Reading up on education
100 deep · digging since nov 26, 25
- Why You Should Start a Blog Right Now - Alexey Guzey
Alexey Guzey argues that starting a blog helps you think better and assist others, even if unoriginal or unread, and clarifies ideas.
- To become a better writer, read as much as you can
The piece contends that reading widely and frequently provides the essential exposure and practice needed to develop stronger writing abilities.
- How to Spend a Bookish Afternoon in Prospect Heights-Park Slope
The guide outlines a Brooklyn walking tour that visits historic and new bookstores, recommends reading nooks, and highlights snack stops in Prospect Heights-Park Slope.
- SE Scholar | INCOSE SEP Certification Exam Preparation
SE Scholar offers an online preparation course marketed as the world’s best for the INCOSE Systems Engineering Professional certification, promising first‑try exam success.
- Second solutions
The post demonstrates that for Legendre and Chebyshev families, the polynomial solution grows exponentially with degree n while the non‑polynomial second solution decays, reversing the trend with respect to x.
- Dolly Parton’s Other Legacy: A Fortune Given Away, Dollar by Dollar
Dolly Parton has donated millions to early childhood literacy, disaster relief, and COVID‑19 vaccine development through her philanthropic initiatives across the United States.
- Curves of Constant Width
The piece explains curves of constant width, detailing Reuleaux polygons, smooth constructions via support functions, their perimeter and area properties, and how they rotate within squares and other polygons.
- How Universities Should Prepare Founders
Universities should prepare future founders by teaching them to build things through technical disciplines and encouraging independent projects, rather than offering formal entrepreneurship courses.
- Beautiful Racket by Matthew Butterick
Beautiful Racket is a free online guide by Matthew Butterick that teaches Racket programming through clear examples and an honor‑system payment model.
- Pi's Minimalism Is Its Advantage
The article argues that the Raspberry Pi's stripped-down design gives it unique advantages for hobbyists, educators, and low‑cost prototyping in various projects.
- How I use LLMs to learn complex topics
The author describes using LLMs to break down, explain, and retain complex subjects by prompting for analogies, summaries, and iterative questioning.
- Seven books I keep close because I love them
The author shares seven favorite books that have personally impacted them, describing why each remains close and recommending them to readers.
- I Miss Teaching - Chris Wiegman
Chris Wiegman reflects on missing the rewarding experience of teaching computer science in the classroom and flight instruction in the cockpit, where he helped students achieve their goals.
- China Hunts for Scientific Talent. The U.S. Is Making It Easier.
Chinese funding and U.S. visa restrictions are reversing the flow of young scientists, making it easier for China to attract talent that once went to America.
- Curiosity - Wikipedia
The article defines curiosity as an evolutionarily adaptive drive for information‑seeking, detailing its psychological theories, neural substrates, and role in learning across humans and animals.
- N.Y.C. Students Are Sick of Using Flimsy Paper Cards to Ride the Subway
NYC students using the free OMNY transit card report frequent issues with flimsy paper cards and want them replaced with durable plastic versions.
- To Improve Student Mental Health, University of Michigan Eases Grading
University of Michigan will make first-semester grades pass or fail to reduce student anxiety and encourage academic exploration.
- A.I. Agents Are Taking Entire Online Courses for Cheating Students
AI agents are being used by students to complete entire online courses, undermining academic integrity and raising concerns about the credibility of virtual degrees.
- Ask HN: Any tips for a college freshman enrolled in computer science?
A college freshman in computer science seeks advice on getting the most out of their studies and early career preparation.
- LLMs reward expertise
The article argues that LLMs reward expertise by enabling novices to produce expert-like outputs while still requiring deep knowledge to guide, evaluate, and refine results effectively.
- This High-Powered Real-Estate Fund Is Run by College Students - WSJ
Indiana University undergraduates manage a $12 million real-estate fund that sold its first investment nationwide for a 65% gross profit.
- Cooking for Engineers
The Cooking for Engineers website uses engineering methodologies and scientific analysis to demystify cooking processes, explaining why recipes work through principles of thermodynamics, chemistry, and systematic experimentation.
- Show HN: I made some transistor animations
Developer created interactive visualizations showing how transistors function in electronic circuits, using animations to explain semiconductor physics concepts like switching behavior and current flow for educational purposes.
- An Artist Uses Plants as Her Muse
A botanical illustrator uses her art to invite readers to explore the subtleties of over 600 plant families.
- How to Keep a Travel Journal
The article offers practical tips for lowering the barrier to starting a travel journal and staying organized while recording trip memories.
- Their Dads Are Pals Despite Political Differences. They See a Lesson in That.
Ellie Gottheimer and Larra Mullin argue that bipartisanship can be modeled after friendship, using a picture book where dogs cooperate despite their owners' political differences.
- Years After College, They’re Still on the Same Wavelength
Former Butler University roommates Angelina Ellis and Aiden Smith continue to coincidentally wear similar outfits years after college, demonstrating lasting sartorial synchronicity.
- How a Second-Grade Teacher Revived a Beloved Video Game
Second-grade teacher Lindsay Barnett successfully revived the discontinued 1990s video game Backyard Baseball by negotiating rights and relaunching it for modern audiences.
- Mom, Dad, I Want to Be a Welder
Gen Z is increasingly enrolling in trade schools like welding programs to future‑proof careers against AI, despite resistance from parents and peers.
- How ‘The Wire’ Star Jamie Hector Spends a Hot Day in Brooklyn - The New York Times
Jamie Hector spends a hot Brooklyn day cycling, enjoying ice cream with his kids, mentoring youth at the Brooklyn Museum, and dining with his wife.
- We’ll Help You Find Your Next Great Book. (Spoiler: It’s the ‘Odyssey.’)
The article recommends Homer’s Odyssey as the ideal next read, asserting that this ancient epic contains appeal for every type of reader.
- Wealthy Families Swap Traditional Classrooms for AI Tutors and ‘Alternative’ Schools - WSJ
High-earning families are increasingly choosing alternative schools emphasizing life skills and AI over traditional public schools.
- You Should Know How Your House Works. Here’s a Guide.
A practical guide teaching homeowners how to safely shut off and restore their home's power and water supply for emergencies and maintenance.
- Ask HN: How much coding should beginners learn in the AI era?
HN commenters overwhelmingly argue beginners must learn to code first to supervise AI agents, review their output, and understand system behavior.
- Reading for pleasure is sharply down among schoolkids, report shows
A report shows reading for pleasure among schoolkids has sharply declined since 2012, with commenters blaming smartphones, classroom technology, and parental habits.
- Words of Type | Hacker News
Words of Type is a beautifully designed typography glossary that pays exceptional attention to detail and serves as a brilliant educational resource.
- Student Cheating Is Becoming Impossible to Detect in an A.I. Era
Tools that let students evade AI detectors are being marketed on social media, making cheating nearly impossible to catch.
- Zen and the Art of Machine Learning Research
Success in machine learning research hinges on temperament—persistence, equanimity, and beginner's mind—more than on raw talent or intelligence, akin to Zen practice.
- AI Supercharges Deepfake Nudes—Unleashing a New Form of Bullying Among Kids - WSJ
AI nudify tools spread deepfake child abuse images, and schools, police, and parents lack the legal tools and protocols to stop the harassment effectively.
- It’s Prom Night in America - The New York Times
The New York Times profiles five high school proms across America, revealing how food, fashion, and attitudes toward dates vary widely by region.
- University of California Professors Beg Schools to Reinstate the SAT in Open Letter - WSJ
Over 1,100 UC professors urge reinstating the SAT, citing severe preparation deficits among incoming STEM students.
- A University System Went All In on A.I. Now It’s Tearing Itself Apart.
California's public universities spent $16.9 million on AI tools during a financial crisis, sparking faculty revolt and internal conflict.
- Opinion | Make America Read Again
The reading crisis is real, but existing approaches—not new inventions—can solve it.
- All Lean Books and Where to Find Them
A personal guide lists and reviews nine Lean 4 books, offering subjective opinions and suggested learning paths.
- Nobody cracks open a programming book anymore
The article claims that AI coding assistants like ChatGPT and Copilot have made programming books largely obsolete, citing massive user growth as evidence.
- Mini Micro Fantasy Computer
Hacker News commenters discuss Mini Micro, a fantasy computer running MiniScript, comparing it to Pico-8 and debating its language design and educational value.
- There’s Never Been a Better Time to Study Computer Science
Even as AI progresses, computer science degrees remain valuable because coding skills and critical thinking are increasingly in demand.
- Anthropic to introduce AI Fluency scorecard in Claude
Anthropic is testing an AI Fluency scorecard in Claude that evaluates user interactions across 11 behavioral indicators to provide feedback on AI collaboration skills.
- Polypad | Hacker News
Polypad is a free, no-login virtual manipulative toolkit for math education, praised for its polished UI, deep interactivity, and customizability.
- Qwen
Social media use intensity positively predicts academic procrastination among college students, mediated by psychological capital and moderated by time management disposition.
- Harvard Faculty Vote to Approve Cap on A’s Per Course in Effort to Curb Grade Inflation - WSJ
Harvard faculty voted to approve a cap on the number of A's per course in an effort to curb grade inflation, despite sharp student backlash.
- Graduates Boo Commencement Speech About A.I.
Humanities graduates at the University of Central Florida booed a commencement speaker for comparing AI to the Industrial Revolution.
- Princeton faculty mandate proctoring for in-person exams, upending 133 years of precedent - The Princetonian
Princeton faculty voted to require proctoring for all in-person exams starting July 1, ending 133 years of trust-based honor system due to AI cheating concerns.
- Prepare for the rigorous frontend interviews Big Tech is known for.
Frontend Masters' frontend interview prep course teaches complex JavaScript, TypeScript, and UI component challenges for engineers at all levels.
- Princeton faculty mandate proctoring for in-person exams, upending 133 years of precedent - The Princetonian
Princeton faculty voted to require proctoring for all in-person exams starting July 1, ending a 133-year-old honor system that banned supervision, citing AI cheating and declining student reporting.
- How A.I. Killed Student Writing (and Revived It)
Nearly 400 educators report shifting to in-class, handwritten essays as AI makes take-home writing assignments unpoliceable and ubiquitous among students.
- Train Your Own LLM from Scratch
A hands-on workshop guides readers through building a ~10M-parameter GPT model from scratch in PyTorch, trainable on a laptop in under an hour.
- Canvas Breach Disrupts Schools & Colleges Nationwide – Krebs on Security
ShinyHunters defaced Canvas's login page with a ransom demand after breaching Instructure, disrupting classes at thousands of schools during final exams.
- Retracing a War Hero’s Audacious Trek Across the Wilderness
A modern retracing of Henry Knox's 1775 trek to transport 60 tons of artillery reveals how the American landscape has transformed over centuries.
- Markets 101: How to Read Stock Indexes and Securities
The article explains how to read major U.S. stock indexes (Dow, Nasdaq, S&P 500), the 10-year Treasury note, Bitcoin, and commodities like gold and oil.
- How Silicon Valley’s Brightest Parents Broke Their Own School - WSJ
A Silicon Valley private school for gifted children, founded by tech executives, collapsed into lawsuits, neighbor disputes, and internal feuding after a Meta executive pulled his son to start a home school.
- Show HN: How LLMs Work – Interactive visual guide based on Karpathy's lecture
An interactive visual guide explains how LLMs are built from internet text to conversational assistants, based on Karpathy's lecture.
- In the AI Era, Shopify Is Investing in Junior Engineers—Not Cutting Them - CoderPad
Shopify expanded its internship program 10x, betting that AI-native junior engineers are more valuable than redundant.
- A Day in the Life of New York City’s Young Chess Stars - The New York Times
New York City schoolchildren consistently win national chess championships as local programs dedicated to teaching young people the game expand.
- The AI Revolution in Math Has Arrived
Since mid-2025, AI models have begun proving new mathematical results at an accelerating pace, with mathematicians reporting discoveries that would have taken weeks now achieved in days.
- The Harvard Library Passport
A humorous ranking of 21 Harvard libraries visited through the university's library passport program, with star ratings for aesthetics, study space, and convenience.
- Show HN: I built a tiny LLM to demystify how language models work
GuppyLM is an 8.7M-parameter model trained from scratch in five minutes that simulates a fish named Guppy to illustrate the mechanics of LLMs.
- Chromebook Remorse: Tech Backlash at Schools Extends Beyond Phones - The New York Times
Some US schools are rolling back Chromebooks and laptops in favor of textbooks and pencils, with seventh graders reporting they prefer offline learning to reduce distractions.
- The day I discovered type design
Mark Simonson recounts how a college lettering assignment in 1976 sparked his lifelong passion for type design, leading to a career decades later.
- Melania Trump Appears With a Robot, Saying More Children Should Be Educated by Them - The New York Times
Melania Trump appeared with a robot and stated that more children should be educated by humanoid educators.
- A Phone-Free Childhood? One Irish Village Is Making It Happen. - The New York Times
The Irish town of Greystones adopted a voluntary code among parents to delay giving smartphones to children until secondary school, with widespread community buy-in.
- The Struggle to Find Good, Affordable Schools - The New York Times
New York parents struggle to afford housing in good public school districts as private and other school options become increasingly expensive.
- Ask HN: What is it like being in a CS major program these days?
CS students and professors report that AI is reshaping assignments and career expectations, with top firms recruiting less on campus and faculty unsure how to set appropriately difficult project work.
- What’s It Like to Have Dyslexia? Trump’s Attack on Newsom Exposes Stigma - The New York Times
Gavin Newsom's dyslexia is highlighted amid Trump's attack, emphasizing that dyslexia affects 20% of Americans and is unrelated to IQ.
- “This is not the computer for you”
A Hacker News commenter argues that the MacBook Neo is overhyped and that budget-constrained buyers should consider Windows alternatives offering better specs for the same price.
- Show HN: Vanilla JavaScript refinery simulator built to explain job to my kids
A vanilla JavaScript refinery simulator lets players guide crude oil through processing steps, designed as an interactive teaching tool for the developer's children.
- Cryptic Emails and No Strings Attached. How MacKenzie Scott Gives Away Billions. - WSJ
MacKenzie Scott has given away over $26 billion since 2019 via unsolicited, no-strings-attached grants, often initiated by cryptic emails.
- Georgia Teacher Is Killed After Teenagers’ Prank Goes Wrong - The New York Times
A Georgia teacher died after a planned toilet-paper prank by teenagers resulted in a fatal car accident, and the family supports dropping charges.
- How Alberto Carvalho Became L.A.U.S.D. Superintendent Despite Scandals - The New York Times
Alberto Carvalho became L.A.U.S.D. superintendent amid scandals including an F.B.I. raid on his home and office, yet retained the job.
- Show HN: Now I Get It – Translate scientific papers into interactive webpages
Now I Get It translates scientific PDFs into interactive webpages with plain-language explanations for different audiences.
- MacBook Neo | Hacker News
Apple announces MacBook Neo at $599 ($499 education), featuring an A18 Pro chip, colorful aluminum design, and macOS Tahoe, targeting budget and education markets.
- Microgpt | Hacker News
Andrej Karpathy's microgpt is a 200-line pure Python file that implements the full algorithmic core of a GPT, including training and inference, with all other complexity framed as mere efficiency.
- It’s March. Do You Know Where Your Children Are Going to Camp? - The New York Times
New York City parents face a stressful annual struggle to find affordable and convenient summer camps for their children.
- China’s Parents Are Outsourcing the Homework Grind to A.I. - The New York Times
Chinese parents are using AI chatbots to help children with homework, aiming to reduce family conflict and give an academic edge.
- Columbia Student Detained by ICE Promotes ‘Beauty’ and ‘Brains’ Online - The New York Times
ICE detained Columbia student Elmina Aghayeva, whose Instagram promotes beauty and brains, while she avoided political posts unlike other arrested students.
- ‘A.I. Literacy’ Is Trending in Schools. Here’s Why. - The New York Times
The article reports that artificial intelligence companies are pushing schools to adopt AI literacy curricula, yet what that entails varies widely from district to district.
- Anthropic Education Report: The AI Fluency Index
Anthropic's AI Fluency Index finds that iterative users demonstrate more collaboration skills, but polished AI artifacts reduce critical evaluation.
Takes
wow, TIL
@DanielLockyer
The 16 Best Books About Marketing, Period.
@RyanHoliday
recommended reading.
@badlogicgames
im begging you to read this:
@himarkyi
Read this.
@shadcn
It's never been easier to become an "expert" on <insert topic>. Here's the framework @SandyBKwon created using AI: https://sandybkwon.substack.com/p/attempting-to-become-an-expert-with (h/t @sacca for prompting this via @jacksondahl's pod)
@rrhoover
Career advice in the age of AI
@philhchen
The 6 MOST valuable skills to learn in the AGENTIC era and how to learn them (clearly explained in 29 minutes)
@gregisenberg
Means & Methods is now live on http://interfacecraft.dev. A collection of practical techniques to achieve excellence in interface design, covering 100+ topics across 11 chapters, with plenty of interactive examples and code. New members welcome; enjoy!
@joshpuckett
Latency vs Throughput vs Bandwidth
@alexxubyte
I built "zero2claude", a free course that takes people from zero terminal experience to shipping with Claude Code. The curriculum goes from absolute zero → software basics → Claude Code fundamentals → advanced usage. No shortcuts, no assumptions. 17,000+ students. 7 languages. ~500 active hourly. No marketing. No ads. Pure word of mouth. The entire platform? Built and operated by one person with Claude Code. Lighthouse audit: ✅ Performance : 96 ✅ Accessibility : 100 ✅ Best Practices : 100 ✅ SEO : 100 Production stats: ~6.4M requests/day. 74 req/sec sustained. <0.003% error rate. Claude Code doesn't just write code. It builds production-grade, scalable products. The best way to grow Claude Code adoption isn't to simplify the tool. It's to level up the people. Give fishing rods, not fish. Free. No paywall. My contribution to the community. Link in the comments 👇
@IShmool
Learning on the Shop floor
@tobi
Instead of watching an hour of Netflix, watch this 2-hour Stanford lecture on AI careers. It will teach you more about winning in the AI race than all the AI content you’ve scrolled past this year.
@Alokkumarzz