7 Years of Building a Learning System in 12 minutes

00:11:52
https://www.youtube.com/watch?v=6GTt10GDWII

摘要

TLDRIn this video, the speaker introduces a learning system they've developed over seven years, called the PERO system, which enhances learning efficiency by 60% and saves 10 study hours per week. It consists of five key components: priming, encoding, reference, retrieval, and overlearning. Priming prepares the brain for new information, encoding organizes the information for easier understanding, referencing involves note-taking to avoid information overload, retrieval reinforces memory through practice, and overlearning involves revisiting topics for mastery. The speaker emphasizes that effective learning is more about systems than techniques and shares a quiz to help evaluate one's learning system, offering recommendations based on the results. Users of the quiz have found it beneficial for understanding and improving their learning processes.

心得

  • 🧠 The PERO system boosts learning efficiency significantly.
  • 📚 Focus on systems rather than individual techniques for studying.
  • 🔍 Priming helps filter and prepare information for better absorption.
  • 🗂️ Encoding is essential for organizing and remembering information.
  • 📝 Reference allows you to handle detailed notes without overload.
  • 🔄 Retrieval is crucial for strengthening memory.
  • 💪 Overlearning enhances quick recall but is not always necessary.
  • 🧐 Personalized learning systems are more effective.
  • 📊 A quiz can help you evaluate your learning strengths and weaknesses.
  • 🎓 Confident learners tend to perform better, according to the quiz.

时间轴

  • 00:00:00 - 00:05:00

    Over a span of seven years, the speaker developed an efficient learning system named the 'Pero system' that increased his study efficiency by over 60%, saving him approximately 10 hours a week. The core of the Pero system lies in its adaptability for any learner, focusing on understanding learning processes rather than mere techniques. He critiques the common approach to learning that relies heavily on repetition and highlights that effective learning involves filtering and processing information relevantly to reduce the need for repetition. He shares his past struggles of inefficient learning during medical school, leading to his creation of this system, which now emphasizes priming, the initial stage of preparing the brain to receive new information by establishing relevance, which aids in better processing and memory retention.

  • 00:05:00 - 00:11:52

    The 'Pero system' includes five main components: Priming, Encoding, Reference, Retrieval, and Overlearning—all aimed at improving how information is processed and retained. Encoding involves organizing and simplifying information to facilitate its movement into memory, which requires active engagement and effort. Reference deals with managing detailed information separately to prevent overload during the encoding process, allowing for later review. Retrieval is crucial for testing one’s knowledge and further solidifying understanding. The system also incorporates interleaving—approaching information from various angles to deepen comprehension—and overlearning, although the latter is often used as a last resort in most learning scenarios. The narrator has also developed a quiz to help individuals evaluate their learning systems, revealing his own initial low score and how understanding these components can help improve learning efficiency.

思维导图

视频问答

  • What is the PERO system?

    The PERO system is a personalized learning system designed to enhance study efficiency, consisting of priming, encoding, reference, retrieval, and overlearning processes.

  • How does the PERO system improve learning efficiency?

    By organizing information processing effectively, reducing repetition, and enhancing memory retrieval through structured methods.

  • What is priming in the PERO system?

    Priming prepares the brain to learn new information more effectively through preliminary activities before the main learning event.

  • How does encoding help with learning?

    Encoding involves organizing and processing information using mental techniques, making it easier to understand, remember, and retrieve.

  • What is the role of reference in learning?

    Reference involves taking detailed notes and storing them separately to avoid overload during the main learning process, allowing focus on core information.

  • Why is retrieval important in the learning process?

    Retrieval strengthens memory by reprocessing knowledge and testing the ability to apply it, deepening understanding.

  • What does overlearning entail?

    Overlearning involves repeatedly revisiting topics beyond initial mastery to ensure quicker recall and fluency, particularly useful for competitive assessments.

  • Why is overlearning optional?

    Overlearning is optional as not all learning situations require extensive repetition beyond basic competency, especially in non-competitive settings.

  • How can one evaluate their learning system?

    By using a diagnostic quiz that analyzes the effectiveness of each element in the PERO system, providing personalized improvement recommendations.

  • What did users think about the learning system quiz?

    Users found the quiz insightful and helpful for identifying areas of improvement in their learning strategies.

查看更多视频摘要

即时访问由人工智能支持的免费 YouTube 视频摘要!
字幕
en
自动滚动:
  • 00:00:00
    I spent 7 years building a learning
  • 00:00:03
    system that boosted my efficiency by
  • 00:00:05
    over 60% and saved me at least 10 hours
  • 00:00:08
    of studying per week and although every
  • 00:00:10
    learner's brain is different the best
  • 00:00:13
    thing about this system is that anyone
  • 00:00:15
    can use it and personalize it and I call
  • 00:00:17
    it the pero system it stands for priming
  • 00:00:20
    encoding reference retrieval and
  • 00:00:23
    overlearning I'll explain all of it in a
  • 00:00:24
    sec one of the most common questions
  • 00:00:26
    that people ask me is Justin what is the
  • 00:00:28
    best technique for studying and if
  • 00:00:30
    someone ask me this I immediately know
  • 00:00:33
    something crucial about this person's
  • 00:00:35
    studying ability it is that this person
  • 00:00:37
    does not know how learning truly works
  • 00:00:40
    because they thinking about techniques
  • 00:00:43
    rather than systems and unless that
  • 00:00:45
    changes you can never really be an
  • 00:00:47
    efficient learner most people think of
  • 00:00:49
    learning like this this is how I used to
  • 00:00:51
    look at it information comes in we then
  • 00:00:54
    do something that allows us to learn it
  • 00:00:58
    and we enter through this cycle of
  • 00:01:00
    repetition to strengthen our memory but
  • 00:01:02
    this is just not how Learning Works
  • 00:01:05
    learning is not just something that
  • 00:01:07
    happens it is an entire series of
  • 00:01:09
    processes and the quality of those
  • 00:01:11
    processes affects how good your memory
  • 00:01:13
    and your depth of understanding is going
  • 00:01:14
    to be if the processes involved in this
  • 00:01:16
    learning step are bad it means we have
  • 00:01:18
    to have more repetition to make up for
  • 00:01:20
    it on the other hand if our processes
  • 00:01:22
    here are good that means that we need
  • 00:01:24
    less repetition so instead the right way
  • 00:01:26
    to think about learning is a little bit
  • 00:01:27
    more like this information comes into
  • 00:01:29
    our brain and then that information is
  • 00:01:32
    filtered out it's filtered based on
  • 00:01:34
    whether we think it is relevant to what
  • 00:01:36
    we already know and that's based on what
  • 00:01:38
    we already have existing in our memory
  • 00:01:40
    so if it's related and if we can see how
  • 00:01:43
    it is something that we need to hold on
  • 00:01:45
    to we will then go and process it a
  • 00:01:48
    little bit more organizing the
  • 00:01:50
    information making sense of it and this
  • 00:01:52
    is really where the understanding and
  • 00:01:54
    the depth comes from once we do the
  • 00:01:57
    processing part of that also helps to
  • 00:01:59
    organ the information into our memory in
  • 00:02:02
    a structure and a model that makes sense
  • 00:02:05
    for us that is easy for our memory to
  • 00:02:07
    hold on to and is relevant for our brain
  • 00:02:09
    if it didn't meet that filtration
  • 00:02:11
    criteria we are just going to forget it
  • 00:02:13
    which means if information comes in and
  • 00:02:16
    we think it's not relevant we don't see
  • 00:02:17
    how it connects to anything else we
  • 00:02:19
    don't see how it connects to anything we
  • 00:02:20
    already know then no matter how many
  • 00:02:22
    times you try to put the information in
  • 00:02:24
    we are just going to forget it and
  • 00:02:26
    usually very quickly on the other hand
  • 00:02:27
    once the information is in our memory we
  • 00:02:29
    can retrieve that knowledge and the
  • 00:02:32
    retrieval process also helps to process
  • 00:02:34
    and organize it again in a way that
  • 00:02:36
    makes even more sense so this is
  • 00:02:37
    constantly refining our memory within
  • 00:02:40
    using our existing knowledge and our
  • 00:02:42
    existing memory to help us filter any
  • 00:02:45
    new information that comes in now
  • 00:02:47
    learning is a lot more complicated than
  • 00:02:48
    this by the way but if we use this model
  • 00:02:50
    then we can start seeing where our own
  • 00:02:52
    weaknesses might be so for example let's
  • 00:02:55
    take me back when I was trying to enter
  • 00:02:57
    into medical school studying 20 hours a
  • 00:02:59
    day because I sucked at learning uh what
  • 00:03:01
    I was doing I would just sit there and I
  • 00:03:03
    just read through my notes I'd go to
  • 00:03:04
    these lectures and sit there listening
  • 00:03:06
    trying to understand whatever I could
  • 00:03:07
    and then I'd spend all the rest of the
  • 00:03:08
    day just writing more notes studying
  • 00:03:10
    things again and then eventually doing
  • 00:03:12
    flash cards on past papers that was like
  • 00:03:13
    my entire life so for me if we look at
  • 00:03:15
    this information was definitely coming
  • 00:03:17
    in and very very quickly but I wasn't
  • 00:03:19
    aware that my brain was filtering it
  • 00:03:21
    based on relevance so I wasn't trying to
  • 00:03:24
    make it more relevant as a result a lot
  • 00:03:26
    of what I learned felt pretty random and
  • 00:03:28
    arbitrary and I would for get a lot of
  • 00:03:30
    it and so I'd have to shove it back in
  • 00:03:32
    again so I was trapped inside this Loop
  • 00:03:34
    and even though occasionally bits of it
  • 00:03:36
    did make its way in so I was able to
  • 00:03:38
    process it a little bit more eventually
  • 00:03:40
    again it would end up being forgotten
  • 00:03:42
    because of the fact that it still wasn't
  • 00:03:44
    that relevant for my brain and I just
  • 00:03:46
    wasn't aware that this is the process I
  • 00:03:48
    need to try to optimize and once I
  • 00:03:50
    nailed that that is what made the big
  • 00:03:53
    difference for me that is what flipped
  • 00:03:54
    my learning into a mode that was much
  • 00:03:56
    more efficient and so this is where the
  • 00:03:58
    Paro system comes in the p in pero
  • 00:04:01
    stands for priming priming is any
  • 00:04:03
    technique that you use before a main
  • 00:04:06
    learning event that could be a class it
  • 00:04:08
    could be a lecture it could just be a
  • 00:04:10
    single long study session but it's
  • 00:04:12
    talking about an activity that you do
  • 00:04:15
    before you encounter a topic for the
  • 00:04:18
    first time it is priming your brain to
  • 00:04:21
    learn that information more effectively
  • 00:04:23
    essentially what it's helping us do is
  • 00:04:25
    it's helping our brain filter the
  • 00:04:27
    information and say hey this new
  • 00:04:29
    information is relevant let's move it
  • 00:04:31
    along into the processing primming is
  • 00:04:34
    one of the most effective things that
  • 00:04:36
    you can Implement into a learning system
  • 00:04:38
    because it's so early on in this
  • 00:04:40
    learning flow and if you don't get this
  • 00:04:42
    part right everything after this starts
  • 00:04:45
    suffering you will get easily overloaded
  • 00:04:47
    and overwhelmed you will find that your
  • 00:04:49
    memory is very leaky you will find that
  • 00:04:50
    you're not able to use and retrieve that
  • 00:04:52
    knowledge very effectively because the
  • 00:04:54
    information was not primed you would
  • 00:04:56
    thrown a ball and you were not ready to
  • 00:04:58
    catch it the e stands for encoding and
  • 00:05:00
    in this diagram it stands for this
  • 00:05:02
    processing part here it's talking about
  • 00:05:04
    the part of learning that allows your
  • 00:05:06
    brain to make sense of the information
  • 00:05:07
    and then put it into your memory but
  • 00:05:09
    encoding in the learning system means
  • 00:05:11
    that you have to have techniques that
  • 00:05:12
    allow your brain to organize and process
  • 00:05:15
    the information effectively that means
  • 00:05:17
    grouping things together simplifying
  • 00:05:20
    things looking for analogies finding
  • 00:05:22
    connections and relationships uh looking
  • 00:05:25
    for ways to make the information more
  • 00:05:27
    intuitive simpler easier to understand
  • 00:05:30
    this is also the part that most people
  • 00:05:31
    struggle with because it requires a lot
  • 00:05:33
    of mental effort and thinking to do this
  • 00:05:35
    which actually puts some people off but
  • 00:05:37
    that is the active part of active
  • 00:05:39
    learning when you don't do the encoding
  • 00:05:40
    part correctly even though the
  • 00:05:42
    information came in through the door
  • 00:05:44
    it's not able to be moved into your
  • 00:05:45
    memory very effectively and so even
  • 00:05:47
    though you study a lot and a lot you
  • 00:05:49
    will still continuously forget a large
  • 00:05:51
    portion of what you spent your time
  • 00:05:52
    learning now encoding is not a binary
  • 00:05:54
    process it's not about whether you are
  • 00:05:56
    doing it or not it's more of a spectrum
  • 00:05:58
    and about creating efficiency in your
  • 00:06:00
    processes so that you're moving
  • 00:06:02
    information into your memory as quickly
  • 00:06:03
    as possible the first R Imperial stands
  • 00:06:06
    for reference and this is actually just
  • 00:06:08
    about note taking it's not really on
  • 00:06:09
    this pathway but it's about
  • 00:06:11
    understanding that if you're trying to
  • 00:06:12
    consume all the information all at once
  • 00:06:15
    and you're trying to do all of the
  • 00:06:16
    processing all at once you're going to
  • 00:06:18
    get overloaded very quickly if you let
  • 00:06:19
    yourself get bogged down in details that
  • 00:06:23
    don't help you to organize the
  • 00:06:25
    information in a way you want your brain
  • 00:06:27
    power to be focused on moving the
  • 00:06:29
    information
  • 00:06:30
    through here into your memory and there
  • 00:06:32
    are certain things that are going to be
  • 00:06:34
    so specific and so fine and so detailed
  • 00:06:37
    that it's not going to help do that it's
  • 00:06:39
    just a distraction and that's where
  • 00:06:41
    referencing comes in which is taking
  • 00:06:43
    those pieces of information and just
  • 00:06:44
    putting them somewhere else so that you
  • 00:06:47
    can come back to it later this could be
  • 00:06:49
    in the form of flash cards a sick and
  • 00:06:50
    brain app using something like obsidian
  • 00:06:52
    whatever you want to do it's a parking
  • 00:06:54
    lot a dump for all the very very fine
  • 00:06:57
    details that you don't want to B with
  • 00:07:00
    while you are encoding and processing
  • 00:07:02
    the second R is retrieval and retrieval
  • 00:07:05
    is the part where you're taking
  • 00:07:07
    information from your memory and then
  • 00:07:08
    you are testing yourself and challenging
  • 00:07:10
    your ability to use and apply that
  • 00:07:12
    knowledge retrieval is a necessary
  • 00:07:15
    component of every Learning System
  • 00:07:17
    number one because that's what actually
  • 00:07:19
    tests your ability to use your knowledge
  • 00:07:21
    but number two because the act of
  • 00:07:23
    retrieving knowledge actually helps you
  • 00:07:25
    to reprocess and repackage that
  • 00:07:27
    knowledge which strengthens your memory
  • 00:07:29
    and deepens your understanding which is
  • 00:07:31
    where I imperio comes in which stands
  • 00:07:33
    for interleaving interleaving is hitting
  • 00:07:35
    a topic from multiple perspectives and
  • 00:07:37
    multiple angles I've actually got
  • 00:07:39
    another video about interleaving here
  • 00:07:41
    cuz it's a big topic and actually one of
  • 00:07:43
    the most important things that you can
  • 00:07:44
    do to upgrade your Learning System but
  • 00:07:46
    in summary it's about making sure that
  • 00:07:47
    you are testing yourself in multiple
  • 00:07:50
    perspectives rather than just the one
  • 00:07:52
    way you learned it and just testing
  • 00:07:54
    yourself in that one way when you don't
  • 00:07:55
    do interleaving your knowledge becomes
  • 00:07:57
    very narrow which means yes you may be
  • 00:07:59
    able to answer questions if they are
  • 00:08:01
    asked in the same way that your flash
  • 00:08:03
    card has it written down but if there's
  • 00:08:05
    a curveball question if there's a
  • 00:08:06
    combination of Concepts that you never
  • 00:08:08
    really thought about before or it's just
  • 00:08:10
    something that feels a little bit out of
  • 00:08:11
    scope you're going to struggle usually
  • 00:08:14
    these are the questions that separate
  • 00:08:15
    the top Learners from the rest and the
  • 00:08:16
    final o imperio is for overlearning
  • 00:08:19
    overlearning is when you're learning
  • 00:08:21
    more than you need to a little bit more
  • 00:08:22
    out of scope and a little bit deeper
  • 00:08:25
    into a higher standard it often involves
  • 00:08:27
    a lot of repetition for example doing
  • 00:08:29
    lots of practice questions or lots of
  • 00:08:31
    flash cards or just going over things
  • 00:08:34
    again and again this is the part of
  • 00:08:36
    learning that is repetitive by Nature
  • 00:08:39
    it's what creates that faster recall and
  • 00:08:41
    that enhanced fluency with your
  • 00:08:44
    knowledge it is also optional a lot of
  • 00:08:47
    people don't need to do overlearning
  • 00:08:48
    because overlearning is really only
  • 00:08:50
    effective once you're sitting really
  • 00:08:52
    competitive assessments or where the
  • 00:08:54
    standard for excellence is very very
  • 00:08:56
    high most people and most day-to-day
  • 00:08:58
    studying don't need to have over
  • 00:08:59
    learning at all unfortunately most
  • 00:09:02
    people also use overlearning strategies
  • 00:09:05
    as their first strategy in the learning
  • 00:09:07
    process and that takes time and
  • 00:09:09
    attention away from doing the priming en
  • 00:09:12
    coding and retrieval Parts properly it's
  • 00:09:14
    basically this cycle that I talked about
  • 00:09:16
    before where you're basically just
  • 00:09:17
    compensating for ineffective encoding
  • 00:09:19
    through lots of repetition so to help
  • 00:09:20
    you evaluate your own Learning System
  • 00:09:22
    I've actually gone ahead and created a
  • 00:09:24
    quiz that you can go through and it will
  • 00:09:26
    score your learning system based on each
  • 00:09:28
    part of per
  • 00:09:29
    it's free to do I'll check a link in the
  • 00:09:31
    description below don't say I never do
  • 00:09:32
    anything for you so I'm going to go
  • 00:09:33
    ahead and answer these questions based
  • 00:09:35
    on how I used to study and I'll see what
  • 00:09:37
    the score
  • 00:09:49
    says and
  • 00:09:51
    35% uh that's about what I expected uh
  • 00:09:56
    it's pretty bad uh if you do this
  • 00:09:58
    yourself you can see um you can scroll
  • 00:09:59
    down and learn a little bit more about
  • 00:10:01
    it yeah it looks pretty tragic for me
  • 00:10:03
    they'll give you a bunch of
  • 00:10:05
    recommendations based on your scores in
  • 00:10:07
    terms of what you need to improve on and
  • 00:10:08
    what priority so feel free to go through
  • 00:10:10
    that yourself okay so I was going to end
  • 00:10:12
    the video right there but I wanted to
  • 00:10:13
    make sure that this quiz was helpful for
  • 00:10:15
    as many people as possible so I actually
  • 00:10:17
    went ahead and gave early access to a
  • 00:10:19
    bunch of people to see how they found it
  • 00:10:20
    and they had a diverse range of resorts
  • 00:10:22
    some of them scored pretty average and
  • 00:10:23
    some of them scored surprisingly well
  • 00:10:25
    and after seeing the results I learned
  • 00:10:27
    two things number one people who weren't
  • 00:10:30
    very confident in how they learn also
  • 00:10:32
    had lower scores and an explanation for
  • 00:10:35
    why they were not so confident and
  • 00:10:36
    number two everyone found the quiz
  • 00:10:38
    helpful hello my name is Julian Nisha Ed
  • 00:10:42
    and I've just taken I can studies
  • 00:10:44
    Learning System Diagnostic and results
  • 00:10:46
    were very helpful because previously
  • 00:10:48
    I've never had something that would
  • 00:10:50
    actually quantify and measure how
  • 00:10:53
    effective my learning system was I
  • 00:10:55
    definitely think that this is a tool
  • 00:10:57
    that I could use in the classroom
  • 00:10:59
    particularly for subjects where we're
  • 00:11:00
    teaching kids how to learn at a really
  • 00:11:02
    young age like your 9 year 10 I found
  • 00:11:04
    the test uh pretty easy to use it's sort
  • 00:11:07
    of good to pinpoint what exactly am I'm
  • 00:11:10
    doing wrong so I did find it insightful
  • 00:11:12
    in that regard and it's been so helpful
  • 00:11:15
    just with like not just learning the
  • 00:11:17
    content but actually understanding it
  • 00:11:19
    and seeing the significance of like a
  • 00:11:22
    learning approach I'm just super
  • 00:11:23
    grateful that like I could give this a
  • 00:11:25
    go I'm going to really try and
  • 00:11:27
    incorporate some of the suggestions
  • 00:11:30
    and see how they go so I'm super glad I
  • 00:11:33
    do the quiz and I highly recommend it
  • 00:11:34
    for you as well it's only a few minutes
  • 00:11:36
    but the insights that you'll get from
  • 00:11:38
    there will save you hours down the line
  • 00:11:40
    so I'm really excited for you to give
  • 00:11:42
    the quiz a go yourself the link is in
  • 00:11:43
    the description make sure to check it
  • 00:11:45
    out thank you so much for watching and
  • 00:11:46
    I'll see you in the next one and yes by
  • 00:11:49
    the way I am in a new office
标签
  • learning
  • PERO system
  • efficiency
  • priming
  • encoding
  • reference
  • retrieval
  • overlearning
  • study techniques
  • quiz