Andrew HubermanHow to Accelerate Learning & Improve Education | Joe Liemandt
Andrew Huberman
The Ball Handling Problem 0:00
Joe Liemandt opens with an analogy from sports. If a basketball player loses the ball 20 percent of the time dribbling down the court, no coach moves on to teaching dunks or layups. The coach fixes ball handling first, because 85 or even 80 percent accuracy is not acceptable. In American schooling, by contrast, a fourth grader who finishes the year at 80 percent proficiency gets promoted straight into fifth grade material anyway. Liemandt argues this is the core failure of education: skipping the basics lets small gaps compound into much bigger problems later.
What Alpha School Does 1:00
Andrew Huberman introduces Joe Liemandt as principal of Alpha School, a nontraditional K through 12 program where kids spend just two hours a day on core academic learning, using tailored lesson plans so there are no gaps in their knowledge. The rest of the day is spent on things like starting real businesses, financial skills, and communication and interpersonal skills. Alpha does not let children simply choose what is easiest, nor force every student through the same material at the same pace. The results are striking: K through 2 students test in the top 1 percent nationally, and the average graduating SAT score is 1530. Many students, while still enrolled, start businesses that generate hundreds of thousands or even millions of dollars, and Alpha is expanding beyond wealthy families to serve students across income levels.
A Hundred Years of Schooling 3:31
Liemandt traces the modern classroom back to Prussia over a century ago, when the goal was universal access to education rather than universal learning. That model, one teacher in front of a room of students, spread worldwide and looks almost identical whether you visit a wealthy school district or the poorest school in India. Everyone has access now, but how much students actually learn during those twelve years varies enormously. He argues that new tools, especially AI, make it possible for the first time in a century to genuinely rethink the model rather than just replicate it.
Outdated Milestones and Falling Standards 5:31
Parents and grandparents tend to judge schools by the milestones they remember, like reading by third grade or memorizing multiplication tables. Liemandt says many academic standards have quietly been lowered over the decades, which he sees as a major source of parental unhappiness with schools. At the same time, parents look at a fast-changing world, especially with AI, and worry that even the old standards would not prepare their kids for what is coming. He notes that graduating seniors' parents are just trying to reach the finish line, but kindergarten parents, thinking twelve years ahead, are the ones most convinced the current system will not work for their children.
Loving School Versus Grinding Through It 11:00
Liemandt describes his own skepticism when his ex-wife Mackenzie, Alpha's co-founder, first tried to enroll their daughters. He initially found the school "janky," with no teacher standing at the front of a classroom and kids reciting vocabulary while doing handstands. It took two years and a summer trial, after which his daughters refused to go to camp and asked to return to Alpha instead, to convince him. He recalls Brian, Alpha's other founder, telling him two things he didn't believe at the time: that kids must genuinely love school, and that his kids had far more potential than he assumed. Liemandt now reports that over 90 percent of Alpha students say they love school, and depending on the activity, 40 to 60 percent say they would rather go to school than on vacation.
High Standards Produce Happiness 16:31
Alpha's freshman honors class averages a 1400 SAT score, higher than most graduating seniors nationally, and every grade level ranks in the top 1 percent academically. Liemandt insists this intensity is precisely what makes children happy, not what stresses them out, and that low standards would make it impossible to build a school kids love more than vacation. He points to how differently Americans treat sports and academics: parents want their kids on a football team likely to face brutal, demanding practices because they expect it to be the best experience of their childhood, yet the same parents flinch from equally demanding academics. He references Dr. Joerger's research on high standards paired with high support, which shaped Alpha's staff training, and argues that most parents default to only one of these, either pushing hard with no support or offering comfort with no rigor, when children actually need both together.
Struggle as the Path to Growth 19:03
Liemandt describes child development as depending on kids struggling and even failing on the way to success, supported by a caring adult, something parents already accept happens in after-school sports. He gives the example of Alpha kindergarteners climbing a 40-foot rock wall or riding bikes five miles across the Golden Gate Bridge, sometimes getting stuck, worried, or crying partway through, while their guide coaches them from below rather than rescuing them. He reports that 85 percent of Alpha parents said in the past year they watched their child do something they had thought was impossible for that age. He connects this to older cultural traditions of rites of passage, arguing that struggle followed by supported success is what real development requires, and that American culture already applies this instinct to sports but rarely to academics.
Athletics Trains to the Frontier, Schools Do Not 26:00
You can see the difference by comparing sports and academics. In athletics, coaches give step by step instruction, correct errors, and train each athlete toward their physical limit, the frontier of what their body can do. Nick Saban tells a player exactly what to do and how to play the position. Nobody expects an athlete to figure out blocking through unguided struggle. In schools, though, a single teacher stands in front of twenty five or thirty students and delivers the same median lesson to everyone, even though a quarterback and a wide receiver, so to speak, need different instruction. That mismatch explains why there is universal access to education but not universal learning.
Why One On One Tutoring Is the Real Model 28:00
The best teaching model has always been individualized tutoring, going back to Aristotle tutoring Alexander the Great. A mentor working one on one with a single student outperforms any classroom setup, but it was never affordable at scale, which is why societies settled for ratios like thirty students to one teacher a hundred years ago. Parents still judge schools mainly by class size, because smaller ratios move closer to that one on one ideal, with twenty to one better than thirty to one, and so on down to five to one and finally one to one.
Homeschooling Outcomes Split in Two Directions 29:00
Homeschooling results are bimodal. Families who reject standardized tests and formal curricula in favor of life skills tend to produce children with very low academic knowledge. Families who take academics seriously, including former teachers homeschooling their own kids one on one, produce students who perform exceptionally well. Some of these families are drawn to a school model that offers both rigorous academics in the morning and the kind of life skills training they had hoped homeschooling would provide.
Bloom's Two Sigma Finding and Mastery 30:00
A well known paper from the 1980s, Bloom's two sigma study, found that a student given an individual tutor working to mastery can perform at two sigma above average, meaning top two percent. The overlooked detail is that mastery, not just individualized attention, is what produces that jump. Athletics already accepts mastery as necessary, but education largely rejects it. With AI tutors now able to deliver individualized, mastery based lessons cheaply, students can learn roughly five to ten times faster. In practice, students in the speaker's schools spend about two hours a day, an average of 121 minutes last year, in an AI learning app and outperform peers who spend six hours in class plus homework, learning more than twice as much in a fraction of the time.
Chatbots Are Not the Same as AI Tutoring 32:00
Plain AI chatbots dropped into ordinary schools mostly get used for cheating, with around ninety percent of students misusing them regardless of grade level, and cases exist of nearly entire college classes failing an in person exam after relying on chatbot generated summaries instead of reading. Real learning depends on building on a solid foundation, so material pitched above a student's actual level, no matter how much encouragement or grit is applied, will not be absorbed. Many students today are sitting in grade levels years ahead of where their actual skills are, partly due to pandemic era learning loss, with some unable to read at expected levels, and the removal of basics like multiplication table memorization and phonics based reading instruction has compounded the damage as they move into higher grades.
Teacher Training Skips Learning Science 34:30
Most teachers are never trained in the science of learning. In a room of hundreds of experienced teachers, only about five percent had studied direct instruction, and none had read Project Follow Through, a large 1970s study on effective teaching methods. Unlike fields such as neuroscience, which share standard textbooks across universities, education has no agreed factual foundation, and debates over standardized testing or teaching methods often come down to differing values rather than evidence.
Parents and Schools Want Different Things 38:00
School closures for academic failure can clash directly with what parents actually want, such as a mother objecting to closing a school because her younger child would lose access to a particular beloved teacher, regardless of academic outcomes. Government funding is meant to support academic achievement, but many parents prioritize other things entirely, and this tension, layered on top of unresolved debates over standardized testing and instructional philosophy, makes education a far less settled field than the hard sciences.
AI as Education's New Measuring Instrument 44:00
Fields like biology and chemistry advanced once instruments such as the microscope or the analytical balance allowed finer measurement. Education has lacked an equivalent tool, but AI tutoring, working one on one, now generates a closed data loop that lets researchers see exactly how a lesson performs, since classroom teaching is too noisy, affected by whether students have prerequisites, whether they are motivated, and whether instruction was delivered correctly, to isolate what actually works.
Worked Examples and Spaced Repetition 46:31
Giving a student a problem with no instruction is a slow way to learn. A faster method uses worked examples, where a fully solved problem is shown and then progressively stripped of scaffolding until the student can solve it alone. Spaced repetition then reminds a student of material just before they would naturally forget it, based on each person's own forgetting curve, which helps move knowledge into long term memory.
When Initial Mastery Still Matters 48:30
There has been debate over whether students need to hit initial mastery, defined as roughly ninety five percent proficiency, the first time they learn something, or whether spaced repetition alone can get them there eventually. Data from one school year showed that in grades eight through twelve, worked examples plus spaced repetition alone produced strong results, especially for multi step algebra problems, but in grades four through seven, skipping initial mastery caused scores to drop, so initial mastery was added back in alongside worked examples and spaced repetition. Vocabulary offers a clear example of how mastery drives outcomes, since reading widely and looking up unfamiliar words reliably pushes students into the ninetieth percentile or higher on verbal tests like the SAT or GRE, which is why strong schools built around a great books curriculum tend to produce strong verbal scores.
Vocabulary Through Reading, Not Flashcards 51:30
You build a rich vocabulary by reading thousands of pages, not by flash-carding isolated words, because reading shows you the boundaries between similar words, like the difference between happy and ecstatic. Flashcards alone don't teach you the limits of a word's meaning. Alpha's apps now try to show students those limits directly, which turns out to be more effective than reading a book and stopping to look up an unfamiliar word.
Fluency Frees Up Working Memory 53:02
Mastery has layers beyond just solving a problem once or retaining it weeks later through spaced repetition. The brain has a limited number of working memory slots, and fluency means something is memorized so completely that using it costs no slot at all. Knowing that seven times eight is fifty-six takes no mental effort, but calculating it does, and that difference matters enormously once a student hits algebra, where multi-step word problems demand every available slot. When kids struggle in algebra, the real problem is usually unlearned third-grade math facts, not the algebra itself.
The 710 SAT Student 54:01
A student kept scoring low 700s on the math SAT despite being told to just focus harder, and it turned out she hadn't mastered her multiplication tables, so she was burning working memory on basic arithmetic instead of the problem itself. She resisted the diagnosis at first, since a 710 felt like proof she was already good at math, but after going back to memorize her times tables, she raised her score to 790. Working memory slots are also why gifted kids who do everything in their head eventually hit a wall in math, because they never learned the habit of writing down multi-step work.
Fixing the Gifted Kid Problem 58:31
Many child prodigies don't sustain outstanding outcomes as adults, partly because schools bore them and let them coast without challenge, which teaches them the worst possible habits. Alpha is building a program aimed at finding the 100,000 smartest kids in the country, including through Texas's voucher program reaching rural students, with the goal of getting them academically MIT-eligible by middle school. The broader claim is that nearly every student can be brought dramatically closer to their own frontier, even if not every child can reach that elite level.
Nailing the Basics Before Moving On 1:01:00
Just as a basketball coach won't move on to dunks and alley-oops if a player loses the ball twenty percent of the time, schools shouldn't push students into new material once they're only eighty percent accurate on the last unit. On the NWEA MAP test, a three-hundred-point scale, the average student gains only about one point between eighth and twelfth grade, essentially learning nothing over four years, because unmastered foundations like multiplication tables quietly cap progress in algebra and chemistry alike. When Alpha tested incoming students from fifty-thousand-dollar private schools, the average newcomer was 2.2 grade levels behind, with writing scores even lower due to reliance on chatbots.
Catching Up Faster Than Expected 1:04:01
Alpha's average student can complete an entire grade level of one subject in twenty to thirty hours, meaning a student three years behind could catch up in roughly ninety days of an hour of homework a day. The most effective use of AI in education isn't a general chatbot but an individualized lesson plan that targets exactly what a student is missing. Reframing a gap as twenty-two hours of work rather than three years behind changes how tractable it feels, which matters because motivation accounts for ninety percent of whether a student engages with the process at all.
Measuring Growth Instead of Achievement 1:11:00
Alpha judges progress by growth rate rather than achievement level, using a target of learning twice as much in two hours, a standard that works regardless of a student's starting point and removes the shame of being behind, since no one else needs to know a student is working on lower-grade material. Schools are typically ranked by achievement, which mostly reflects selection effects from admitting strong students rather than actual development, so Alpha argues schools should instead be measured on the slope of a student's learning curve. A good teacher's real impact often comes from breaking a student's belief that they can't do something, and Alpha's guides treat removing that block as central to their job.
Paying Kids to Break Mental Blocks 1:14:01
A group of middle school girls who had absorbed the cultural idea that they weren't math and science people were challenged to find any real research supporting that belief, and none exists. Joe's own daughter, convinced she wasn't a top one percent math and science student, was offered a thousand-dollar bet that she couldn't reach that level, filled a shopping cart to that amount, worked at it daily, and got there. Alpha sometimes pays students directly to push through these blocks, a controversial move, but Joe argues it doesn't kill intrinsic motivation and instead helps kids see themselves as a different kind of person going forward.
Seeing Yourself as Capable 1:16:01
A student who once doubted she was as smart as her older sister came to realize she could do everything her sister could, simply by putting in effort after being pushed through a program that set a high standard and paid for results. Having a kindergartener climb a 40-foot rock wall or a middle schooler declare she can be top 1 percent are examples of the same unlock: showing kids they are capable breaks through whatever block is holding them back, academic or otherwise. That shift in self-perception, not just the reward, is what actually drives growth.
Paying Kids to Fill Gaps 1:17:31
As a new principal, the speaker faced seventh graders who couldn't imagine scoring 100 on the Texas STAAR test, and parents who resisted the idea of their kids going back to fill gaps from earlier grades, since American culture insists kids stay at grade level even though learning science says otherwise. The solution was "100 for 100": paying kids 100 dollars for every 100 they scored on any grade-level test, starting at third grade. Kids worked their way up test by test, earning money and mastery, until they filled the holes needed to succeed at seventh grade. Public schools spend around 20,000 dollars per kid per year, so spending 500 to 1,000 dollars per student to fix foundational gaps is a bargain, even though public schools are legally barred from paying cash to students.
Rethinking Suffering and Effort 1:22:00
Most successful people believe hard-won struggle is the path everyone should take, but that message may not serve most people well. Suffering is worthwhile when someone cares about what they're doing; happy, motivated people still suffer, but it's suffering in service of a goal they've chosen. In elementary school kids mostly follow their parents' lead, but by middle and high school they shift toward social belonging, as described in the book "The Self-Driven Child." Parents then face a choice between unlocking a kid's own potential or imposing their own value system, and pushing kids toward things they don't care about just produces resistance.
The Sports Academy Model 1:26:01
At a sports academy serving kids who are years behind academically, often in the bottom 25 percent nationally and largely funded by vouchers for low-income families, students now learn twice as fast as top private schools, completing two years of material in two hours a day. The trick is giving each kid lessons matched to their actual knowledge level rather than their grade, making the work doable, and then linking finishing the two hours to something they love, like playing basketball with a team led by six-time NBA All-Star Jermaine O'Neal, now the top-ranked team in the country. Attending these schools is said to double a student's odds of a Division 1 athletic scholarship, since coaches prize athletes who have also proven they can grind through academics.
Building Life Skill Stacks 1:31:00
The schools organize around three commitments: loving school more than vacation, doing two years of learning in two hours, and building life skills through five stacks covering leadership and teamwork, entrepreneurship and financial literacy, socialization, storytelling and public speaking, and grit and hard work. Concrete milestones include kindergartners climbing rock walls, second graders running a 5K, and eighth graders completing a Tough Mudder as a team where everyone must cross the finish line together. Financial literacy starts in kindergarten with lessons on earning, saving, spending, investing, and donating, and middle schoolers have run Airbnbs, launched food trucks, and managed vending machines to learn gross margin.
Founder School and Real Results 1:32:00
A new high school program called Founder School promises that each student will earn a million dollars in profit from a business they start, or their tuition is refunded, and its academic standards are described as being as rigorous as any school in the country while producing what the program calls "philosopher builders." Demand has been intense, with families reportedly relocating specifically so a child can eventually attend. The speaker shares his own history of being an academic slacker who dropped out of Stanford to start a company, which devastated his father until eighteen months later, watching him work 100-hour weeks, his father realized the grit had been there all along, just not visible through grades. Current student examples include a 16-year-old who built a Broadway-style musical sourced from TikTok music, learning music rights and legal negotiation along the way, and a student on track to be the first high schooler to lead research published in the journal Nature.
A Teen Built an AI That Beats Parents 1:40:31
A student trained a large language model to give teenagers social emotional advice, specifically around dating. The surprising result was that her AI outperformed parents at giving this advice, because parents were relying on outdated context from a different era and didn't understand the online world teens navigate now. She had a huge existing audience, with 53 million likes on TikTok, which she used to test and prove the chatbot's effectiveness. Other students have taken on equally ambitious projects, including one now marketing Martin Scorsese's latest film, and a group who used an AI tool called Open Claw to build small businesses, earning $50,000 in ten days.
Best Time to Be Five 1:42:31
The vision for Alpha School rests on developing the whole child rather than just academics. Co-founder McKenzie Price's favorite line is that this is the best time in history to be a five-year-old, because it's now possible to make the first twelve years of school both effective and enjoyable. Kids learn academics ten times faster, absorb more knowledge than their parents ever had, and spend the rest of their time building life skills. The framing used for graduates is "philosopher builder," meaning strong academics paired with philosophical thinking about humanity's role in an AI world, combined with real experience building things, whether that's sports, robots, businesses, books, or videos.
Breaking Kids Out of the Dopamine Loop 1:45:00
Middle school transfers into Alpha often arrive caught in dopamine loops from TikTok or Fortnite, isolated and struggling with mental health. A program called Dream Launcher asks them to build a vision board of who they want to be, then confronts them with reality through a 168-hour project where they track every hour of their week. This forces them to see the gap between their stated ambitions and their actual daily habits, a realization described as painful but valuable to learn early.
Guides Replace Traditional Teachers 1:50:31
Alpha School's staff are called guides and coaches rather than teachers, because they don't teach academic content, which AI handles through efficient lessons. Over 100,000 people applied for these roles, including former teachers, world-class athletes, and coaches skilled at motivating kids. Their job mirrors what Wendy Kopp, founder of Teach for America, has said: teachers didn't sign up to grade seventh grade science quizzes, they signed up to transform kids' lives. At Alpha, guides spend their time running kids through cycles of struggle and failure supported by a caring adult, rather than grading assignments.
Schools Were Built for Factories 1:53:31
The modern education system, dating back to Prussian origins about a hundred years ago, was designed to produce industrial workers who follow rules, not builders or creators. Kids sat in rows, listened, and wrote things down, and that system still produces consumers who default to scrolling because it's the only stimulating thing available to them. Watching YouTube videos about entrepreneurship doesn't teach someone to build a business any more than online MIT courses grant a degree; people need workshops, friends, and hands-on experience, much like the informal culture of dropping out of college with friends to start something has become normalized.
Builder Afternoons and Hands-On Science 1:55:00
Afternoons at Alpha are dedicated to life skills like rock climbing, running food trucks, and community-contribution workshops. In Austin, fifth and sixth graders organized their own music festival called Alpha City Limits, learning instruments and raising $25,000 in sponsorships, echoing the movie School of Rock. On the science side, students engage in hands-on labs, including a chemistry unit called PFX (special effects) where sixth graders work through complex, low-margin-for-error processes like fire tricks or safety glass effects, sometimes staying until 6 p.m. to finish. A weekend hackathon teaching coding tools like Cursor drew students voluntarily, including one junior who worked until 10 p.m. on a Saturday building an app while her friends were at a party, illustrating how engaging, hard work can still be fun when tied to something students care about, such as an app encouraging teens to contribute to their communities with help from influencers.
Frontier Learning Erases Gender Gaps 2:05:00
Liemandt argues that most performance gaps between boys and girls in traditional schools are self-imposed constraints tied to a slow, rigid system rather than real differences in ability. He points out that boys often diagnosed with ADHD can focus intensely on video games for twenty-five minutes at a stretch, so Alpha School simply builds lessons into engaging twenty-five-minute Pomodoro blocks, which solves the focus problem. One student, a mountain biker who struggled with sitting through books all day, used his freed-up afternoons to build a bike park outside Austin that was later called the best in Texas, inspiring the Walton family to build one in Bentonville and SpaceX to hire him to build one at Starbase. Liemandt believes that once potential is unlocked this way, performance differences between boys and girls largely disappear.
Rejecting the Serve-Everyone Myth 2:09:00
Liemandt criticizes a common belief in education that any new approach must serve everybody, all at once, for free, or else it doesn't count. He compares this to Tesla's path from the expensive Roadster to the Model S to the Model 3, where a company proves a concept in a high-end market before expanding it outward. Alpha started as an expensive private school deliberately, benchmarking itself against the best schools, teachers, and students in the country rather than against low-bar competitors. Its top students, in the ninety-ninth percentile, learn twice as much in two hours a day as other ninety-ninth percentile students do in a full day elsewhere.
Income, IQ, and Grit 2:11:30
Liemandt explains that the single biggest predictor of school performance in America today is family income, with IQ as a secondary factor and Big Five conscientiousness as another. Because traditional schooling is time-based rather than mastery-based, only naturally conscientious, high-IQ students tend to thrive, while smart but less driven kids often coast and underperform. Alpha's approach addresses IQ by delivering lessons at each student's actual level rather than their grade level, addresses conscientiousness by supplying external motivation such as support and incentives, and addresses income by redesigning programs to fit different budgets, from Alpha's high tuition down to about twenty thousand dollars per student in public school partnerships.
Redesigning Public School Budgets 2:15:00
Liemandt describes concrete examples of fitting the model to lower budgets, including a sports academy where fields are cheap and coaches are already used to managing groups of thirty kids, allowing over a thousand students to attend free through Texas vouchers for families under sixty-five thousand dollars in income. He stresses that simply adding "edtech" into an existing school day without redesigning the whole schedule won't work, since it doesn't solve the underlying motivation and pacing problems. Some public school superintendents remain skeptical but have agreed to trial three hours of app-based learning followed by Alpha-style workshops suited to their community's budget.
Success, Suffering, and Culture 2:19:00
Huberman raises a cultural tension: American stories tend to celebrate underdogs who succeed only after suffering, creating an implicit suspicion of people who succeed without hardship. Liemandt responds by pointing to Alpha's mission to reach everyone regardless of background, citing plans to become the largest school in Texas serving families under sixty-five thousand dollars in income, with those sports academy kids learning at the same accelerated rate as high-tuition private school students.
Scaling Globally Through Games and Partnerships 2:24:00
Liemandt outlines validation and expansion plans, including a partnership with MIT's Blueprint Labs, a Nobel laureate research group, to run randomized controlled trials proving the model's results. He describes a "GT squared" program aiming to make 100,000 rural kids MIT-eligible by middle school, an Alpha-student-built school in Africa requiring solar power, Starlink, and a well, and a video game built by top-tier game developers designed to teach reading and math for free to up to 500 million children worldwide, expanding eventually through twelfth grade. He calls this moment a renaissance in education and says it is the best time in history to be a five-year-old, expressing optimism that every parent will see their child thrive in ways previously unexpected.
The Joy of Teaching 2:29:31
The principal reflects that the best educators combine mastery of their subject with a childlike delight in watching students learn. He shares that becoming principal four years ago, after an already strong career, gave him the most rewarding years of his life, and he urges anyone considering a move into education, at any stage of life, that the work is deeply fulfilling and that people from outside education, including software and game designers, are now joining the effort to change schooling.
Closing the Conversation 2:31:02
The hosts thank each other, noting the applicant pool for education just grew, before wrapping up the discussion with Joe Liemandt about Alpha School.
Podcast Housekeeping Notes 2:31:31
The episode closes with standard requests to subscribe on YouTube, follow and review on Spotify and Apple, and check the sponsors. Huberman announces his first book, Protocols: An Operating Manual for the Human Body, available for presale at protocolsbook.com, and points listeners to his social media accounts and the free monthly Neural Network newsletter at hubermanlab.com.
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