Reading up on education
100 deep · digging since nov 26, 25
- 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.
- For College Applicants, Pressure to Make Summers Count Has Gotten Even Worse - WSJ
Ambitious high-schoolers now feel pressure to specialize in summer activities as early as freshman year to craft a coherent narrative for college admissions.
- Fun With Pinball
Mark's Fun With Pinball site uses small interactive display boards to demonstrate individual pinball machine mechanisms, from solenoids to score motors.
- These Mathematicians Are Trying to Educate A.I. - The New York Times
Researchers are manually evaluating AI's failure to solve advanced math problems, revealing significant gaps in reasoning that automated benchmarks miss.
- Management as AI superpower: Thriving in a world of agentic AI
An experimental UPenn class shows students building startups in four days with AI, arguing that management skills, not coding, are the superpower needed to thrive with agentic AI.
- ‘Bridgerton’ Tackles the Orgasm Gap - The New York Times
A Bridgerton character's difficulty climaxing illustrates the orgasm gap, which sex therapists say could improve public understanding of female sexuality.
- Ask HN: Is there anyone here who still uses slide rules?
Some HN users still use slide rules, especially pilots with E6B flight computers, while most keep them as artifacts for teaching logarithms or nostalgic appreciation.
- South Korea Questions Cram School Culture and Childhood Stress - The New York Times
South Korea's intense academic pressure now drives even preschoolers into private after-school classes, sparking concerns about children's rights and well-being.
- Youth Sports Training: Why Some Preteens Are Turning to Private Coaches - The New York Times
More preteens are hiring private coaches as youth sports grow more competitive, driven by parents seeking an edge for their children.
- How does AI impact skill formation?
A 2025 Anthropic study shows AI-assisted coding can reduce skill retention but 25% speed boost emerges when ignoring participants who manually retyped AI code.
- One Solution for Too Many A’s? Harvard Considers Giving A+ Grades. - The New York Times
Harvard, after reducing A grades from 60% to 53%, now considers reintroducing A+ grades to further differentiate top student performance.
- How the Online SAT May be Vulnerable to Cheating - The New York Times
Tutors and testing experts warn that the online SAT is vulnerable to cheating through Chinese sites selling test questions and software that bypasses test protections.
- Exclusive | Yale Will Go Tuition-Free for Families Making Up to $200,000 - WSJ
Yale will make tuition free for families earning up to $200,000 starting fall 2026, expanding aid for middle-class students.
- Why talking to LLMs has improved my thinking – Vallified
Conversations with large language models help crystallize tacit knowledge into explicit language, improving clarity of thought and internal monologue.
- 5 Things Doctors Wish Men Knew About Sexual Health - The New York Times
Urologists share five common sexual health concerns men are often too embarrassed to ask about, including prostate checks and medication effects.
- A College Film Project Turned Into a Life Together - The New York Times
A college film project led to a romantic relationship between Casey DelBasso and Christopher Kelley, who met on day one but waited three years to become a couple.
- Giving university exams in the age of chatbots
In an open-source strategies course, a professor adapts exams to allow chatbots, penalizing AI mistakes more and requiring critical evaluation of outputs.
- The Unix Pipe Card Game
A physical card game teaches kids to combine Unix commands using pipes, with tasks like 'print the most common line'.
- A.I. Is Coming to Class. These Professors Want to Ease Your Worries. - The New York Times
Writing and English professors are working to improve AI chatbots for classroom use, even as some instructors remain opposed to them.
- 2026 prediction: AI may unleash the most entrepreneurial generation we've ever seen - Christensen Institute
AI will reduce corporate headcount while dramatically lowering barriers to individual entrepreneurship, creating a bifurcated labor market.
- Show HN: An interactive guide to how browsers work
An interactive guide explains browser mechanics from URL parsing to TCP connections and HTTP requests, aiming to build intuitive understanding.
- RevisionDojo, a YC startup, is running astroturfing campaigns targeting kids?
YC-backed RevisionDojo ran astroturfing campaigns on Reddit using fake accounts, paid posts, and coordinated manipulation to promote its test prep products.
- AddyOsmani.com - The Next Two Years of Software Engineering
The next two years of software engineering hinge on how AI affects junior hiring, skill atrophy, role evolution, specialist vs generalist, and education pathways.
- One Week Without Smartphones on a College Campus - The New York Times
A tech fast at St. John's College forced students to revert to chalkboard communication, revealing social friction and unexpected connections without smartphones.
- As Schools Embrace A.I. Tools, Skeptics Raise Concerns - The New York Times
School districts and governments deploying AI chatbots face warnings from experts that these tools risk undermining fundamental teaching and learning processes.
- AI Shifts Expectations for Entry Level Jobs - IEEE Spectrum
AI is reducing entry-level programming jobs but augmenting others, requiring graduates to focus on higher-order skills and AI proficiency.
- Feynman's Hughes Lectures: 950 pages of notes
A personal transcription of 950 pages of notes from Richard Feynman's Hughes Lectures (1966-1971) covering astronomy, QED, and math methods has been made available.
- People Who Achieve the Most Later in Life Typically Start Off Dabbling in Disciplines, Study Shows - The New York Times
A new study suggests that people who reach the pinnacle of their fields typically started off dabbling in multiple disciplines in their youth.
- Suspected Killer of M.I.T. Professor Studied With Victim, Graduating Top of Their Class - The New York Times
The suspect in the killings of a Brown professor and an M.I.T. professor was a former top student at Brown, and his parents had not seen him for over 20 years.
- ML Systems Textbook by Havard
A free, open-source ML systems textbook from Harvard offers a principles-first curriculum with interactive labs, a custom ML framework, performance modeling tools, and teaching resources.
- A quarter of US-trained scientists eventually leave
A study finds 25% of US-trained STEM PhDs leave within 15 years, but the US still retains a majority of patent citation benefits from their work.
- Opinion | A Gift That Gets Children Reading - The New York Times
Giving children early access to high-quality books as gifts improves educational outcomes and creates curious, informed citizens.
- He Tried to Protect His Son From Bullies. He Didn’t Know How Far They Would Go. - The New York Times
After repeated attacks on his son, Rick Kuehner sought help from school and police, but the bullying escalated into worse violence.
Takes
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
https://t.co/WfkOrIMztu
@dabit3