Microgpt

http://karpathy.github.io/assets/microgpt.jpg
The user created a simplified 200-line Python script called microgpt that trains and infers a GPT model from scratch, showcasing the core algorithmic essence of large language models. The script demonstrates how the model learns statistical patterns from a dataset and generates new plausible-sounding documents, such as names, by predicting the next token in a sequence.

Ghostty – Terminal Emulator

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Ghostty is a fast, feature-rich, and cross-platform terminal emulator that uses platform-native UI and GPU acceleration.

Switch to Claude without starting over

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Copy and paste the provided prompt into a chat with any AI provider. It’s written specifically to help you get all of your context in one chat.

I built a demo of what AI chat will look like when it's "free" and ad-supported

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A satirical AI chat demo showcases every monetization pattern imaginable, including banners, sponsored responses, and freemium gates. The tool is an educational tool to help marketers and developers understand AI monetization, but it's not an actual ad network.

Decision trees – the unreasonable power of nested decision rules

https://mlu-explain.github.io/assets/ogimages/ogimage-decision-tree.png
We're farmers with a new plot of land and we're using a Decision Tree to classify trees as Apple, Cherry, or Oak based on Diameter and Height. We've created a tree with a root node at Diameter ≥ 0.45 and subsequent splits at Height ≤ 4.88 and Diameter.

AI Made Writing Code Easier. It Made Being an Engineer Harder

Software engineers are experiencing burnout due to increased expectations and workload from AI tools, which have made certain tasks faster but also created a self-reinforcing cycle of more work and reliance on AI. The industry needs to acknowledge and address the human cost of rapid technological change, investing in people alongside tools to attract and retain top engineering talent.

When does MCP make sense vs CLI?

The author claims MCP is dying due to its lack of real-world benefits and argues that CLIs are simpler, faster to debug, and more reliable. They believe CLIs are a better abstraction for LLMs to interact with tools.

New iron nanomaterial wipes out cancer cells without harming healthy tissue

https://www.sciencedaily.com/images/1920/cancer-cell-self-destructing.webp
Scientists at Oregon State University created a new nanomaterial that targets cancer cells by sparking two chemical reactions, overwhelming them with oxidative stress while sparing healthy tissue. The material, built from an iron-based metal-organic framework, demonstrated strong toxicity to cancer cells and complete tumor regression in preclinical experiments.

10-202: Introduction to Modern AI (CMU)

The course provides an introduction to modern AI systems, focusing on machine learning methods and large language models. Students will learn to implement a basic AI chatbot through programming assignments and quizzes.

Microgpt explained interactively

https://growingswe.com/blog/microgpt/opengraph-image?16ed498263341a16
Andrej Karpathy's 200-line Python script trains a GPT model from scratch, learning statistical patterns in human names and generating plausible new ones. The script's core loop involves tokenizing, embedding, attending, computing, and predicting the next token, with the model learning to minimize cross-entropy loss through backpropagation and RMSNorm normalization.

Flightradar24 for Ships

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Operational issue – Multiple services (UAE)

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Samsung Galaxy update removes Android recovery menu tools, including sideloading

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Samsung is removing some recovery menu options from its Galaxy phones, leaving only "Reboot system now," "Wipe data/factory reset," and "Power off." The reason for this change is unclear, but it may be related to tightening security.

Why XML tags are so fundamental to Claude

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Ape Coding [fiction]

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Ape coding is a software development practice where humans write source code manually, emphasizing craftsmanship and direct human involvement. It gained popularity as a reaction against AI-written software, but its value now lies in recreation and education, with enthusiasts building large-scale projects like a human-written compiler for the AI-designed programming language 𒀯.

AI is making junior devs useless

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A developer expressed concern that AI is making it easy to build shallow competence, lacking real understanding of code and systems. Experienced developers value years of learning from mistakes, not just speed, and junior devs should focus on building intuition through struggle and deliberate learning.

WebMCP is available for early preview

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WebMCP provides a standard way for websites to expose structured tools, enabling AI agents to interact with them quickly and precisely. This allows agents to perform tasks like booking flights, filing support tickets, and navigating complex data with increased speed and reliability.

A new Polymarket account made over $500k betting on the U.S. strike against Iran

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Why is the first C++ (m)allocation always 72 KB?

The C++ standard library allocates a 72 KB "emergency pool" for exception handling at program startup, which is lazily initialized and can be disabled or configured via environment variables. This initial allocation is often misinterpreted as a memory leak, but is actually a normal behavior in C++ programs that link against libstdc++.

Waymo blocking ambulance during deadly Austin shooting

A Waymo self-driving car blocked an Austin-Travis County EMS ambulance during a mass shooting response, causing delays. The incident highlights concerns about Waymo's ability to handle emergency situations.

Just two days of oatmeal cut bad cholesterol by 10%

https://www.sciencedaily.com/images/1920/wooden-spoon-rolled-oats.webp
People with metabolic syndrome who ate oatmeal for 2 days saw a 10% drop in LDL cholesterol and modest weight loss. The cholesterol benefits remained visible 6 weeks later due to changes in gut bacteria.

How the Government Deceived Congress in the Debate over Surveillance Powers (2013)

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Senator Ron Wyden questioned Director James Clapper about NSA surveillance, and Clapper claimed "no" collection of data on millions of Americans. Clapper used a narrow definition of "collect" to justify his answer, which is different from the public's understanding.

Why does C have the best file API

The author rants about how programming languages neglect file access, requiring manual parsing and serialization. They praise C's memory mapping feature for efficient binary data access.

Are the Mysteries of Quantum Mechanics Beginning to Dissolve?

https://www.quantamagazine.org/wp-content/uploads/2026/02/Qualia-Quantum-Machanics-cr-Michael-Waraksa-Lede.webp
Physicist Wojciech Zurek's book Decoherence and Quantum Darwinism offers a new explanation for how quantum mechanics transitions to classical physics. His theory, called quantum Darwinism, suggests that decoherence and entanglement lead to a unique classical world emerging from quantum probabilities.

Running a One Trillion-Parameter LLM Locally on AMD Ryzen AI Max+ Cluster

https://www.amd.com/content/dam/amd/en/images/charts/4395050-text-generation-graph.jpg
To configure a Ryzen AI Max+ system for large-scale inference, set the kernel parameter to 120GB VRAM per node and install ROCm 7.0.2. Then, build llama.cpp and use the RPC engine to shard the model across nodes.

This System Can Go Fuck Itself and Burn in Hell

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The user grew up in poverty, experiencing homelessness and relying on welfare programs, and despite working hard and achieving some success, they were unable to achieve financial independence or a simple life due to the extractive nature of the US system. They now own three houses in upstate New York, but still struggle to make ends meet and are forced to play the financial casino games to ...

South Korean Police Lose Seized Crypto by Posting Password Online

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South Korea's National Tax Service lost $4.8 million in crypto assets after publishing a press release with wallet seed phrases. The incident highlights the risks of full self-custody in crypto and the need for better understanding of virtual assets by law enforcement.

Allegations of insider trading over prediction-market bets tied to Iran conflict

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Prediction markets like Kalshi and Polymarket faced controversy over insider trading and sensitive markets tied to Iran's supreme leader. Traders made large profits from advanced knowledge of US and Israeli strikes on Iran, prompting calls for legislation to ban such practices.

Little Free Library Books

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Show HN: Audio Toolkit for Agents

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A suite of 25 audio processing tools is exposed via DeclarAgent for use in Claude Code. The tools are installed and tested using Python and Pytest, with a self-contained binary built using PyInstaller.

January in Servo: preloads, better forms, details styling, and more

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Servo 0.0.5 brings improvements in web platform features, including OGG media playback, non-px sizes for SVG elements, and navigator.sendBeacon() support.

US Military says 3 service members have been killed

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A missile struck a synagogue in central Israel killing at least nine people and prompting retaliatory strikes by Iran against several countries including the US, Israel, and Saudi Arabia. The conflict has resulted in multiple deaths and injuries, with oil prices rising and international leaders calling for diplomacy to resolve the crisis.

Big Breakfast Alters Appetite, Gut Health

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A study found that higher-fibre and higher-protein breakfasts helped adults with overweight/obesity lose weight. The higher-protein diet suppressed appetite more effectively, while the higher-fibre diet improved gut health.

The Science of Detecting LLM-Generated Text (2024)

U.S. Races to Accomplish Iran Mission Before Munitions Run Out

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Pentagon Adopts Incel-Speak

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The US military and government are using language from incel and looksmaxxing communities, which originated from online forums like 4chan. This language promotes a nihilistic and misogynistic view of the world, where physical appearance and clicks are valued over empathy and human connection.

I Built a Scheme Compiler with AI in 4 Days

User built a Scheme compiler to WASM called Puppy Scheme in a short time, achieving impressive results despite being alpha quality. The project includes a website and component model, with ongoing development and a website at puppy-scheme.org.

Lil' Fun Langs' Guts

https://i.lede.me/?title=Lil%27+Fun+Langs%27+Guts&lede=What%27s+inside+them%3F+Do+I+need+my+pancreas%3F&author=taylor.town&date=2026.03.01
The user discusses various aspects of programming languages, including lazy evaluation, curried languages, bootstrapped compilers, and type inference, with a focus on the design and implementation of small compilers. They also touch on topics such as error handling, parsing, and optimization, as well as the trade-offs between different design choices in language implementation.

Show HN: Vertex.js – A 1kloc SPA Framework

Vertex is a 1kloc SPA framework that combines React, Ractive-Load, and jQuery features in a single, self-contained file. It can be used as a UMD module, CommonJS require(), or AMD define().

Intelligence is a commodity. Context is the real AI Moat

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The author attended an AI meetup where they discussed AI's impact on society and work, and the potential for an AI-first society where humans are no longer necessary. They believe humans will still find happiness in community and personal activities.

Psychology: Who dont maintain many close friends, learned independence too early

https://www.bolde.com/wp-content/uploads/2026/02/shutterstock_1789733465-scaled.jpg
People who learned independence too early often develop hyperindependence, a pattern where they prioritize self-reliance over close friendships. This can lead to a life of solitude, even if they're competent and strong, because they struggle to let others in and rely on them.

Show HN: Terminal-Style Portfolio on the Internet

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Perplexity Business Fellow and AI developer from New Delhi, India, with expertise in AI, machine learning, and web development. He has created innovative projects like PolyThink, TREAT, and Backdooms, and participated in 20+ hackathons.

Working with memories can reduce fear of failure

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6 Practices that turned AI from prototyper to workhorse (106 PRs in 14 days)

Using AI in software development involves enforcing a process with a state machine and annotating code, not editing it. This approach enables one engineer to produce what a team of 3-4 would do, with better code quality but longer development time.

The Panopticon Is Here: How the US Government Built an AI Superweapon

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The US government is using AI-powered surveillance to target political dissent, track citizens, and deport individuals without due process. This surveillance state has been weaponized, with agencies like ICE and the NSA collecting and analyzing vast amounts of data without adequate oversight or controls.