Learning

Key people

• Earl Busby HuntAmerican psychologist
• Jim KwikAmerican entrepreneur, learning coach and CEO of Kwik Learning
• John L. PollockAmerican philosopher
• Yasmin KafaiPedagogue

Read

• Educational psychologyAnita Woolfolk Hoy · 1987Book
• The advancement of learningFrancis Bacon · 1605Book
• Learning PythonMark Lutz · 1999Book
• Ignite MeTahereh Mafi · 2014Book

Watch

• How to Make Learning as Addictive as Social Media | Duolingo's Luis Von Ahn | TEDYouTube
• The Biggest Myth In EducationYouTube
• What makes a good teacher great? | Azul Terronez | TEDxSantoDomingoYouTube
• Learning how to learn | Barbara Oakley | TEDxOaklandUniversityYouTube
• Teaching Methods for Inspiring the Students of the Future | Joe Ruhl | TEDxLafayetteYouTube
• The difference between classical and operant conditioning - Peggy AndoverYouTube
• Routine and Adaptive Expertise Explained | How Learning WorksYouTube
• Review of How Learning Works: Seven Research-Based Principles for Smart TeachingYouTube
• 0102: Metacognition and Mindset: How Learning Works 1YouTube
• STUDY better and WASTE less time | How Learning Works ExplainedYouTube

Listen

• The Learning & Development Podcast: The #1 L&D ShowDavid JamesPodcast
• Let's Learn Everything!Maximum FunPodcast
• The Learning Scientists PodcastLearning ScientistsPodcast
• Master of Memory: Accelerated learning, education, memorizationTimothy Moser: Educator, accelerated learning expert, and mnemonistPodcast

Voices to follow

• Sewoong Oh@sewoong79 · XMachine learning researcher at UIUC
• Geoffrey Hinton@geoffreyhinton · XBritish-Canadian computer scientist and psychologist
• François Chollet@fchollet · XFrench machine learning researcher
• Jeff Dean@jeffdean · XAmerican computer scientist

By the numbers

• 87.7Adult literacy (%) — global, 2024 (World Bank)
• 3.6Education spend (% GDP) — global, 2023 (World Bank)

Debates

• Are learning styles a valid and effective approach to education?One view: Tailoring instruction to individual learning styles (e.g., visual, auditory) can enhance student engagement and comprehension. · Another: Research suggests that there is little evidence that matching instruction to learning styles improves outcomes, and it may even be counterproductive.Open question
• Should technology be integrated into every aspect of learning?One view: Technology offers dynamic tools for personalized learning, access to vast resources, and preparation for a digital world. · Another: Over-reliance on technology can distract students, reduce critical thinking skills, and widen digital divides among learners.Open question
• Is standardized testing an accurate measure of student learning and school effectiveness?One view: Standardized tests provide objective data for comparing student performance, identifying achievement gaps, and holding schools accountable. · Another: These tests often fail to capture diverse learning abilities, promote rote memorization, and can increase stress for students and teachers.Open question

Glossary

• PedagogyThe method and practice of teaching, especially as an academic subject or theoretical concept.
• AndragogyThe method and practice of teaching adult learners, focusing on their self-direction and experience.
• CognitionThe mental action or process of acquiring knowledge and understanding through thought, experience, and the senses.
• ConstructivismA learning theory where learners actively construct their own understanding and knowledge of the world through experiencing things and reflecting on those experiences.
• MetacognitionAwareness and understanding of one's own thought processes, often described as 'thinking about thinking'.
• Differentiated InstructionAn approach where teachers tailor instruction to meet the individual learning needs of different students in a classroom.

Careers

Roles this can lead toward

Student research

Published policy papers by One Young India delegates — every delegate leaves published under their own name.

• Language in Education Policy: For a Multilingual IndiaAnvesha Kaustubh Kukde
• Addressing the Structural Crisis in the Indian Education SystemVidhaan Dayal
• Gurukuls to Schools: An insight into the past, present, and future of the Indian education systemAdhavan Kumar
• Transforming Education Through Artificial Intelligence: Personalization, Accessibility, and Efficiency in the 21st Century ClassroomSrinja Mallik
• Rethinking Education in the Digital Age: Bridging the Gap Between Technology and AccessGovind Mehra

Threads 5

Where this connects to other fields — and why it's worth knowing.

• Typography & Graphic Communication Arts

  Weirdly, an ugly, hard-to-read font can help you remember more. The extra effort of decoding the letters forces your brain to work harder and lock the information in deeper. So a slick, easy design and durable memory can actually pull against each other, a twist researchers call 'desirable difficulty.'

• Language Acquisition Literature

  A toddler soaks up their first language effortlessly, just by being surrounded by it. Yet you sweat through years of classroom drills to learn a second one. The reason is painful: school teaching works against the very immersion, constant real-life exposure, that made you fluent as a baby in the first place.

• Risk, Failure, and Resilience Business

  Protect a system from all stress and it grows brittle; protect a student from all difficulty and their learning gets brittle too. A bit of struggle, like being forced to recall something you almost forgot, is what actually makes knowledge stick. 'Desirable difficulty' is just antifragility, getting stronger from stress, applied to your brain.

• Exercise Science Health

  Muscles grow only when you strain them a little, never from sitting comfortably, and memory works exactly the same. Forcing yourself to recall something you half-forgot is the mental version of lifting a heavy weight. Lazily rereading your notes feels easy, but easy is atrophy: the memory quietly wastes away.

• The Math Behind Machine Learning Mathematics

  Cramming all night lets you nail tonight's practice questions but flop on the real exam, because you memorized instead of learning. Machine learning calls that 'overfitting.' Spaced-out practice feels slower and less productive, yet it's the version that actually sticks for the test, the same fix, called regularization, that stops an AI from just memorizing.