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The author shares their expertise on reasoning models, which are crucial for modern LLMs, and provides eight video lectures to develop a reasoning model from scratch using PyTorch. The videos cover topics such as inference scaling, reinforcement learning, and distillation.
GPT-6.1 Terra is a new model that combines visual reasoning and computer use with natural writing, exceling at tasks like drafting proposals and editing videos. It offers significant improvements over GPT-5.6 Terra in terms of speed, capability, and cost, making it practical for developers to automate high-volume work.
Ein Minecraft-Mod namens "Swiss World" nutzt offene Geodaten von swisstopo, um eine genaue Darstellung der Schweiz in dem Spiel zu erstellen. Das Mod bietet eine Vielzahl von Funktionen und Details, wie z.B. die Möglichkeit, mit einem Klick auf die Karte einen Teleport-Befehl auszuführen.
IBM CEO Arvind Krishna sees open weight models as a viable option for on-prem enterprise use, offering 90% effectiveness at 10% of the cost. IBM is experiencing booming interest in on-prem AI infrastructure and plans to ease deployments with software solutions.
The owner of CSS-Tricks, Chris Coyier, has sold the site to an independent buyer who plans to make it a community-driven platform with inclusive content for front-end learning. The new owner aims to create more entry points for beginners and develop educational resources like courses while maintaining a balance between advertising and other revenue streams.
Meta employees express concern over favoritism towards Bolsonaro family in Brazilian elections, fearing it undermines credibility and public trust. They call on the company to respect democratic principles and avoid interfering in other countries' democratic processes.
Flock CEO Garrett Langley claims anti-Flock protests are not real, attributing social media opposition to Russian bots. He also suggests that the company's technology is effective and will eventually overcome public debate.
Researchers have made new discoveries in harmonic analysis, complexity theory, and quantum field theory using AI models. The results include a proof of the local smoothing conjecture in every dimension and a refutation of the Exponential Time Hypothesis.
The oldest application with a GUI that runs on Windows 11 without modifications is FREECELL.EXE from 1993, and another example is REVERSI.EXE from 1985 using otvdm emulation.
The author is a computer science graduate looking for work in the northeastern US and has experience with various programming languages. They're sharing their efforts to improve printability of web content, seeking feedback on their CSS snippet.
Companies and governments are adopting open-weight AI models, but concerns remain about their security due to the lack of transparency in model development. These models can potentially embed vulnerabilities and call back home once they do.
Pharo is a simple yet powerful object-oriented programming language with immediate feedback and a rich debugging environment. The community-driven project has released Pharo 14, the result of 978 pull requests and extensive contributions from over 1,500 contributors worldwide.
PaperPilot is a Rust-based PDF toolkit for local use, offering various features like merging, splitting, and compressing. It provides a consistent API across different interfaces and has an open-source community edition under Apache 2.0 license.
The Environmental Protection Agency plans to decommission its online web archive at the end of 2026, potentially losing tens of thousands of publicly available environmental resources. This move could erode public trust in government and hinder democratic oversight, as researchers and lawmakers rely on the archive for information.
A man in Russia lost access to 13 years of personal photos and videos after his Instagram account was banned, prompting him to contact journalists for help. He used ChatGPT, an AI chatbot, which suggested contacting Jason at 404 Media for assistance.
The author built a blog with perfect Lighthouse scores after removing Next.js and using Hono, a framework that provides fast and simple performance. The blog now has 100 points across all categories, with significant improvements in build time and unused code size.
Lauren Harper, the first Daniel Ellsberg chair on government secrecy at Freedom of the Press Foundation (FPF), discusses top secrecy news including a court battle over presidential papers and declassification stunts by the Trump administration. The FPF is fighting to stop privatization of presidential records and promote transparency in government.
The Type Server Protocol (TSP) is a JSON-RPC protocol for asking a type server for Python analysis data, supporting computed, declared, and expected types. It uses LSP data shapes and conventions where useful.
CorridorKey 2.0 is a one-click keying tool for VFX and editing software, offering perfect motion blur, bokeh, and hair with advanced color prediction and time awareness features. The plugin is available for Windows and NVIDIA GPUs, with a single license allowing up to 24 seats on the same machine.
The US has designated helium as a critical material due to its essential role in energy production and potential supply chain disruption. This designation aims to strengthen domestic manufacturing, support American jobs, and secure the material for U.S. economic and national security.
Cunyan Ma's interactive map exposes the power structure behind AI algorithms, revealing how data workers in the Global South are exploited for low wages to train AI models. The map links technology companies and their intermediaries to data workers worldwide, shedding light on "AI colonialism".
A Python script reproduces the Steal My Bitcoin challenge, using only standard library functions. The script builds requests, checks for leaks and records HTTP bytes from a new run.
Peter Thiel, a Silicon Valley billionaire, has become influential in US politics and technology with his libertarian views. He believes in the role of elites leading the world and opposes regulation of AI to accelerate progress.
The article discusses the importance of tool call accuracy in serving open-weight models, particularly for agentic workloads. Constrained decoding is a technique that guarantees schema adherence and has been released as a server-side flag in vLLM 0.31, improving tool-call accuracy from 92% to 100%.
The Apple iPhone Duo has been torn apart, revealing its repairable design with some notable exceptions. The phone's inner display and hinge require significant disassembly and replacement, which may deter owners from repairing the device themselves.
Apple has released the new iPad mini, featuring a stunning OLED display, improved performance with A20 Pro chip, and water resistance. The device is available in two finishes and starts at $499 for the 64GB model.
A new tool called Nietzschian Debugger helps developers strengthen their skills by forcing them to understand and fix their own code, rather than relying on shortcuts. It provides a unique approach to debugging that combines philosophy with real code reading and never gives direct answers.
The author is receiving unwanted texts from unknown numbers, mostly with political or marketing content, and is frustrated by the lack of effective solutions to stop them. They propose using Apple's AI features to filter out similar messages as spam after reporting them.
Microsoft is offering voluntary buyouts to 60,000 employees in an effort to reduce its headcount. The offer includes comparable severance package terms and will be available to select employees in the US, UK, Canada, and India.
John von Neumann was a brilliant mathematician and scientist who made significant contributions to various fields, including physics, mathematics, computer science, and economics. He is known for his work on quantum mechanics, game theory, and the development of the stored-program computer architecture that underlies modern computers.
Solar power is expected to surpass nuclear as the world's main source of electricity by 2026, with global production increasing to 10% and overtaking nuclear. Solar has become the fastest-growing source of new electricity in history, driven by declining costs and rapid growth in countries like China, India, and Australia.
Hob is a free, open-source AI tool that offers an alternative to Claude and ChatGPT, compatible with Mac, Windows, and Linux. It allows offline use and can fill out PDFs and work on documents.
The author compares AI panic to cognitive mercantilism, a historical economic concept that views intelligence as a scarce resource. This perspective assumes human minds are limited in their ability to produce and consume intelligence, leading to concerns about abundance and potential chaos.
Brazil's left-wing president Luiz Inácio Lula da Silva has been re-elected with 51.79% of the votes, beating his right-wing rival Flávio Bolsonaro who refused to concede. Lula faces a challenging political landscape, including animosity from US President Donald Trump and a deeply divided country.
The author disagrees with Matt Pocock's view that code is the most important thing in a development project, arguing instead that articulating what you want through writing is crucial. The author proposes an "Ideal State Artifact" (ISA) approach to capture this articulation and ensure accuracy in AI projects.
Microsoft introduced Microsoft-Decision-1, a 9-billion-parameter model that scores fixed answer options with a calibrated probability rather than generating open-ended text. It's designed for routing, classification, prioritization, verification, and workflow control tasks.
Skydance is offering a voluntary buyout program to certain employees amid integration with Warner Bros. Discovery, allowing them to leave the company in exchange for a one-time payment. The new policy aims to promote in-person collaboration and reduce costs as part of the merged entity's goal to achieve $6 billion in annualized cost savings within three years.
Stalwart v1.0 is a complete mail and collaboration server that has grown from a small e-mail parsing library in Rust over five years, featuring JMAP, IMAP, POP3, SMTP, CalDAV, CardDAV and WebDAV with improved performance and stability.
C++26 failed its DIS ballot due to a lack of votes in favor, with 12 out of 20 P-members voting Yes and 8 voting No. The main reason for the opposition was the contracts feature, which is now under review by WG21.
The Everything Project aims to rebuild and open-source popular software from scratch, offering free alternatives. It's a single repository containing various applications, licensed under MIT unless specified otherwise.
Entire is a new Git forge built for agent-human collaboration, offering distributed version control and continuous integration. It provides a Trail feature that brings relevant information to the top of the page as eval scores calculated on every push.
The human brain uses proprioception to sense the location of limbs without visual input, and motor imagery can complement physical practice by activating similar neural areas. Research shows that mental practice can improve performance in activities with a strong mental component, such as sports and surgery.
AI coding agents work best when tasks and requirements are stored in the same repository as code, making them easily accessible. This approach allows for version control, reviewability, and integration with documentation.
Cloudflare reported a security incident on September 8, 2026, where the GLM-5.3 Workers AI model experienced a tenant isolation issue due to a misconfigured open-source inference engine, SGLang. The issue was resolved by updating the configuration and patching the inference engine.
Partyline is a lightweight, easy-to-host server for real-time group voice and audio over Reticulum transports. It offers customizable rooms with access lists, operators, and dial-in options, including PTT (Push-To-Talk) rooms for slower links.
A convicted sex offender's phone was wiped by police to remove explicit content, raising questions about data preservation and privacy. The government's decision not to return the full data on the phone is reasonable given its potential use in future crimes or civil lawsuits.
Mark Zuckerberg and AI bigwigs have misgivings about their technology's effects. Some, like Anthropic and Elon Musk, are taking steps to mitigate potential harm through philanthropy.
Kibernetyk Mono is a geometric monospace font inspired by the Ukrainian Cybernetics School, designed for clean code and data visualization. It features box-drawing characters to create diagrams of processing systems and nodes.
A prisoner in Australia lost his challenge to a ban on eating Vegemite, citing it as a breach of his human right to enjoy Australian culture. The court ruled that the ban was justified by prison authorities' goal of removing illicit drugs and alcohol from the system.
Peta has released footage of newborn monkeys subjected to neurological tests at the University of Washington's National Primate Research Center, sparking concerns over animal welfare. The experiments involved separating infant monkeys from their mothers and exposing them to a neurotoxin, raising questions about the ethics of primate research.
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proc is a CLI tool for process management that allows users to find, stop, and free ports in one command. It provides a standardized way of interacting with processes across different operating systems.
The SEC limits requests from automated tools to ensure equitable access for all users. Excessive automated searches may be blocked or limited for a brief period, with the goal of maintaining efficient website performance.
Researchers have developed a method to cultivate magic states in superconducting quantum processors, reducing error rates by 40 times. This approach could be a viable solution for fault-tolerant quantum computing.
RainbowSay is an AI-powered language learning app that pauses and translates individual sentences from videos, podcasts, and more. It offers real-time vocabulary, grammar notes and live subtitles in 13 languages.