My friend is one of the most brilliant people I know. She thinks deeply, makes unusual connections between ideas, and sees patterns that others miss. But for years, she believed she wasn't smart enough for university.
The problem wasn't her mind. The problem was how we teach. When she reads long books, the lines jump on the page. Words blur and rearrange themselves. Traditional education—built around reading textbooks and writing essays—became a daily struggle. Teachers told her she wasn't trying hard enough, wasn't focused enough, simply wasn't "college material."
Then something changed. She discovered university lecture videos. Walking through the city with earbuds in, she can focus with laser-like precision. Complex philosophy, intricate history, challenging science—she absorbs it all. She pauses, rewinds, thinks deeply, and connects ideas in ways that amaze me. The same content that defeated her on the printed page comes alive through her ears. She isn't learning differently because she's less intelligent. She's learning differently because her brain is wired differently—and there's nothing wrong with that.
This story isn't just about one person. It's about a larger question: How did we build an education system where success depends so heavily on one particular skillset—the ability to read, absorb, and write about printed text—even though brilliant minds can work in countless different ways?
The answer takes us back 2,400 years to ancient Athens, through medieval monasteries, to a German goldsmith's workshop, and finally to the artificial intelligence systems being built today. It's a story about how we lost something precious when we gained something valuable. And it's a story about whether we can get that precious thing back.
When learning was a conversation
Every meaningful conversation changes both people involved. Socrates knew this when he wandered the Athenian marketplace around 470 BCE, asking questions that turned strangers into thinkers.
Before textbooks, before classrooms, before standardized tests, education was dialogue. Socrates didn't lecture. He questioned. He adjusted his questions to each person he spoke with. This wasn't just transferring information from one brain to another. It was transformation—helping people discover what they already knew but hadn't yet realized.
The Socratic method worked because it was radically personal. Socrates engaged almost anyone who would talk with him, probing what they knew, exposing contradictions in their beliefs, and guiding them toward deeper understanding. Students weren't passive recipients sitting in rows. They were active participants in their own enlightenment.
When Socrates declared that "the unexamined life is not worth living," he was describing both a philosophy and a teaching method. He recognized that each mind is unique, each learner irreplaceable. You can't mass-produce wisdom. You have to draw it out of each person individually.
For centuries after Socrates, education remained largely personal. Plato founded his Academy around 387 BCE, where students learned through discussion and debate. Aristotle, who studied there for twenty years, would later tutor Alexander the Great individually. Knowledge passed through conversation, through the living relationship between teacher and student. Learning was loud, social, argumentative—and profoundly human.
When knowledge became a tool for control
Then something shifted. As the Roman Empire fell and Europe entered what historians call the Dark Ages, the Catholic Church became the main guardian of knowledge. The picture wasn't as simple as total exclusion—vernacular Bible translations did exist, and by 1500, some literacy existed among nobility, merchants, and urban populations. Over 13 German translations appeared before Luther's famous Bible, along with French, Czech, Spanish, and Italian versions.
But here's what mattered most: from roughly the 5th through the 15th centuries, Latin dominated religious texts and formal scholarship. Jerome's Vulgate Bible, completed in 405 CE, was in Latin. Education happened in monastic and cathedral schools—in Latin. The Church viewed education "as a means to maintain its authority and perpetuate its teachings." While vernacular translations existed, the Church maintained strong control over how knowledge was interpreted and who could access formal learning. Very few people could read, and for most common people, the religious and scholarly texts that shaped their world remained out of reach.
This created a strange paradox. Monasteries preserved knowledge while simultaneously restricting access to it. During centuries when literacy was limited in Europe, monks hand-copied ancient texts, creating elaborate illuminated manuscripts. They "became great sources for retaining and spreading knowledge," even as they kept that knowledge largely within religious institutions. Cultural treasures were carefully maintained but locked away where most people couldn't reach them.
The revolution that broke the monopoly
In 1440, a goldsmith in Mainz, Germany, changed everything. Johannes Gutenberg combined moveable metal type, oil-based ink, and a modified wine press into something revolutionary: a printing press.
The numbers tell the story. Gutenberg's press could produce 3,600 pages per workday. Hand printing could make 40. By 1500, over 20 million printed books existed in Western Europe—a region that had perhaps around 30,000 books total before Gutenberg.
But the transformation wasn't just about quantity. It was about who could access knowledge.
Martin Luther saw the opportunity immediately. In 1521, sequestered in Wartburg Castle, he spent eleven weeks translating the New Testament into German. His guiding principle was revolutionary: "We do not have to ask the literal Latin how we are to speak German. Rather we must ask the mother in the home, the children on the street, the common man in the marketplace."
Luther's German Bible appeared in September 1522. Hans Lufft would print over 100,000 copies between 1534 and 1574. Previously, when all Bibles were hand-copied in Latin, only a small fraction of Germans could read Scripture. Within a generation of Luther's translation, "quite a high level of literacy" spread among Protestants.
This was genuine democratization. A Catholic critic complained that "even tailors and shoemakers, yea, even women and ignorant persons" were now studying Scripture "with the greatest avidity." Luther wanted "ordinary people to assume more responsibility for reading the Bible," providing "one of the most effective arguments for universal literacy in the history of Western civilization."
The printing press gave us something extraordinary: the possibility that everyone could learn. No longer would knowledge belong only to monks and nobles. Anyone who could read could access the wisdom of the ages.
But we're missing something important here, aren't we? The printing press democratized knowledge—and this was genuinely revolutionary. We should celebrate this achievement. But democracy came with a hidden cost that we're still paying today. The same technology that made education accessible also made it rigid.
How standardization replaced conversation
Think about my friend again. In an earlier age, she might have flourished. She could have learned through Socratic dialogue, oral instruction, conversation, and debate. Her brilliant mind would have been recognized and nurtured.
But after Gutenberg, education increasingly centered on what could be read from a textbook. The "silent instructors" of printed materials, as one researcher described them, fundamentally "transformed the relationship between educator and student."
Here's what happened. Universities had previously relied on lectures because books were scarce. Professors read from rare texts while students took notes. With printed textbooks, this dynamic shifted. In theory, education could now "focus more on analysis and discussion rather than mere transmission of content." That sounds positive, right?
But in practice, something else happened. The uniformity of printed materials "facilitated the development of standardized curricula and educational practices, leading to more structured and organized systems of education."
Let's be honest about what "structured" and "standardized" really mean. Education evolved from a dialogue to a monologue. From personal exchange to a one-size-fits-all curriculum. Textbooks enabled mass education—which was genuinely revolutionary. But they also assumed every student should encounter the same content in the same way at the same pace.
My friend, who learns brilliantly through audio, would have failed under this system. Her intelligence would have gone unmeasured and unrecognized, simply because her brain processes information differently.
The dangerous confusion of skill with intelligence
For centuries, we made a fundamental mistake. We confused one particular cognitive skill—reading printed text—with general intelligence.
People who struggled with written text were labeled as slow, stupid, or lazy. The idea that someone could be brilliant yet struggle with reading seemed impossible. But neuroscience now reveals something important: reading is an incredibly complex cognitive task. It requires integrating visual symbols, phonological processing, and semantic understanding. Some brains, due to genetic or structural differences, process this integration less efficiently while excelling in other areas.
The consequences of this confusion were devastating. Students with dyslexia, which affects 15% of the U.S. population, were told they weren't trying hard enough. Those with ADHD, whose attention systems work differently, were punished for behaviors they couldn't easily control. Entire populations whose oral traditions and aural learning had served them for millennia were suddenly judged deficient because they couldn't master European-style literacy quickly enough.
Here's the deepest irony: Socrates himself never wrote anything down. Everything we know about him comes through Plato's writings. Socrates believed that written texts were inferior to living dialogue. Words on a page can't respond to questions or adapt to the learner. In the Phaedrus dialogue, Plato's Socrates warns that writing "will create forgetfulness in the learners' souls, because they will not use their memories." He worried that people would have "the reputation for knowledge without the reality."
What would Socrates make of our modern education system? A system where success is measured almost entirely by written exams. Where students who can't efficiently process text are filtered out as "not college material." How many potential Platos and Aristotles have we lost because their brilliant minds happened to be wired differently?
When computers tried to teach
By the 1960s, some educators began wondering if technology might help restore personalization while maintaining scale. The PLATO system (Programmed Logic for Automatic Teaching Operations) launched at the University of Illinois in 1960. It pioneered concepts we take for granted now—online testing, interactive courseware, and multiplayer educational games. The system grew substantially over decades. Innovations from PLATO influenced the development of personal computing.
Yet despite its technical sophistication, PLATO ultimately failed to revolutionize learning. It couldn't replicate what Socrates had done in the Athenian marketplace. It couldn't perceive exactly where a student was confused. It couldn't adjust questioning in real-time. It couldn't recognize when someone needed encouragement versus challenge. It couldn't build the relationship that makes learning meaningful.
For all its innovation, PLATO represented computerized instruction—not computerized wisdom. It could deliver content, track progress, and provide feedback. But it couldn't truly adapt to the infinite variety of human minds. It couldn't recognize that my friend with the jumping text would thrive with audio lectures. It couldn't ask the kinds of questions that expose hidden assumptions and provoke genuine thinking.
Until perhaps now.
The promise of artificial intelligence
"AI could be Socratic at the individualized level at scale," observed Josh Newman, Vice President at Studion. This is the audacious promise of modern artificial intelligence in education—not that it will replace human teachers, but that it might finally let us escape the one-size-fits-all trap that the printing press inadvertently created.
Look at the arc of educational history. From Socratic dialogue, we moved to Church gatekeeping, then to Lutheran democratization, then to Gutenberg standardization, then to failed computerization. Now we stand at another turning point. Technology might—might—enable personalization at a scale Socrates could never have imagined.
Modern AI systems can adapt to individual learners in real time. They adjust difficulty, pacing, and modality. They can present information as text for those who read easily. As audio for those like my friend who process sound more efficiently. As video for visual learners. As interactive simulations for kinesthetic learners. They can ask Socratic questions, identify misconceptions, and guide discovery rather than simply delivering facts.
Imagine my friend encountering philosophy for the first time through an AI system. Instead of a textbook that makes the words jump, she gets audio lessons that adapt to her pace. When she's confused, the AI notices and asks clarifying questions. When she's ready to go deeper, it challenges her. When she makes an unusual connection between ideas, it recognizes and encourages that insight. The AI speaks her cognitive language.
This isn't science fiction. The technology exists. But the promise comes with profound challenges.
The danger of creating new gatekeepers
Here's a sobering reality. We're at risk of recreating the Latin monopoly in digital form.
Ninety percent of training data for current AI systems comes from English. Out of more than 7,000 languages in the world, most AI chatbots are trained on around 100. The vast majority of the world's languages are categorized as "low-resource," with insufficient data for effective AI training.
Just as the medieval Church kept knowledge in a language most people couldn't access, we're building AI systems that serve English speakers brilliantly while marginalizing everyone else.
A Berkeley study found that ChatGPT exhibits systematic bias against non-standard English varieties. It shows 19% worse stereotyping, 25% worse demeaning content, and 15% worse condescending responses for speakers of African-American, Indian, Jamaican, or Nigerian English compared to "standard" American and British English.
The parallel to religious gatekeeping is striking. Then, you needed to know Latin to access divine wisdom. Now, you need English fluency to access artificial intelligence. Then, entire populations were excluded from education by language barriers. Now, billions are being left out of the AI revolution—not through deliberate cruelty, but through the same structural inequities that concentrated technology development in predominantly English-speaking regions.
When I think of my friend, I imagine how AI could have helped her years earlier. Adaptive audio lessons. Text-to-speech that actually understands context. Personalized pacing. But then I think of the billions who speak languages that AI systems barely recognize. For them, this technological breakthrough might as well not exist. They're back in medieval Europe, watching the educated elite benefit from knowledge locked in a foreign tongue.
The critical question before us
Will AI in education replicate the democratic promise of Luther's Bible, making learning accessible to everyone in their own language? Or will it replicate the exclusionary gatekeeping that preceded the Reformation, serving only those privileged enough to speak the dominant language?
The difference between these futures isn't technical—it's ethical, political, and profoundly human. The technology exists to build multilingual AI systems that adapt to learners across cultures, languages, and cognitive styles. Recent initiatives are working to expand AI's linguistic reach, demonstrating what's possible when we prioritize inclusion.
For many of us, our native language and culture are essential on so many levels. Take Finland, where I'm from. We're a small nation with three official languages—Finnish, Swedish, and Sámi. Finnish language and culture define who we are as a people. And when we talk about Finnish culture, we must remember those three languages, especially Sámi, the language of Europe's only Indigenous people. We need to strengthen education so that even minorities within a global minority culture are seen and heard. If AI education doesn't speak Finnish or our Swedish, doesn't understand any of different Sámi languages, it excludes us from the future of learning. This isn't just about Finland—it's about every small language community worldwide. We all deserve to learn in our own tongues.
Education's oldest promise
What Socrates understood, what the Gutenberg revolution obscured, and what AI might help us rediscover is this: learning is fundamentally personal.
Every human mind is unique—not in some vague feel-good sense, but in literal neurological fact. Our brains are wired differently. We process information differently. We find meaning differently. My friend's brain truly learns better through audio than through text. That's not a deficiency. It's a difference. And differences are what make us human.
For centuries, we built educational systems as if this weren't true. As if the printed textbook and written exam could fairly measure every form of intelligence. We sacrificed personalization for scale. We sacrificed dialogue for standardization. We sacrificed Socratic questioning for a one-size-fits-all curriculum. We gained universal literacy—an extraordinary achievement that we should celebrate. But we lost something precious in the process.
Rick Rubin writes in The Creative Act: "Look for what you notice but no one else sees." This is the essence of learning at its best. Discovering what only you, with your unique perspective and cognitive wiring, can discover. When we apply this to education, it means honoring how each person learns differently.
Standardized education asks everyone to see the same things in the same way. Personalized learning honors that we all notice differently, process differently, understand differently—and that this diversity is a strength, not a weakness.
Rubin continues: "Living life as an artist is a practice. You are either engaging in the practice or you're not. It makes no sense to say you're not good at it." The same is true of learning. We're all capable of profound learning—but we learn differently. Those differences deserve respect, not remediation. Just as there's no "wrong" way to be an artist, there's no single "right" way to learn.
The choice we must make
The question before us is whether we'll use AI to amplify standardization or to restore personalization. Will we build systems that demand conformity to a single mode of learning? Or systems that adapt to the infinite variety of human minds? Will we make these systems accessible only to English speakers in wealthy nations? Or will we democratize them across languages and cultures?
The technology alone won't answer these questions. We will, through the choices we make about how we design, deploy, and regulate educational AI. We can return to Athens—not literally, but spiritually. We can create a world where every learner has access to something like Socratic dialogue. Where education adapts to the student rather than forcing the student to adapt to education.
My friend shouldn't have spent years believing she wasn't smart enough. She was always brilliant. She just needed someone—or something—to teach in the language her brain speaks. That's true for all of us. We each speak our own cognitive language. The future of education lies in building systems that learn our languages rather than demanding we learn theirs.
This is education's oldest promise, the one Socrates made in the Athenian marketplace 2,400 years ago. Every person contains wisdom waiting to be drawn out. The word "education" itself comes from the Latin educere—to lead out, to draw forth. Not to pour in, but to call forth what's already there.
I believe that with wisdom and intention, we can build technologies that honor this ancient truth while serving billions. Perhaps we can finally give everyone what only aristocrats once enjoyed: learning that bends to meet them where they are. Learning that speaks their language—literally and cognitively. Learning that recognizes their unique way of understanding as valid and valuable.
The printing press gave us mass education. Perhaps AI can give us mass personalization. But only if we choose to build it that way. Only if we resist replicating the gatekeeping of the past. Only if we remember that the goal isn't efficient information transfer—it's human transformation, one unique mind at a time.


