The hottest Learning Substack posts right now

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Rabbitholes as Portals

Working Theorys • 35 implied HN points • 14 Mar 24
📖 Philosophy Curiosity Knowledge Learning Purpose Existence
  1. Delving into rabbitholes, or diving deep into random topics out of curiosity, can lead to valuable and unique knowledge.
  2. Rabbitholes can offer unexpected insights and lead you to passionate areas you never knew you cared about.
  3. It's crucial to differentiate between rabbitholes that are traps, focusing on winning a game, and those that are portals to genuine learning experiences.

'Human intelligence'

imperfect offerings • 13 HN points • 10 Apr 24
🚌 Education AI Data Work Learning Assessment
  1. The concept of 'artificial intelligence' has historically been used to define and value 'intelligence', leading to discriminatory practices in education and beyond.
  2. The term 'human intelligence' has been co-opted by the AI industry to alleviate concerns about job displacement, but in reality, it devalues certain types of work and people, especially those involving care and emotional labor.
  3. The comparison between artificial and human intelligence creates a double bind for students and workers, expecting them to conform to data-driven systems while also being 'more human', which can lead to confusion and anxiety.

AI Does Not Fit the Shape of Schooling

Mathworlds • 550 implied HN points • 01 Jun 23
🚌 Education AI Teaching Learning EdTech Curriculum
  1. Schooling has a multidimensional shape with various purposes like cognitive development and social development.
  2. AI models need to align with the full visions for learning, beyond what AI can currently model well.
  3. In classroom settings, AI may have potential for teacher support and professional development, but may not fit within the primary vehicle for student learning.
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Deep Learning Weekly: Issue #319

Deep Learning Weekly • 275 implied HN points • 20 Sep 23
🕹 Technology Industry MLOps Learning Libraries & Code Papers & Publications
  1. Google's Bard Extension now scans Gmail, Docs, and Drive for answers with its AI chatbot.
  2. Optimizing LLMs from a dataset perspective involves strategies for finetuning using existing datasets.
  3. Influence Functions offer insights into large language model generalization, improving accuracy and robustness through dataset reinforcement.

How to personalize learning with AI 👩‍🎓

Friends of Parsnip • 196 implied HN points • 26 Oct 23
🚌 Education AI Learning Technology Personalization Skill development
  1. Mass education is often one-size-fits-all, expensive, and frustrating for both teachers and learners.
  2. Personalized education, like mastery learning and 1-to-1 tutoring, can be more effective in improving learning outcomes.
  3. Technology, such as AI-powered skill trees, has the potential to revolutionize learning by providing personalized, interactive, and scalable education.

Behaviorist Evolutionary Psychology

Dissentient • 452 implied HN points • 06 Mar 23
🔬 Science Evolutionary Psychology Learning Social Behavior
  1. Behaviorism and evolutionary psychology have different approaches to learning mechanisms and understanding human nature.
  2. Primary reinforcers and punishers play a significant role in shaping behavior and motivation in humans.
  3. Social interactions involve shaping behavior through reinforcement and punishment, influencing adaptive goals and responses.

Cadence of Code

Register Spill • 353 implied HN points • 25 Jun 23
🕹 Technology Coding Learning Programming
  1. Retyping other people's writing can help you learn more about their writing style and rhythm.
  2. Actively engaging with code by typing it out can help with better learning and absorption.
  3. Consider typing out pieces of code character by character to understand the rhythm and cadence of the programming language.

Updating Your Operating Software

The Voyage • 58 implied HN points • 15 Jan 24
📚 Literature Books Reading Learning
  1. Books are like software updates for your mind: each one makes small improvements, but together they can lead to real change.
  2. Reading many books can help you find the ones that truly impact your life and worldview.
  3. Some books are like major software updates, revolutionizing your entire perspective and trajectory.

How We Set Math Class up to Fail

Mathworlds • 373 implied HN points • 26 May 23
🚌 Education Mathematics Teaching Learning Abstract
  1. Math class often focuses on moving students towards abstract concepts, neglecting the value of concrete understanding.
  2. Teachers who can help students transition between concrete and abstract knowledge effectively engage students in math.
  3. Including both concrete and abstract elements in math problems can make learning more engaging and effective.

The Role of AI in Education: How Technology is Transforming Learning

Rod’s Blog • 39 implied HN points • 02 Feb 24
🚌 Education Technology Teaching Learning AI Innovation
  1. AI in education offers personalized learning paths based on student's needs and abilities, making learning more effective and engaging.
  2. AI assists teachers by automating tasks like grading and providing insights for improving teaching methods, enhancing the overall teaching experience.
  3. Innovative learning experiences are enabled through AI technologies like virtual reality and gamification, making education interactive and fun.

Deep Learning Weekly: Issue #308

Deep Learning Weekly • 255 implied HN points • 05 Jul 23
🕹 Technology AI Machine Learning MLOps Learning Libraries & Code
  1. This week's issue of Deep Learning Weekly covers Meta's AI system cards, real-time machine learning foundations at Lyft, and a local code generator tool using Microsoft's guidance library.
  2. Industry news includes Inflection AI's $1.3B investment, Meta AI sharing 22 system cards on AI experiences, and Unity launching new AI platforms for real-time 3D creation.
  3. In the MLOps and Learning sections, topics range from dealing with train-serve skew in ML models to using LLMs for data extraction and building local code generators.

The Key Traits of High-Performing (Conscious) Entrepreneurs

The Leadership Lab • 78 implied HN points • 03 Dec 23
💼 Business Entrepreneurship Leadership Self-Improvement Learning Responsibility
  1. High-performing entrepreneurs have a patient, long-term view alongside short-term impatience, balancing dedication over years with quick action now.
  2. Successful entrepreneurs are relentless learners, using every moment to gather information and grow, focusing on intentional learning to serve their broader purpose.
  3. Top entrepreneurs take 100% responsibility, avoiding blame and focusing on self-improvement by continuously coming back to the mindset of a creator.

Joe's Nerdy Rants #2

Joe Reis • 294 implied HN points • 27 May 23
🕹 Technology Data AI Business Startups Learning
  1. Identify your motivation to learn in a rapidly changing industry by finding your ultimate goal or purpose.
  2. Focus on mastering the fundamentals of a topic by understanding it from end to end and learning from first principles.
  3. Be patient, read widely, and connect various ideas together to grow your knowledge over time.

Fastest Way to Learn Coding and Actually Get a Job

Brain Bytes • 59 implied HN points • 20 Dec 23
🚌 Education Coding Learning Job Market Skills Career Advice
  1. Choose a flexible programming language like Python or JavaScript to boost your chances of landing a beginner job.
  2. Take your time learning coding through books, tutorials, or courses - don't rush the process. Type along with tutorials and practice consistently.
  3. Build simple projects using frameworks, add them to your portfolio, and deploy them online to enhance your chances when applying for jobs. Showcase your projects and personality in your resume.

School is Uncool: The Good & Bad of a Formal Education

The Hard Fork by Marvin Liao • 216 implied HN points • 12 Jul 23
🚌 Education Schooling Learning Parenting
  1. Children start with wild creativity and courage but often conform as they grow older due to social pressures.
  2. To succeed, it's important to be authentic, think independently, and stand out from the crowd.
  3. Balancing formal education with informal learning is crucial for helping kids develop critical thinking skills and avoid becoming 'cookie-cutter sheeple.'

Games as Training

David Friedman’s Substack • 143 implied HN points • 13 Sep 23
🚌 Education Learning Skills Games Teaching Programming
  1. Games like bridge, chess, and Diplomacy can be viewed as training exercises for skills like coordination, tactics, strategy, and commitment.
  2. Playing games can help develop real-world skills like finding your way around environments and accomplishing goals.
  3. Some games are designed specifically to teach skills, such as computer programming or the principles of mutual advantage over conquest.