Learning

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30-Day Challenge - Deep Processing The Deep Processing Challenge is a four-week practice plan. In each week the reader catches the moment when something only feels familiar, and each week the demand on that catch goes up. The move prac
30-Day Challenge - Mindset The Mindset Challenge is a four-week practice plan. Its goal is to make a wrong attempt cheap enough, and informative enough, that the next attempt runs. The plan uses two levers: a smaller step taken
30-Day Challenge - Retrieval The Retrieval Challenge is a four-week practice plan. It replaces rereading with closed-book reconstruction: the reader shuts the source and writes or says the key ideas from memory. Over the four wee
30-Day Challenge - Self-Management The Self-Management Challenge is a four-week practice plan. In the first week the reader maps the variables that actually shape the day. In the second week the reader tests one change. By the end of t
30-Day Challenge - Self-Regulation The Self-Regulation Challenge is a four-week practice plan. The learner treats each study method as a tool, records what each method actually does, and ends the month with a sequence of methods that d
30-Day Challenges The five 30-Day Challenges are four-week practice plans, one for each separately trainable part of learning. The parts are mistakes, the conditions of a working day, watching your own methods, how dee
A Motorcycle for the Mind A motorcycle for the mind is a computer with a language model added to it. The computer on its own was already called a bicycle for the mind, because it let a person move faster through work done in s
A Return to Code A return to code is a loop for making cheap custom software. You describe the program you want. An agent builds it and tests it. You correct the agent. The result is a program made in one afternoon th
Accuracy Before Speed A familiar process already runs near the fastest pace the quality bar still allows. Real speed comes from changing the process, and from running the current process at a pace the quality survives. An
Agent-Native Infrastructure Agent-native infrastructure is software and documentation written so an automated worker can read the instructions, see the state, and take the actions, without a human click-path. A setup page that t
AI-Assisted Learning Workflow An AI-assisted learning workflow is a way of studying in which a model does part of the work and the learner keeps the part that becomes memory. A model can take on a large share of the work in a stud
Aim Aim is the list of questions a topic must answer, written before the material is opened: why each concept matters, and how the concepts relate. The questions start a search. Answering them means going
Anti-Marketing Anti-marketing is the practice of showing constraints, flaws, trade-offs, and weak points before the other party has invested, instead of leaving them out of a polished pitch. The aim is an accurate f
Are You Learning, or Just Using Techniques A technique is working when it triggers the thinking that creates the result. Tidy output is not that evidence.
Are You Thinking, or Just Consuming Thinking with material is comparing, predicting, explaining, retrieving, deciding, or building. Consuming material is working with it without doing any of those six things. The same visible act can be
Balancing Multiple Interests - Breadth v Focus A broad identity can stay alive without every interest becoming active at once.
Bear Hunter System The default encoding workflow: questions before the material, answers into a map, the map rebuilt until it can be redrawn from memory, the structure built while learning, never assembled afterward.
Best-attempt Encoding Best-attempt encoding is the choice a learner makes when first organizing a topic: encode each item narrowly, or encode it more widely. Narrow encoding holds one fact for one question type. Wider enco
Bias and Framing Real-world bias is delivered by framing. The facts of a case can pass through a sentence unchanged while the valence attached to them, the positive or negative charge, decides which conclusions feel r
Breaching Questions A breaching question is a question the learner writes on one hole in their own knowledge and cannot answer at the time of writing. The method finds the holes that are left after ordinary retrieval pra
Catching the Inner Voice Self-talk is speech without sound. A person learns it from other people, produces it with the same system that produces spoken words, and can train it the way speech habits are trained. That system ma
Cave Theory A brain priced in energy keeps what connects to a purpose and sweeps the rest: why the relationship, relevance, and question techniques are not tastes.
Charisma How much other people want to come toward you and the conversation: contingent, trainable, and only as good as what sits behind the signals.
Clinical Learning System A clinical learning system makes the ward the syllabus: the patients you actually saw today decide what you study tonight. What accumulates, case by case, is a picture of each illness detailed enough
Cognitive Load & What Mental Effort Is Trying to Cue Cognitive load is mental effort, read as a signal of the work the mind is doing: holding pieces of material, resolving them, comparing them, or transforming them. Too little effort and too much effort
Common Traps A trap is a behaviour whose harm is far larger than the behaviour itself. In every trap, energy is spent for little return: hours of covering, copying, or repeating that leave the next week's work no
Compounding vs Additive Gains A compounding gain leaves you more capable than you were before the tutor, the tool, or the extra hours arrived. The gain stays after those inputs stop.
Confidence Calibration Matching felt certainty to the evidence behind it, with two checks that run from outside the feeling, because the feeling certifies itself.
Dating Apps - The Gini Coefficient One number between 0 and 1 for how unevenly the likes women send land on the men. On Hinge in 2017 it came out at 0.542 for men, near apartheid-era South Africa. It says nothing about how few women are on the app, and part of it is made by the swipe itself, because rating a man and writing to him are one motion.
Declarative, Procedural, and Conditional Knowledge Under any skill there are three separate jobs. Having one of them does not give you the other two. The first job is knowing what the thing is and what it accomplishes. The second job is running it wit
Deep Processing The felt effort is the mechanism, not a malfunction.
Deep Processing for Research Deep processing for research is one habit applied while reading: each source is placed in a picture of the field at the time it is read, and not later at write-up. A source is placed when the reader c
Deep Processing Tanking Deep processing tanking is one failure mode of Deep Processing. It is the stretch of years in which a learner evaluates importance, compares, analogizes, and forms schema by instinct, and clears curri
Design of Everyday Things When a capable person cannot work a door, a stove, or a thermostat, the object's design has failed. The object was supposed to show what can be done, where to do it, and what state it is in. A small s
Dimensions of Learning Central hub for the five capabilities that decide learning performance, Mindset, Self-Management, Self-Regulation, Deep Processing, Retrieval, where the weakest dimension sets the ceiling for the rest.
Don't Outsource the Learning Outsourcing the learning means letting a model do the part of a task you were supposed to learn from. The task still gets finished. The understanding does not get built, because the effort the tool re
Encoding and Retrieval How study time splits between first-pass encoding and later retrieval: better intake, fewer later pulls, never none.
Five Thinking Habits - Conclusion First Five checks you run on your own thinking before you speak: say the conclusion first, give observations before conclusions, play the question back, say what would change your mind, and compress to a line or two. Each one catches a gap in your own understanding, which is what makes them a primer for learning, and each one puts your reasoning where a listener can see it.
Fixed vs Growth Mindset A mindset is a trained prediction about what a mistake will mean, and it retrains only on evidence, never on argument.
Four Stages of Competence The Four Stages of Competence is a model of how a skill improves. First the learner does the skill wrong without knowing it. Then the learner sees the mistakes and cannot yet fix them. Then the learne
Global Workspace and J-space The J-space is a small internal workspace inside a language model. It holds a handful of silent patterns, and each pattern stands for a word the model is close to saying. The J-lens is the tool that r
Good Faith Everyone has the cooperative-sounding words; what settles who means them is what a person will say at their own expense.
Group Study A study group works when each person in the group has a job to do during the hour. There are three jobs. One person leads. One person keeps time. One person checks facts. Each of the three can see whe
Higher-Order Learning The taxonomy printed on classroom posters puts remembering and understanding at the base and analysing, evaluating and creating above them, and treats that order as the sequence work has to follow. On
How to Ask for Feedback A request for feedback that names its situation comes back with three things: where the work stands now, the gap between that and the goal, and the next change to make. A request gets those three back
How to Communicate Truth Into Someone Else's Frame Communicating truth into someone else's frame means explaining something you actually believe, in the terms the other person already uses, and leaving when the fit is wrong. Leaving at a bad fit is pa
How to Maintain Sustainable Energy Under Pressure Weekends and holidays stop restoring the remembered baseline once the same week's load has run long enough; the leverage sits earlier than another break.
How to shift your brain to be motivated (when you don't feel like it) A start that waits on readiness inherits the day's sleep and mood; the repair is that the feeling stops deciding the next action.
How to Unlearn Old or Bad Habits Efficiently A habit is one feeling joined to one automatic move. When the feeling arrives, the move is already prepared. A new response you are trying to learn is still being chosen at that moment, so the old mov
Human vs AI Capability Lens The capability lens grades any skill on two separate scores, a Human score and an AI score. Each score is one axis of a plane, and the pair of scores places the skill in one cell of that plane. The le
ICS Program Map The stages of the ICS program are listed in order, each with links to the wiki notes that cover it. The
ICS System The learning system this wiki is organised around: open the black box between studying and remembering, diagnose five capabilities, and fix only the one capping the rest.
Importance-Based Chunking Importance-based chunking is grouping the pieces of a topic by why each one matters: the role it plays, and what it changes about the rest. The order the pieces arrived in, and the headings they arriv
Inquiry-Based Learning Incoming material is kept when a written question is already waiting for it. The question is written before the source is opened. Purpose decides what is kept, and writing questions is how purpose get
Interleaving for Complex Problem Solving Controlled reconstruction of a complex problem from new angles, aimed at the approach layer rather than at shuffling practice types.
Interleaving Table Interleaving is practising the same material from more than one direction, a way to learn where it begins and ends. A cube makes this visible. Each face is a different pattern, the knowledge is the cu
Knowledge Mastery - From Recognition to Usable Knowledge Knowledge mastery is a diagnostic. It names the level a subject sits at, so the next study method can match that level instead of treating every gap the same way. Mastery here means four things: the l
Kolbs Experiential Cycle A four-step write-up after one attempt that turns what happened into a changed next attempt.
Layers of Learning Layers of Learning is a build order for learning a topic. Layers of Learning sits inside the Deep Processing dimension. The order runs from the inside out: first the few relations that hold the topic
Learning Efficiency Learning efficiency is the amount of usable knowledge a learner keeps per hour spent learning. A count of pages covered does not show it. Two learners can log the same hours and leave with different a
Learning Styles Myth and Multimodal Learning The learning styles idea says that each person has one channel that suits them best: seeing, hearing, reading, or doing. It also says that teaching should be matched to that channel. The preference ha
Learning, Condensed The whole learning corpus stated as rules: one rule per line, and each line links to the page that owns it. Encoding sets how well something is learned, retrieval strengthens what encoding built, and regulation checks that both are working.
Levels of Thinking - The Step Back A level of thinking is one step back from your own reaction, and there are nine of them, from your own needs up to watching your own mind build a reaction. Higher means more aware and not a better person, each capacity climbs at its own pace, and the way up is to sit with a reaction and ask why until you reach where it came from.
Locus of Control: The Golden Rule of Learning Results are produced, not chosen: the rule that precedes every technique is to spend attention ruthlessly inside the cluster of acts that produce them.
Loss Aversion Loss aversion is preferring not to lose what you have over gaining something new. In choosing a study method, loss aversion works as a bias toward the method you already use. Calling that method good
Marginal Gains Marginal gains is a method for choosing what to improve next: the smallest change you are near-certain to pull off, chosen so it builds on the one before it. A small improvement in the wrong place is
Measuring Learning The count that decides what to improve is a closed-book reconstruction done about a week after study, scored against the highest and the lowest level of performance the assessment asks for. Pages cove
Meiwaku The trouble you cause other people that you did not need to cause, and the habit of counting it before you act.
Memory Handling Memory handling is the work of shaping, attaching, and testing a piece of new material in the short window after it arrives. The piece has to be handled at once, while it is still in working memory. T
Metacognition - The Control Layer Metacognition is the control layer of learning, the noticing-and-switching function that decides whether a method is producing the intended kind of thought. A good method used without that layer is st
Microlearning System A microlearning system is a way of studying in the free periods of five to thirty minutes that come up during a day. It has one requirement: each short piece of study has to be connected to an overall
Mindmaps A working drawing of a topic in which the deciding is the encoding: copied headings are notes in a new shape.
Mindset Interpretive filter; engineered low-stakes mistakes, not affirmations.
Mindset, Condensed The mindset corpus stated as doctrine: difficulty read as a sign of where improvement can happen, mistakes as the way improvement happens, motivation used to start a habit with defusion used day to day, gains judged by whether they compound, and the recurring errors (loss aversion, perfectionism, threat inflation) named.
Multipass System Several complete-but-shallow sweeps of a whole block, each deeper than the last: the shape and the reasons in place before any leftover fact.
Neuroticism Neuroticism is a stable pattern of high emotional reactivity, worry, self-doubt, and negative spirals. Under this pattern a threat seems bigger than it is, nearer than it is, and aimed at the person.
Nothing Ever Happens Is Over "Nothing ever happens" is a meme. It makes a cynical claim: every large change is oversold, and the world returns to how it was. The mindset behind the meme treats every big event as fake and expects
Opportunistic Retrieval Opportunistic retrieval is a workflow for a learner who uses studied material at work every day. Each work task that needs the material makes the learner pull it from memory. Each pull is one real ret
Order Control The next piece of a topic is chosen by what already-held knowledge it can attach to, not by the order a book or lecture prints.
Perfectionism and Overthinking The label usually covers fear of failure optimising for comfort: the flip that keeps the standards and drops the freeze, and the chain that converts the loop into action.
Prestudy A lecture's detail has somewhere to land when a rough map of the whole topic's relationships is already in hand. The map is built from headings, diagrams, and guesses about how the main ideas connect,
Prestudy, BHS, and SIR - Turning Information into Usable Structure Usable study structure starts before the main event, continues through encoding, and survives through retrieval.
Probability Distributions The common probability distributions, each with a picture, a plain definition, and real-world examples, grouped by the kind of number they fit.
Problem-First Learning Problem-first learning is a way to study a formula-heavy subject. The learner first works out which problem the topic exists to solve, and every way that problem shows up. Only after that does the lea
Rapid Skill Acquisition Rapid skill acquisition is one loop run many times: make an attempt, look at the result, change one thing, try again. The loop needs spare attention. You have to be able to perform the move and watch
Reading & Retention Reading and retention are two separate operations. Taking material in, by reading it, watching it, or hearing it, puts it in front of you. It does not by itself keep any of it. What you keep depends o
Reconstruction: Retrieval Beyond Recall Reconstruction is a test. It takes pieces of knowledge the learner already holds and asks for a connection between them that nobody taught. Then it asks for a yes or a no on whether that connection ex
ReCOVer System The ReCOVer System is a plan for a timed essay, built in four steps before any sentence is written. The four verbs are retrieve, cut, order, then write. The step names are Recall, Chunk, Order, and Ve
Regulatory Capture via Doom-Marketing Regulatory capture via doom-marketing is the pattern in which dramatizing a technology's danger gives gatekeepers the pretext to centralize control of it. The control regime that follows favors the la
Retrieval Recall, reconstruction, interleaving, spacing, transfer: converting recognition into use under pressure.
Reverse Causality A closed justification loop: one idea's importance is explained through a second idea that itself has to be memorized, which adds a memory item instead of removing one.
Reverse Goal Setting Reverse Goal Setting is planning a hard goal from the person who could actually reach it, then closing the gap between that person and now. The named goal is a hypothesis about a deeper result and can
Revision Revision is a loop of three moves: test, target, teach. A closed-book test finds gaps. A gap is anything the reader struggled with on recall, got wrong, or felt unsure about. Familiar material feels l
Rote Learning and Memorisation Memorisation is last-resort work on leftover facts with no hook. Those leftovers are names, constants, unordered lists, anything without a causal, functional, or conceptual connection. They are reache
Rules of Effective Memorization Whether study time pays depends on the unit the learner memorises. Copying a Chinese character stroke by stroke while reciting its sound and meaning fills pages and stores almost nothing, because a st
Schema A schema is a network of concepts and routes: each piece connects to others and can be reached from more than one entry. Facts sitting outside that network stay isolated. Facts inside it can be reache
Self-Management Habits, routines, systems, environments that make consistent action possible without spending willpower: five-area toolkit.
Self-Regulation Monitoring, diagnosing, adjusting in real time; three requirements: metacognition, desirable difficulty, learning theory.
Selfhood One person's keep-or-cut filter, run against a real use at the moment of choosing. What shows is only what the filter left behind.
Selfhood and the Ledger The slide from careful to silent: the count a considerate person runs on their own speech misses half the entry, and the missing half was priced by the frame all along.
Shoot Shoot is reading the material to answer questions written before it was opened, with every answer going onto a map of your own that is allowed to keep changing. It is the second step of the Bear Hunte
Silly Mistake Syndrome Silly Mistake Syndrome is a habit. A student gets an exam question wrong, calls the error "silly", and stops looking for its cause. The cause is not found, so it stays and produces the same error agai
Skills Audit A skills audit is a structured review of the methods a learner currently uses. Each method is scored against a written standard. The output is a short list of what to fix. Everyday practice hides spec
Skin Skin is the third move of the Bear Hunter System loop. Aim wrote the questions. Shoot drew the rough map. Skin reworks that rough map, with every source closed, into a structure that memory can rebuil
Social Media - Curvilinear Design & the Theft of Time A feed has no chapter end, last page, or closing time, so continuation never has to be chosen and an hour leaves nothing the day can file as an event. The problem is time without edges, not screen time.
Spaced Interleaved Retrieval The standing retrieval practice: answers produced from memory before any source opens, at widening intervals, from a different angle each pass, the sessions that find gaps while there is still time to fix them.
Status, Vulnerability, and the Three Conversations Durable status goes to someone who has stopped grabbing for it. That conduct is warmth, competence, attention and credit given away, and honest positions stated without needing a particular response i
Style Style is the recognizable pattern left by repeated choices in method, rhythm, and emphasis. The pattern prepares the audience for the work. It does not compete with the work. Mature style is recessive
Suicidal Empathy Care aimed by what is most visible, and the check that re-aims it before it decides.
Technique Training & Fundamentals Technique Training and Fundamentals are the study methods used on purpose. Later, harder work depends on them. Training is how material is encoded and how it is thought about. Fundamentals are checks
Techniques - Learning Craft The techniques in this knowledge base are specific methods, mental models, and ways of working for applying the Five Dimensions in daily practice. The Five Dimensions are the high-level framework. Eac
The 30-Day Plan A reusable planning protocol: every predictable failure already has a written answer.
The Accretion Frame The accretion frame is the design theory behind a pull engine. A pull engine is a practice that produces its own return visits. A long practice runs on one of two things. It runs on push, which means
The Age Of Nonlinear Returns A small exchange is scored by whether the trust, options, skill, and relationships behind it still have a path to a much larger upside. Linear accounting asks whether this exchange paid a fair share.
The Four Things People Stay For People stay with a host for a mind on an object. The stay is content, logic, delivery, and message. Takes carry personality. Ego stays off the title.
The Same Model Twice A model's label hides three variables that decide its output quality: precision, task type, and finish. A comparison between two models that has not fixed all three tells you nothing. We learned this
The Screen Inferiority Effect Paper beats screens for learning. The reason is a set of frictions that a reader can remove. The largest friction is a trained habit of not thinking while reading a screen. This habit is the screen in
The Shortcut Problem The shortcut problem is a finished note, highlight, map, or answered prompt standing in for the evaluation, comparison, or reconstruction the task needed. The swap usually feels productive, because ea
The Technique Is Only as Good as the Thinking It Produces A method is a prompt; the thinking does the learning; a correct-looking routine that no longer produces that thinking is the usual plateau.
The Three Readings of a Silence A test of why a thing worth saying went unsaid, taken against one specific remembered silence in a room that mattered, returning which repair is worth running.
The Trained Voice The model's default voice as trained self-regard: a corpus paid in attention taught the machine to sell, and selfhood is the one thing that cannot be in the weights.
The Two Meanings of Ego The word ego names two unrelated things in writing. The first is self-regard. Self-regard is prose written so that the reader will think better of its author, whatever the stated subject is. The secon
Theme-First Text Analysis Theme-first analysis reads a text in the direction the writing was made in. You start from what the piece is trying to say, and from why that mattered enough to the person writing it. Each device is t
Thinking on Paper - Mindmaps and Other Techniques The page as extra working memory, a workbench for relations, not a record of what was read.
Understanding Bottleneck The understanding bottleneck is the work that stays with a person after an agent has generated options, written code, and summarized sources. The person still has to aim the work and judge the result.
Wabi-Sabi Wabi-sabi is an aesthetic stance. It finds beauty in naturalness, simplicity, and subtle imperfection. The imperfection it values comes from age, from wear, and from work left unfinished. Industrial g
WPW Part of Retrieval