Impact of Extremely Low Temperatures on 5nm SRAM Array Size and Performance

2025-01-24
Impact of Extremely Low Temperatures on 5nm SRAM Array Size and Performance

New research explores the effects of extremely low temperatures (down to 10K) on the size and performance of 5nm FinFET SRAM arrays. Researchers found that at cryogenic temperatures, the maximum array size is limited by wordline parasitics, not leakage current, and performance is governed by both bitline and wordline parasitics. This has significant implications for future low-power, high-performance computing, offering valuable insights for optimizing SRAM arrays in extremely cold environments.

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Debugging React Server Components in Next.js with OpenTelemetry

2025-01-23
Debugging React Server Components in Next.js with OpenTelemetry

React Server Components (RSCs) offer performance benefits but introduce debugging challenges. This article demonstrates using OpenTelemetry, a powerful observability framework, to trace RSC activity within Next.js applications. OpenTelemetry allows tracing requests, collecting metrics, and aggregating logs, giving developers insights into server-side component execution, including lifecycle events, data fetching operations, and rendering performance. A real-world case study showcases optimizing a page loading numerous GitHub API calls using OpenTelemetry. The article details installing necessary packages, creating an instrumentation.js file, and configuring data export destinations. It also explains creating custom spans for more granular insights.

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Development

China's 'Artificial Sun' Sets New Fusion Record: 1,006 Seconds of Plasma Confinement

2025-01-24
China's 'Artificial Sun' Sets New Fusion Record: 1,006 Seconds of Plasma Confinement

China's Experimental Advanced Superconducting Tokamak (EAST), nicknamed the 'artificial sun', has achieved a groundbreaking milestone in fusion energy research. It sustained high-confinement plasma operation for an unprecedented 1,066 seconds, surpassing the previous record of 403 seconds (also set by EAST). This significant achievement represents a crucial step towards harnessing fusion energy – a clean, virtually limitless power source. The success is attributed to advancements in heating system stability, control system accuracy, and diagnostic systems. This breakthrough not only showcases China's leadership in fusion research but also offers hope for a cleaner energy future.

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Substack Requires JavaScript

2025-01-24
Substack Requires JavaScript

The Substack website displays a message indicating that JavaScript must be enabled for the site to function correctly. This is a common website message reminding users to ensure their browser has JavaScript enabled; otherwise, the website will not load or function properly.

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Nix@NGI: Streamlining Open Source Software

2025-01-24
Nix@NGI: Streamlining Open Source Software

The Nix@NGI team is on a mission to make running open-source software easier, both now and in the long term. Partnering with the NGI Zero consortium, they aim to integrate over 1200 NLnet-funded projects into the Nix ecosystem. The team boasts a diverse skillset, encompassing management, operations, development, and maintenance, and actively welcomes volunteers and trainees. Their work benefits NixOS contributors and enhances open-source accessibility. Future plans include improving tools, processes, and user experience, further propelling open-source software development.

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Development

Intel's Modular PC Design: A Sustainable Approach to Reduce E-waste

2025-01-24
Intel's Modular PC Design: A Sustainable Approach to Reduce E-waste

Addressing the growing e-waste problem, Intel introduces a modular PC design. This innovative approach allows for easy upgrades and repairs by modularizing key components, extending device lifespan and reducing electronic waste. Three levels of modularity—factory, field, and user—cater to different repair needs and skill levels. Intel aims to lower carbon footprint, support the right-to-repair, streamline manufacturing, and ultimately create a more sustainable PC lifecycle.

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Hardware modular design

TB Tilde: A Disruptive LLVM Alternative?

2025-01-24

Yasser's TB Tilde aims to replace LLVM, boasting superior compile speed and a smaller footprint. Early tests show its preprocessor is twice as fast as Clang's. TB Tilde uses a 'Sea of Nodes' IR, features a simple type system and thread-safe modules, supports JIT and AOT compilation, and even directly outputs linked executables. The project is actively under development, targeting March 2024 for Cuik compiler self-hosting on Windows, with optimizer improvements to follow.

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Development

Google Fiber Launches Construction in Las Vegas

2025-01-22
Google Fiber Launches Construction in Las Vegas

Google Fiber has officially begun network construction in Las Vegas, starting on the west side of the city with expansion to other parts of Clark County in the coming months. This follows agreements reached in 2024 with the City of Las Vegas and Clark County. Google Fiber is committed to minimizing disruption during construction and plans to offer service in parts of the metro area later this year. Nevada residents and businesses will have access to Google Fiber's plans, boasting speeds up to 8 gigabits and prices unchanged since 2012.

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Unprecedented Detail: The Most Precise Map of US Waters Ever Created

2025-01-23
Unprecedented Detail: The Most Precise Map of US Waters Ever Created

The US Geological Survey and its partners have unveiled the National Hydrography Dataset Plus High Resolution (NHDPlus High Resolution), the most detailed map of US waters ever produced. Boasting over 32 million features, this dataset offers an unprecedented level of detail, depicting rivers, lakes, wetlands, and more with rich attributes for mapping, analysis, and modeling. Now integrated into ArcGIS Living Atlas, this enhanced dataset provides seamless access and powerful capabilities, revolutionizing our understanding of US waterways and enabling advancements in hydrology research, environmental protection, and water resource management.

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Pica: Open-Source Catalyst for Autonomous AI

2025-01-21

Pica is an ambitious open-source project aiming to build a fully autonomous AI system. Unlike existing AI models trained for specific tasks, Pica strives for general-purpose AI capable of learning and adapting to various tasks. Its modular design allows researchers and developers to contribute and improve its components. Pica's success could revolutionize AI, potentially leading to more powerful, flexible, and general AI systems, unlocking new possibilities across diverse applications while also presenting new challenges and ethical considerations.

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Multiplayer Shooter Game in Lisp: A Solo Dev's Odyssey

2025-01-22
Multiplayer Shooter Game in Lisp: A Solo Dev's Odyssey

A solo developer built a web-based multiplayer third-person shooter, Wizard Masters, using Clojure, a Lisp dialect. Leveraging Clojure's REPL for rapid iteration and Babylon.js for graphics, the article details the game's rule system, networking architecture, and area-of-effect damage calculations. Challenges faced include state management, the lack of a strong Clojure game development community, and web platform limitations. The author concludes by weighing the pros and cons of web game development and emphasizes the crucial role of tooling, hinting at a potential shift to a mainstream engine like Unity or Unreal in the future.

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Game

Conquering Dumb LLM Search Judges with Classic ML

2025-01-24
Conquering Dumb LLM Search Judges with Classic ML

The author explores using a local LLM as a search relevance judge, a cost-effective alternative to OpenAI. Individual LLM judgments are unreliable, so the article proposes combining multiple LLMs' assessments of various product attributes (name, classification, description, etc.) using traditional machine learning (e.g., decision trees) to improve accuracy. Experiments show this approach can predict human preferences and reveal the logic behind human labels, aiding search engine optimization.

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Development

Florida Man's High-Fat Diet Leads to Cholesterol Crisis

2025-01-22
Florida Man's High-Fat Diet Leads to Cholesterol Crisis

A Florida man's high-fat carnivore diet, consisting of pounds of cheese, butter, and hamburgers, resulted in a cholesterol level exceeding 1000 mg/dL—far above the healthy range. This led to lipids oozing from his blood vessels, forming visible yellow nodules on his skin, a condition called xanthelasma. His case, published in JAMA Cardiology, highlights the dangers of extreme high-fat diets and the importance of managing hypercholesterolemia to prevent serious health complications.

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Chirping Cosmic Waves Detected Far From Earth

2025-01-23
Chirping Cosmic Waves Detected Far From Earth

Scientists have detected unusual cosmic waves, sounding like birds chirping, in a region far beyond previous observations. Using NASA's Magnetospheric Multiscale (MMS) satellites, researchers picked up these 'chorus waves'—bursts of plasma—over 62,000 miles from Earth. These waves, when converted to audio, resemble high-pitched bird calls. The unexpected location of these previously observed waves in a stretched-out region of Earth's magnetic field raises new questions about their formation. The research was published in Nature.

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Federal Court Rules Backdoor Searches of 702 Data Unconstitutional

2025-01-22
Federal Court Rules Backdoor Searches of 702 Data Unconstitutional

A federal district court has ruled that backdoor searches of databases containing Americans' private communications, collected under Section 702, typically require a warrant. This landmark ruling, following over a decade of litigation, rejects the government's claim that such searches can be conducted warrantlessly. Organizations like the EFF have long argued this practice is unconstitutional, and the court's decision is a significant victory for privacy rights. The ruling calls for Congressional reform of Section 702 to prevent future abuses.

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Revamping the ACM Student Research Competition: A Focus on Feedback

2025-01-22
Revamping the ACM Student Research Competition: A Focus on Feedback

While the programming languages community boasts mentoring initiatives like PLMW, SIGPLAN-M, and PLTea, a crucial piece is missing: guidance on presenting research. The authors argue that the ACM Student Research Competition (SRC), while intending to help, suffers from a competition-focused approach that overshadows its feedback mechanisms. This leaves junior researchers lacking the crucial skills of presenting their work effectively. The proposed solution is to refocus the SRC on providing high-quality feedback from experts, including increased expert reviewers, detailed feedback, and archiving extended abstracts. This aims to improve student presentation skills and increase the visibility of their research.

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Building Bolt: My Journey to a Production-Ready Compiler

2025-01-24
Building Bolt: My Journey to a Production-Ready Compiler

This post, the first in a series, details the author's experience building Bolt, a Java-style concurrent object-oriented programming language. It outlines the motivation behind creating a compiler, explaining the process using the analogy of a telegraph operator translating speech into Morse code. The author covers key compiler stages like lexing, parsing, type checking, and code generation, highlighting Bolt's advanced features such as objects, classes, inheritance, method overriding, concurrency, and generics. The article discusses static vs. dynamic typing and the role of LLVM, explaining how Bolt compiles to LLVM IR for optimization and machine code generation. Unique to Bolt is its double type-checking phase ensuring concurrent safety. The series promises a practical tutorial on building a compiler beyond toy languages.

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Development

Trellis: AI-Powered PDF Workflow Automation

2025-01-22
Trellis: AI-Powered PDF Workflow Automation

Trellis is an AI-powered platform that automates PDF workflows. Its engine transforms complex documents and calls into usable data for Ops and engineering teams in seconds, not weeks. Offering customizable actions, data validation, and real-time syncing with data sources, Trellis prioritizes security with SOC II Type 2 compliance, data encryption, and private cloud deployment options. Applicable across finance, healthcare, and real estate, Trellis helps organizations improve efficiency and ensure regulatory compliance.

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Banish WFH Eye Strain: Optimizing Your Home Office Lighting

2025-01-22
Banish WFH Eye Strain: Optimizing Your Home Office Lighting

Working from home causing eye strain? Blogger Russell Baylis shares his journey to optimal lighting, emphasizing even, diffused light as key to reducing eye fatigue. He transformed his workspace with floor lamps and dimmable lights, eliminating harsh shadows and high contrast. Natural light is softened with diffusing curtains, and high-quality, flicker-free lighting is prioritized. The 20-20-20 rule and regular breaks are also stressed for eye health.

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Building an Open-Source Laptop from Scratch: The anyon_e Project

2025-01-22
Building an Open-Source Laptop from Scratch: The anyon_e Project

Bryan embarked on an ambitious journey to build a highly integrated open-source laptop, anyon_e, from the ground up. The resulting machine boasts a 4K AMOLED display, a Cherry MX mechanical keyboard, and impressive performance running games like Minecraft and 7B parameter LLMs, all while maintaining ~7 hours of battery life. The project involved designing a custom motherboard around an RK3588 SoC, a dedicated power controller (ESP32-S3), and creating a mechanical keyboard and trackpad. This interdisciplinary endeavor, spanning hardware design, software development, and mechanical engineering, showcases the power of open-source collaboration and the drive to push boundaries.

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Hardware

Full-Text Search Engine in 150 Lines of Python

2025-01-24

This article demonstrates building a functional full-text search engine using less than 150 lines of Python code. It starts by downloading English Wikipedia abstracts, then uses an inverted index and TF-IDF (Term Frequency-Inverse Document Frequency) for indexing and ranking. The process covers data preparation, tokenization, filtering, index construction, and search functionality, explaining each step's principles. The result is a surprisingly fast search engine capable of searching and ranking millions of documents, showcasing the core mechanics of full-text search in a concise manner.

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Development

Vim's Rebirth After the Passing of its Founder

2025-01-24

The death of Bram Moolenaar, Vim's creator, shook the community. However, the project continues under the stewardship of Christian Brabandt. The team tackled website modernization, security updates, and new feature development, including XDG directory support and Wayland support. While controversies, such as Tree-sitter integration, exist, the Vim community remains active and dedicated to the project's future.

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Development

The Secret Spy Satellite That Helped Win the Cold War

2025-01-22
The Secret Spy Satellite That Helped Win the Cold War

In the 1970s, the rise of the Soviet Navy posed a significant threat to the US. To counter the emergence of powerful new Soviet warships, the top-secret Parcae satellite program was launched. Developed by the US Naval Research Laboratory, Parcae provided real-time location data on Soviet vessels, drastically reducing the time between signal interception and intelligence reporting to mere minutes. This near-instantaneous intelligence was crucial for military decision-making. Employing multiple satellites working in concert and advanced computer systems to process massive amounts of data, Parcae helped maintain the strategic balance during the Cold War. Its technology continues to influence modern satellite signals intelligence systems.

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File Systems: The Proto-Hypermedia?

2025-01-22
File Systems: The Proto-Hypermedia?

This article explores the intriguing idea of file systems as a precursor to hypermedia. It argues that the linking structure of directories and files, along with support for diverse data types, provided a form of flexible and varied information access and organization, echoing core hypermedia principles. While lacking the interactivity and dynamism of modern hypermedia, the article highlights the file system's pioneering role in information management, laying groundwork for later hypermedia technologies.

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Thread Safety Nightmare: A Mysterious Crash on ARM64, Even with Safe Rust

2025-01-22
Thread Safety Nightmare: A Mysterious Crash on ARM64, Even with Safe Rust

While porting network I/O code from Python to Rust in EdgeDB, a mysterious crash on ARM64 platforms emerged. Initially suspected to be a deadlock, the root cause turned out to be thread-unsafe behavior in the `setenv` and `getenv` functions. On ARM64, the `openssl-probe` library uses `setenv` to set environment variables, while another thread concurrently calls `getenv`. This reallocates the `environ` array, leading to a crash. The solution involved switching reqwest's TLS backend from rust-native-tls to rustls. This highlights how even in memory-safe Rust, interactions with the C standard library can still introduce thread safety issues.

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Amazon UK Halts Sales of Bloomsbury Books

2025-01-24
Amazon UK Halts Sales of Bloomsbury Books

Amazon UK has announced it will cease selling Bloomsbury's print and ebooks, citing a failure to agree on new contract terms. This move could severely impact Bloomsbury and reignites concerns about Amazon's trade terms with publishers. Amazon claims Bloomsbury refused good-faith negotiations, while its existing terms differed greatly from those of other publishers. While Amazon assures customers can still buy Bloomsbury books from third-party sellers, this is a high-risk strategy impacting sales of many bestselling authors published by Bloomsbury, including J.K. Rowling. The incident echoes a similar public battle between Amazon and Hachette over a decade ago.

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UI Hell: The Case of the Four-Function Calculator

2025-01-24
UI Hell: The Case of the Four-Function Calculator

This article delves into the surprisingly complex UI design of a seemingly simple four-function calculator. Starting with the basic components—ten digit keys, operators, and an equals sign—the author reveals hidden complexities. Issues like handling continuous operations, negative number input, implicit equals, and the legacy 'K-constant' feature are explored. These seemingly minor details lead to inconsistencies and user confusion, highlighting the challenges in designing even the simplest of devices. The author uses humor and diagrams to illustrate the intricate logic and historical evolution of calculator UI, prompting reflection on the design nuances often overlooked in everyday objects.

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Design Calculator

Rust: Investigating a Mysterious OOM

2025-01-19
Rust: Investigating a Mysterious OOM

Qovery's engine-gateway, a Rust service, experienced unexpected out-of-memory (OOM) crashes. Monitoring showed stable memory usage before abrupt restarts. The culprit? The anyhow library, when backtraces are enabled, captures a backtrace for every error. Symbol resolution, only triggered when printing errors in debug mode (`{:?}`), caused massive memory consumption. Setting environment variables `RUST_BACKTRACE=1` and `RUST_LIB_BACKTRACE=0` to enable backtraces only on panic solved the issue. This highlights how monitoring can be deceptive and the importance of thorough library documentation review.

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Development OOM
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