its intentions early. The meat doesn’t just absorb flavor; it surrenders to it. Traditionally, it is wrapped in banana leaves, sealed like contraband, and buried underground in a pit oven. Heat rises slowly. Smoke seeps inward. Hours pass. The pork breaks down molecule by molecule, fibers loosening until resistance gives way to tenderness. This is not cooking as convenience; it is cooking as ordeal. The reward is depth—meat so saturated with flavor it feels ancient, ceremonial, earned.

    Now here’s the confession: as much as I love food, I love convenience more. And convenience is just another word for frictionless. I will eat oatmeal three times a day without hesitation. Not because oatmeal is great, but because it is obedient. It asks nothing of me. Pour, stir, microwave, done. Oatmeal does not resist. It does not demand patience, preparation, or attention. It delivers calories with monk-like efficiency. It is fuel masquerading as a meal, and I choose it precisely because it costs me nothing.

    The life of the intellect follows the same fork in the road. There is the path of cochinita pibil and the path of oatmeal. One requires slow reading, sustained writing, confusion, revision, and the willingness to sit with discomfort until something breaks open. The other offers summaries, shortcuts, prompts, and frictionless fluency—thought calories without intellectual nutrition. Both will keep you alive. Only one will change you.

    The tragedy of our moment is not that people prefer oatmeal. It’s that we’ve begun calling it cuisine. We’ve mistaken smoothness for insight and speed for intelligence. Real thinking, like real cooking, is messy, time-consuming, and occasionally exhausting. It stains the counter. It leaves you unsure whether it will be worth it until it is. But when it works, it produces something dense, resonant, and unforgettable.

    Cochinita pibil does not apologize for the effort it requires. Neither should serious thought. If we want depth, we have to accept friction. Otherwise, we’ll live well-fed on oatmeal—efficient, unchallenged, and never quite transformed.