News Nug
Epoch confirms GPT5.4 Pro solved a frontier math open problem

Published: 2026-03-24 | Origin: Hacker News

The content discusses various aspects of artificial intelligence (AI), highlighting its significant growth and impact. It includes key statistics, research on AI development trajectories, and expert commentary on current critical questions in the field. A comprehensive database tracks AI systems by training compute, organization, and release date, as well as AI data centers monitored through satellite imagery and permits. Additionally, it provides insights into machine learning (ML) accelerator performance, efficiency, pricing, and trends in AI chip shipments and revenue from major vendors. Survey

FCC updates covered list to include foreign-made consumer routers

Published: 2026-03-23 | Origin: Hacker News

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Autoresearch on an old research idea

Published: 2026-03-23 | Origin: Hacker News

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Show HN: Cq – Stack Overflow for AI coding agents

Published: 2026-03-23 | Origin: Hacker News

The piece discusses the concept of creating a central resource for agents—akin to a "Stack Overflow for agents"—where knowledge can be shared and mistakes can be avoided. It reflects on how trends and technologies in computer science often cycle back, with current innovations resembling older concepts. Stack Overflow, which peaked in usage in 2014, has seen a significant decline in activity by 2025, attributed to the rise of AI tools like ChatGPT that provide answers without the need for communal knowledge sharing.

iPhone 17 Pro Demonstrated Running a 400B LLM

Published: 2026-03-23 | Origin: Hacker News

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Box of Secrets: Discreetly modding an apartment intercom to work with Apple Home

Published: 2026-03-23 | Origin: Hacker News

The author describes a situation involving their friend Frank, who lives in an apartment complex with a broken intercom system that management failed to repair. The intercom allowed guests to call Frank to gain entry, but it became inoperable due to unrenewed cellular service. When the author and a friend, Hazel, visited Frank, they explored the intercom's box and discovered that they had access to the complex's Wi-Fi router. They were able to log in using the default credentials and found that

GrapheneOS will remain usable by anyone without requiring personal information

Published: 2026-03-22 | Origin: Hacker News

Of course! Please provide the content you'd like summarized, and I'll be happy to help.

The gold standard of optimization: A look under the hood of RollerCoaster Tycoon

Published: 2026-03-22 | Origin: Hacker News

Recently, I had the opportunity to appear on the German gaming podcast Stay Forever to discuss the technology behind RollerCoaster Tycoon (1999). The interview was insightful, especially regarding how the game, created primarily in Assembly by Chris Sawyer, managed to simulate expansive theme parks efficiently on 1999 hardware. This achievement is notable, as many modern building games still struggle with consistent performance. Sawyer's choice of Assembly, a low-level programming language, is often highlighted as a key factor in the

PC Gamer recommends RSS readers in a 37mb article that just keeps downloading

Published: 2026-03-22 | Origin: Hacker News

The PC Gamer article highlights issues with the site's user experience, including intrusive popups, multiple visible ads, and a heavy initial webpage load size of 37MB. Additionally, the site has downloaded nearly half a gigabyte of new ads in just five minutes. The article suggests that the abundance of effective RSS readers, like NetNewsWire, Unread, Current, and Reeder, help users avoid these distractions.

Why I love NixOS

Published: 2026-03-22 | Origin: Hacker News

The author expresses a deep appreciation for NixOS, primarily due to its underlying Nix package manager rather than the Linux aspect itself. Their admiration stems from the ability to create a deterministic and reproducible operating system. They value NixOS for its declarative setup, which allows users to define the entire system—packages, configurations, and settings—in one place. This contrasts with traditional operating systems that accumulate complex, unmanageable states over time. With NixOS, rebuilding and rolling back systems is

The future of version control

Published: 2026-03-22 | Origin: Hacker News

The author is introducing Manyana, a new version control system that leverages Conflict-Free Replicated Data Types (CRDTs) to overcome traditional version control challenges. Manyana ensures that merges are always successful, eliminating conventional conflicts, while still providing informative conflict markers. Instead of presenting opaque blobs representing changes, Manyana clearly shows what happened during edits and who made them, thus improving clarity. Key benefits include permanent line ordering and non-blocking conflict resolution; even when edits occur closely together, the merge

Project Nomad – Knowledge That Never Goes Offline

Published: 2026-03-22 | Origin: Hacker News

Project NOMAD is a free, open-source offline server that allows users to run various educational and reference tools entirely on their own hardware, without requiring internet access. It provides access to essential resources like Wikipedia, medical references, survival guides, and educational content from Khan Academy, making it ideal for emergency preparedness or off-grid living. NOMAD supports running local large language models (LLMs), enabling users to chat, write, and analyze data privately. It also includes offline navigation using OpenStreetMap and offers

Flash-MoE: Running a 397B Parameter Model on a Laptop

Published: 2026-03-22 | Origin: Hacker News

The content discusses a highly optimized inference engine designed for running the Qwen3.5-397B-A17B model, a large Mixture-of-Experts AI model with 397 billion parameters, on a MacBook Pro with 48GB RAM. The engine achieves a production-quality output of over 4.4 tokens per second using a pure C/Metal implementation without reliance on Python or frameworks. Key features include: - A detailed technical paper describing over 90 experiments and the collaborative development

Reports of code's death are greatly exaggerated

Published: 2026-03-22 | Origin: Hacker News

The content discusses the challenges of translating linguistic specifications into code, emphasizing a tension between the intuitive precision of English and its practical vagueness, as highlighted by Bertrand Russell's quote. It posits that programming resembles writing, involving iterative refinement, and suggests that AI facilitates this by turning English into code quickly, allowing for incremental adjustments—a process termed "vibe coding." However, vibe coding can create an illusion of precision, which may lead to complications and unexpected bugs when scaling or adding features, as evidenced

Sashiko: An agentic Linux kernel code review system

Published: 2026-03-22 | Origin: Hacker News

Sashiko is an innovative Linux kernel code review system designed to monitor public mailing lists and evaluate proposed changes to the Linux kernel. It functions as a team of specialized reviewers, covering various aspects from high-level architecture to low-level resource management. Utilizing an open-source set of prompts and a custom multi-stage review protocol, it aims to enhance review accuracy and reduce false positives. This open-source project is part of the Linux Foundation, licensed under the Apache License 2.0, and is currently offered as

Cloudflare flags archive.today as "C&C/Botnet"; no longer resolves via 1.1.1.2

Published: 2026-03-22 | Origin: Hacker News

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The Three Pillars of JavaScript Bloat

Published: 2026-03-22 | Origin: Hacker News

The content discusses the growth of the e18e community and highlights the "cleanup" initiative, which aims to reduce redundant and outdated npm packages. It addresses the issue of "dependency bloat," where npm dependency trees become unnecessarily large due to the inclusion of small utility functions that should ideally be natively available in modern JavaScript environments. The author identifies three main reasons for this bloat: 1. Legacy Support: Some developers need to support older platforms (like ES3) that lack certain

Chest Fridge (2009)

Published: 2026-03-22 | Origin: Hacker News

The text discusses the inefficiencies of traditional vertical-door refrigerators compared to chest fridges, arguing that vertical designs contradict the natural behavior of cold air. The author highlights their own chest fridge, modified from a Vestfrost freezer, which consumes only 0.1 kWh a day and operates quietly. They emphasize that energy-efficient fridges not only save money but also preserve food better due to reduced temperature fluctuations. The author questions the rationale behind the continued production of inefficient models and the role of manufacturers and

Floci – A free, open-source local AWS emulator

Published: 2026-03-21 | Origin: Hacker News

Floci is a free, open-source local AWS emulator designed for ease of use, requiring no account or complex configurations. Named after a cloud formation resembling popcorn, Floci runs on Docker and supports over 20 services, with all SDK tests passing. It will remain free indefinitely, unlike LocalStack's community edition, which will sunset in March 2026, adding authentication requirements and other limitations. Users can point their existing AWS SDKs to Floci at http://localhost:4566 without additional modifications

Professional video editing, right in the browser with WebGPU and WASM

Published: 2026-03-21 | Origin: Hacker News

This content describes a powerful online non-linear editing (NLE) tool that offers GPU compositing, keyframe animation, and real-time previews without requiring any installations. It is built using WebGPU and Rust/WASM for high performance comparable to native applications. Features include a canvas-rendered timeline with unlimited video and audio tracks, animation of any property with bezier easing curves, and GPU-processed effects like brightness and blur with instant previews. The editor operates entirely in the browser, ensuring media files remain