The Psychology of Intelligence: How to Learn Anything Almost Unfairly Fast — Transcript
Full transcript
- 0:00Right now, today, you are capable of
- 0:02learning almost anything twice as fast
- 0:05as you're learning it right now. And
- 0:06before you brush that off as some
- 0:08motivational one-liner, I need you to
- 0:10sit with it for a second because it
- 0:12isn't one. It's one of the most
- 0:13repeated, most replicated findings in
- 0:16cognitive psychology, and it's been
- 0:18sitting quietly in academic journals for
- 0:2050 years while almost nobody outside a
- 0:23university research lab ever heard about
- 0:25it. The reason you're not learning at
- 0:27that speed has almost nothing to do with
- 0:29how smart you are. I know that's
- 0:31uncomfortable to hear, especially if
- 0:33you've spent your whole life believing
- 0:35intelligence is the ceiling on what you
- 0:37can become. But stay with me because
- 0:39what I'm about to show you might be the
- 0:41most useful 8 minutes you spend all
- 0:43year. Picture two people, same book,
- 0:46same course, same number of hours,
- 0:48roughly the same starting ability. A
- 0:50month later, one of them has almost
- 0:52nothing left. They can recognize the
- 0:54material if you show it to them again,
- 0:56but they can't produce it, can't use it
- 0:58under pressure, can't pull it out in a
- 1:00job interview or an exam or a real
- 1:03conversation. The other person has it
- 1:05for life. They can call it up instantly,
- 1:08apply it to a brand new problem, teach
- 1:10it to someone else without notes. The
- 1:12gap between those two people is
- 1:14enormous, and here's the part that
- 1:16should genuinely unsettle you. That gap
- 1:18has almost nothing to do with talent and
- 1:20almost nothing to do with how hard
- 1:22either of them worked. It comes down
- 1:24entirely to what they each did with
- 1:26hours they were both already going to
- 1:28spend anyway. Most of us explain this
- 1:30gap the same tired way. We tell
- 1:32ourselves some people are just wired for
- 1:34it, good memory, quick minds, lucky
- 1:37brains. And when that story stops making
- 1:39sense because you've met plenty of quick
- 1:42people who forget everything a week
- 1:43later, we reach for the backup story.
- 1:46You just need more hours. Read it again.
- 1:49Highlight more. Stay up later. Grind
- 1:51harder. But the actual truth is stranger
- 1:54and honestly kinder than either of those
- 1:57stories. The people who seem to learn
- 1:59unfairly fast are not processing
- 2:01information quicker than you. Their
- 2:03memory isn't sharper than yours. In
- 2:05fact, a lot of them are putting in fewer
- 2:08hours than you are. What they're doing
- 2:09differently is running the exact same
- 2:12material through a different set of
- 2:13conditions, conditions that, while
- 2:16they're happening, feel worse. They feel
- 2:18slower. They feel like failure. They
- 2:20make you look and feel dumber in the
- 2:22moment than the method you're probably
- 2:24using right now. And that is precisely
- 2:26why almost nobody chooses them. This
- 2:28whole idea traces back to a memory
- 2:30researcher at UCLA named Robert Bjork,
- 2:33who spent decades studying a pattern
- 2:35that kept surfacing in his data, a
- 2:38pattern almost nobody wanted to believe.
- 2:40Conditions that slow you down while
- 2:42you're learning very often produce
- 2:44dramatically better long-term memory and
- 2:46better ability to use that knowledge
- 2:48somewhere new. Conditions that make
- 2:50learning feel fast and smooth in the
- 2:53moment very often produce worse results
- 2:55down the line. Bjork gave this its own
- 2:58name, one that sounds almost like a
- 3:00contradiction, desirable difficulties.
- 3:03Difficulty isn't the toll you pay to
- 3:05learn something. In a lot of cases,
- 3:07difficulty is the mechanism doing the
- 3:09learning. To really understand why, you
- 3:12need the model underneath it. In 1992,
- 3:15Robert and Elizabeth Bjork proposed
- 3:17something called the new theory of
- 3:19disuse, and it splits memory into two
- 3:21things that most of us treat as a single
- 3:24thing. The first is storage strength,
- 3:27how deeply a piece of information is
- 3:29wired into everything else you know, how
- 3:31many connections it has, how solidly
- 3:33it's built into your mind. The second is
- 3:36retrieval strength, how easily you can
- 3:38pull that information up right now, in
- 3:41this exact moment, with the cues
- 3:43currently sitting in front of you.
- 3:45Here's the part that changes everything.
- 3:47Only retrieval strength shows up in how
- 3:49you feel. When something feels like you
- 3:51know it, that feeling is retrieval
- 3:54strength talking. But only storage
- 3:56strength is actual durable learning, and
- 3:58the two move almost completely
- 4:00independently of each other. That means
- 4:03you can have something sitting at very
- 4:04high retrieval strength and very low
- 4:06storage strength at the exact same time.
- 4:09Which means it feels completely solid
- 4:11today and will be functionally gone in 9
- 4:13days. That is the entire experience of
- 4:16cramming in one sentence. It's why every
- 4:19fact you ever memorize the night before
- 4:21an exam quietly evaporated by the
- 4:23following month, even though you swore
- 4:25in the moment that you knew it cold.
- 4:27Now, here's the detail that should
- 4:29change how you study for the rest of
- 4:30your life. When you successfully pull
- 4:32something out of memory, the gain in
- 4:34storage strength is bigger the harder
- 4:36that retrieval was. The more faded, the
- 4:39more buried, the more effort it took to
- 4:41drag that memory back up, the more that
- 4:44act of dragging it up strengthens it
- 4:45permanently. Think of it as a trail
- 4:47through a forest. Rereading your notes
- 4:50is looking at a map trail. Actually
- 4:52pulling the information out of your own
- 4:54head is walking it yourself. And a trail
- 4:57you have to search for when it's half
- 4:58overgrown gets widened far more than one
- 5:01someone just freshly mowed for you 5
- 5:03minutes ago. The struggle to find the
- 5:05memory isn't an obstacle standing in
- 5:07front of the learning. The struggle to
- 5:09find it is the learning. Which brings us
- 5:11to the uncomfortable part. And I want
- 5:13you to really hear this one because it
- 5:15might explain a decade of frustration
- 5:17you felt and never had words for. If
- 5:20difficulty builds memory and ease
- 5:22doesn't, then the exact feeling you've
- 5:25been using your whole life to judge
- 5:27whether studying is working has been
- 5:28pointing you in exactly the wrong
- 5:30direction. You reread a chapter and it
- 5:33feels smooth and familiar, so you
- 5:35conclude you know it. You watch a
- 5:36tutorial and follow along effortlessly,
- 5:39so you assume you've learned it. You
- 5:41highlight a sentence and the words feel
- 5:43obvious, so you move on. Psychologists
- 5:45have a name for this, the fluency
- 5:47illusion. Your brain uses how easy
- 5:50something feels to process as a shortcut
- 5:52for I know this, and that shortcut is
- 5:54wrong. It only measures how accessible
- 5:57the material is right this second, with
- 5:59every cue conveniently sitting in front
- 6:01of you. It tells you absolutely nothing
- 6:03about whether you'll still have it on
- 6:05Thursday without the page open. And this
- 6:07isn't some small effect hiding at the
- 6:09margins of the research. In 2006,
- 6:12Roediger and Karpicke had students study
- 6:15passages, then either re-study them or
- 6:17take a recall test on them instead. Five
- 6:20minutes later, the re-study group
- 6:21performed better, exactly what you'd
- 6:23expect. But two days later, and again a
- 6:26full week later, the group that had
- 6:28tested themselves performed
- 6:29substantially better. And here's the
- 6:31twist that makes it sting a little. The
- 6:33re-study group was more confident going
- 6:35in. They felt like they knew more. They
- 6:38actually knew less. If you've ever
- 6:40walked into an exam feeling completely
- 6:42ready and then blanked halfway through,
- 6:44that wasn't a fluke, and it definitely
- 6:46wasn't a sign that something is wrong
- 6:48with you. It was your brain doing
- 6:50exactly what everyone's brain does under
- 6:52the fluency illusion. Now, before we get
- 6:55to what actually works, I need to take
- 6:57something away from you gently. You've
- 6:59probably been told at some point that
- 7:00you're a visual learner, or an auditory
- 7:02learner, or a hands-on learner, and that
- 7:05your job is to go find the format that
- 7:07matches your type. In 2008, a group of
- 7:10cognitive psychologists, Harold Pashler,
- 7:13Mark McDaniel, Doug Rohrer, and Robert
- 7:15Bjork among them, went through the
- 7:17entire body of research on this claim.
- 7:19Almost none of the existing studies had
- 7:22even been designed in a way that could
- 7:23test it properly. And of the ones that
- 7:25were designed well enough, several found
- 7:28results that directly contradicted the
- 7:30idea. Their conclusion was blunt. There
- 7:32is no adequate evidence to justify using
- 7:35learning style assessments in education
- 7:37at all. So if you've spent years hunting
- 7:39for your learning style, or the perfect
- 7:41app, or the ideal note-taking system.
- 7:44You haven't actually been looking for a
- 7:45method. You've been looking for a
- 7:47version of learning that doesn't feel
- 7:49bad. And that version doesn't exist.
- 7:51You've been choosing your study methods
- 7:53based on comfort. And comfort is the
- 7:55single most reliable signal that nothing
- 7:58is actually being stored. And no, before
- 8:01you ask, more hours won't rescue it
- 8:03either. This was never a willpower
- 8:05problem, and it never will be. Adding
- 8:07four more hours onto a broken method
- 8:10doesn't turn it into a working method.
- 8:12It just makes you exhausted in exactly
- 8:14the same place you started. Effort
- 8:16volume was never the variable that
- 8:18mattered. Effort direction is. So, let's
- 8:20actually fix the direction together with
- 8:23five laws that separate people who learn
- 8:25things permanently from people who have
- 8:27to relearn the same things over and over
- 8:30for the rest of their lives. Law one,
- 8:32retrieval, not review. This is the
- 8:35single highest leverage swap available
- 8:37to a human brain, and almost nobody
- 8:39makes it. In 2008, Jeffrey Karpicke and
- 8:42Henry Roediger published a study that
- 8:44honestly should be taught in every
- 8:46school on the planet. Students learned
- 8:48Swahili-English word pairs. Once a
- 8:51student had correctly recalled a pair
- 8:53even one time, it got handled two
- 8:55different ways. For some students, that
- 8:57pair stayed in the study rotation. They
- 9:00kept seeing it again. For others, it
- 9:02moved into a testing-only rotation. They
- 9:05had to keep retrieving it from memory
- 9:06with nothing to look at. A week later,
- 9:09the group that had kept retrieving the
- 9:10pairs recalled roughly 80% of them. The
- 9:13group that had only kept re-studying
- 9:15them recalled about a third. Repeated
- 9:17studying, once you already technically
- 9:19know something, added almost nothing.
- 9:22Repeated retrieval was nearly the entire
- 9:24effect on its own. And there's a detail
- 9:27in that paper I find genuinely
- 9:29unsettling. The students' own
- 9:30predictions about how well they do were
- 9:32completely uncorrelated with how well
- 9:34they actually did. Not weakly
- 9:36correlated, uncorrelated. Even the
- 9:39university students sitting inside the
- 9:41experiment had no idea which method was
- 9:43actually working for them, which tells
- 9:45you that you probably can't trust your
- 9:47gut on this either. And that's not a
- 9:49knock on you. It's just how human memory
- 9:51is built. So, here's the practical move.
- 9:54Close the book. Put your notes face
- 9:55down. Then write out or say out loud
- 9:59everything you can dredge up on the
- 10:00topic. Not recognizing it when you see
- 10:02it. Actually producing it from nothing.
- 10:05I'll warn you now. It will feel
- 10:06genuinely awful the first few times
- 10:09because you're going to discover you
- 10:10have far less locked in than you thought
- 10:12you did. I need you to hear this
- 10:14clearly. That discovery is not bad news.
- 10:17That moment of realizing how little you
- 10:19can actually produce is the exact point
- 10:22where the real learning finally starts.
- 10:24The bad feeling isn't a sign you're
- 10:26doing it wrong. It's a sign you're
- 10:27finally doing it right. Law two, space
- 10:30it out until you almost forget. Most
- 10:32people, once they get serious, do the
- 10:35opposite of this instinctively. They
- 10:37block out one enormous session and run
- 10:39through the material five times in a row
- 10:42back-to-back. But go back to that forest
- 10:44trail for a second. If you walk the
- 10:46exact same path five times in one
- 10:48afternoon, nothing widens after the very
- 10:50first pass because you never actually
- 10:53lost the trail in the first place. There
- 10:55was nothing to find. Storage strength
- 10:57grows on the gap between attempts, not
- 11:00on raw repetition. This falls directly
- 11:02out of the Bjork model. The gain from
- 11:04retrieval is biggest exactly when
- 11:06retrieval strength has already dropped.
- 11:09So, the delay between your study
- 11:10sessions isn't a scheduling
- 11:12inconvenience you're forced to tolerate.
- 11:14The delay is the active ingredient
- 11:16itself. Letting a few days pass so the
- 11:19material gets slightly foggy and then
- 11:21forcing it back up under that fog does
- 11:23more for permanent memory than reading
- 11:25something six times in a single night
- 11:28ever will. Here's your rule of thumb. If
- 11:30recalling it feels easy, you waited too
- 11:32little. If you can't recall it at all,
- 11:35even with a hint, you waited too long.
- 11:37You want that exact state where it's
- 11:39sitting right on the tip of your tongue,
- 11:41and you have to genuinely fight for it.
- 11:43That uncomfortable, itchy feeling is the
- 11:45sweet spot. And it feels like struggling
- 11:48because it is struggling, and that's
- 11:50exactly the point. Law three, mix what
- 11:52you practice. Almost every textbook,
- 11:55every course, every workout plan on
- 11:57Earth is organized in neat blocks. 10
- 12:00problems using one method, then 10 more
- 12:03using the next. It feels organized, and
- 12:05it produces this beautiful false sense
- 12:08of mastery. Because by the third
- 12:10problem, you don't even need to read the
- 12:12question anymore. The page already told
- 12:14you which tool to grab. Interleaving
- 12:16means shuffling all of that together.
- 12:19So, every problem arrives unlabeled, and
- 12:21you actually have to work out which
- 12:22approach it even needs before you can
- 12:24begin. Doug Rohrer and his colleagues
- 12:27ran this in real classrooms with real
- 12:29stakes. In one study, seventh-grade
- 12:32students got either blocked or
- 12:34interleaved practice over 9 weeks,
- 12:36followed by an unannounced test 2 weeks
- 12:38later. The interleaved group scored 72%.
- 12:42The blocked group scored 38%, less than
- 12:45half. But, here's my favorite finding in
- 12:47this entire body of research, because it
- 12:50captures the whole idea of this video in
- 12:53one line. In an earlier, related
- 12:55experiment, interleaving nearly tripled
- 12:57scores on the final test, and during the
- 13:00actual practice sessions themselves, the
- 13:02interleaved group performed noticeably
- 13:04worse. Around 60% accuracy, compared to
- 13:08roughly 90% for the blocked group. The
- 13:10method that looked like it was failing
- 13:12while people were using it was the exact
- 13:14method that nearly tripled what they
- 13:16walked away with. Sit with that for a
- 13:18second. If you'd been that student
- 13:20halfway through practice, watching your
- 13:22accuracy crater compared to your
- 13:23classmates, you would have quit and gone
- 13:26straight back to the comfortable blocks.
- 13:28Almost everyone would have. Law four,
- 13:31explain it with the source closed.
- 13:33Reading an explanation and actually
- 13:34understanding it are two completely
- 13:36different events and your brain is
- 13:38remarkably bad at telling them apart.
- 13:41Watching someone else deliver a clear,
- 13:43polished explanation feels almost
- 13:45identical to being able to produce that
- 13:47same explanation yourself. It isn't. So,
- 13:51close everything. The book, the tab, the
- 13:54notes and explain the concept out loud
- 13:56in plain language as if you're talking
- 13:58to someone who has never encountered it
- 14:00before. No glancing back. No peeking.
- 14:03Just you generating it from scratch.
- 14:06Within about 90 seconds, you are going
- 14:08to hit a wall. A spot where the sentence
- 14:10starts and then quietly dissolves. Where
- 14:13you catch yourself reaching for the
- 14:14technical term because you genuinely
- 14:16cannot say the plain idea underneath it.
- 14:19That wall is the single most valuable
- 14:21thing you will find in your entire study
- 14:23session. It's a precise, exact
- 14:25coordinate of what you don't actually
- 14:27know yet handed to you for free and
- 14:29there is no other way to get it.
- 14:31Rereading will never show it to you
- 14:33because rereading hands you the words
- 14:35already assembled and lets you feel like
- 14:37you produced them yourself. When you
- 14:39didn't. So, find the hole. Go fill
- 14:41exactly that hole and then close the
- 14:44book and explain it again. Law five,
- 14:46build chunks not facts. This is where
- 14:49the unfair speed you've been watching in
- 14:51other people actually comes from. So,
- 14:53stay with me here. In 1973, William
- 14:56Chase and Herbert Simon ran an
- 14:58experiment using chess players. They
- 15:00showed both masters and beginners a real
- 15:03position from an actual game for just a
- 15:05few seconds then asked each of them to
- 15:07reconstruct it from memory. The masters
- 15:10were dramatically better which honestly
- 15:12surprises nobody. Then they did the same
- 15:14test again except this time the pieces
- 15:17were scattered randomly on the board
- 15:19with no real game logic behind their
- 15:21placement And the master's advantage
- 15:23almost completely disappeared. They
- 15:25performed close to the beginners. Their
- 15:28raw memory was never actually superior.
- 15:30Their working memory was just as limited
- 15:32as everyone else's on the planet. What
- 15:35they had instead was thousands of stored
- 15:37patterns, clusters of pieces that meant
- 15:39something together as a single unit. A
- 15:42beginner looks at a board and sees 25
- 15:44separate objects and can hold maybe
- 15:47seven of them at once. A master looks at
- 15:49the same board and sees five familiar
- 15:51shapes and holds all of them easily.
- 15:54Take away the underlying meaning,
- 15:56scramble the pattern, and the master
- 15:58becomes just a person again, same as
- 16:00anyone else. That's the entire secret
- 16:02behind people who seem to absorb new
- 16:05information at an impossible rate. They
- 16:07aren't moving faster through the same 25
- 16:10isolated pieces you are. They simply
- 16:12have bigger pieces. Every new fact that
- 16:14enters their field arrives with a
- 16:16hundred existing hooks already there to
- 16:18catch it. Which means it costs them
- 16:20almost nothing to store. So, stop
- 16:22hoarding isolated facts on their own.
- 16:24Start asking what this connects to. Ask
- 16:26what it's an example of. Ask why it's
- 16:28true instead of only memorizing what it
- 16:31says. Every connection you build turns
- 16:33two separate things into one single
- 16:36thing. And one thing is always cheaper
- 16:38to carry than two. And here's the part I
- 16:40really want you to walk away with
- 16:42because it changes the entire arithmetic
- 16:44of your life going forward. Learning
- 16:46fast was never a starting condition you
- 16:48either have or don't have. It's an
- 16:51output. Every single time you retrieve
- 16:53instead of review. Every time you let
- 16:55the gap open before you go back for
- 16:57more. Every time you close the book, hit
- 17:00that wall, and go fill the exact hole
- 17:02you found. You are widening a trail in
- 17:05your own mind. And trails eventually
- 17:07connect to each other. After about a
- 17:09year of doing this in one area of your
- 17:11life, new material stops arriving as a
- 17:14total stranger. It starts arriving as a
- 17:16variation on something you already have
- 17:18sitting right there. And at that point,
- 17:21people are going to start telling you
- 17:22that you have a gift, that you were
- 17:24always quick, that this stuff just comes
- 17:26naturally to you. They'll be wrong, and
- 17:28honestly, it won't even matter because
- 17:31from the outside, the person who built
- 17:33the network and the person who was
- 17:35simply born with one look completely
- 17:37identical. Both of them learn the next
- 17:39new thing in an afternoon. You just have
- 17:41to be willing to spend one uncomfortable
- 17:43season being slower and clumsier than
- 17:46you technically have to be. Herbert
- 17:48Simon, the same man behind that chess
- 17:50study, who later went on to win a Nobel
- 17:52Prize and help invent the field of
- 17:54artificial intelligence, spent a huge
- 17:56part of his career thinking about
- 17:58exactly this. And he put it about as
- 18:00plainly as it can be put. Learning
- 18:02results from what the student does and
- 18:04thinks, and only from what the student
- 18:06does and thinks. Not from what you
- 18:08watched, not from what you highlighted,
- 18:11not from what was explained beautifully
- 18:12to you by someone else. Only from what
- 18:15you did and what you thought while you
- 18:17were doing it, which, if we're being
- 18:19honest with each other, includes this
- 18:20video, too. None of what I just told you
- 18:23becomes yours until you close this tab
- 18:25and try to say it back without me
- 18:27standing next to you. So, here's my
- 18:29honest ask. Out of these five laws, tell
- 18:32me which one you've personally been
- 18:33getting wrong the longest, and be honest
- 18:35with yourself about it. Because I'll go
- 18:37first. Mine was law four for years.
- 18:41Because some people don't just misjudge
- 18:43how much they know. They physically
- 18:45absorb the emotions of a stranger across
- 18:47the room. Cry at a piece of music for
- 18:49reasons they can't explain. Have their
- 18:51entire mood shift because of someone
- 18:53else's energy. And there's a very real,
- 18:56very specific reason certain brains are
- 18:58built that way. That's exactly where
- 19:00we're going next.
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