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.

How to talk to anyone, and why you should

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The author reflects on the decline of casual conversations with strangers in public spaces due to social anxiety and overreliance on technology. They argue that this loss of human interaction is a significant issue affecting people of all ages.

Are the Mysteries of Quantum Mechanics Beginning to Dissolve?

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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.

Tove Jansson's criticized illustrations of The Hobbit

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Tove Jansson illustrated the Swedish translation of J.R.R. Tolkien's The Hobbit in 1960. Her unique illustrations focused on landscapes and locations, differing from the traditional depiction of Tolkien's characters.

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.

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.

Little Free Library Books

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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.

Decision trees – the unreasonable power of nested decision rules

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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.

Long Range E-Bike (2021)

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The user built a custom 10S17P e-bike battery pack with 170 Samsung E35 cells, increasing the range of their S-Pedelec from 45 km to 180 km. The pack was designed to be safe and efficient, with a capacity of 2150 Wh, and the user hopes to inspire others to consider e-bikes as a commuter car replacement.

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.

How Next-Gen Spacecraft Are Overwhelming Our Communication Networks

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The aerospace industry has been experiencing an unprecedented boom in both ambition and capability. High resolution Earth observation satellites and complex multi-instrument science spacecraft are pushing the boundaries of what's possible. But this push forward has created a challenge that threatens the full potential of these missions: the growing gap between how much data we can ...

Chorba: A novel CRC32 implementation (2024)

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A novel method for calculating CRC checksums efficiently without lookup tables or hardware support is proposed, achieving 100% throughput increase over current state of the art. This approach outperforms or matches hardware-accelerated solutions on x86_64 and ARMv8 processors.

Setting up phones is a nightmare

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User helped parents set up new Android devices, minimizing data collection and telemetry by disabling tracking, uninstalling bloatware, and replacing default apps. They're seeking advice on phones with fewer privacy-invasive tactics and hardware that doesn't collect data excessively.

Flightradar24 for Ships

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Operational issue – Multiple services (UAE)

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Python Type Checker Comparison: Empty Container Inference

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Type checkers have different strategies to infer types for empty containers in Python. Some type checkers like Pyright, Ty, and Pyre infer the type as list[Any] or dict[Any], which provides the least amount of type errors but sacrifices type safety.

Why XML tags are so fundamental to Claude

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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.

Gzpeek: Tool to Parse Gzip Metadata

gzip streams contain metadata like operating system, file name, modification time, and compression flags that can provide hints about the compressor and file. However, due to inconsistent implementations, these metadata cannot be relied upon to determine the source OS or other information.

Interview with Øyvind Kolås, GIMP developer (2017)

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yvind Kolås is the maintainer of GEGL and babl, color engines of GIMP. He was involved in GIMP's project after fixing a patch for GIMP's transform tools.

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.

Programming in K

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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.

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.

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.

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.

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.

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.

New iron nanomaterial wipes out cancer cells without harming healthy tissue

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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.