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Europe's First Exascale Supercomputer, Jupiter: An Nvidia-Powered Beast with Arm Aspirations

2025-06-14

Europe's First Exascale Supercomputer, Jupiter: An Nvidia-Powered Beast with Arm Aspirations

The Forschungszentrum Jülich's long-awaited exascale supercomputer, Jupiter, has finally debuted on the Top500 list. This hybrid CPU-GPU machine, built by Eviden and ParTec, boasts a GPU booster module that ranked fourth in the June HPL benchmark. While heavily reliant on Nvidia GPUs and interconnect technology, Jupiter incorporates a Universal Cluster module based on SiPearl's Rhea1 Arm CPU, signifying a move towards European HPC independence. However, reaching the full exascale FP64 performance goal requires further expansion of GPU nodes. The €500 million project highlights the substantial investment in high-performance computing, with a significant portion allocated to hardware and software.

(www.nextplatform.com)

Tech

First Case of Severe Bird Flu Confirmed in US

2024-12-18

First Case of Severe Bird Flu Confirmed in US

The Centers for Disease Control and Prevention (CDC) has confirmed the first case of severe bird flu in the United States. A Louisiana resident over 65 with underlying health conditions is hospitalized with severe respiratory illness due to avian influenza. The patient had contact with backyard birds, and genomic data shows the virus strain matches one recently spreading in US wild birds and poultry. While 61 human cases have been reported in the US since April, most were mild and recovered with antiviral treatment. The CDC stresses the risk of human-to-human transmission is low, but advises precautions for those working with or around poultry.

(abcnews.go.com)

Tech avian influenza viral infection

Python-BPF: A New Way to Write eBPF Programs in Python

2025-09-15

Python-BPF is a revolutionary open-source library enabling the writing of eBPF programs entirely in Python, compiling them directly into object files. This eliminates the previous cumbersome approach of embedding C code within Python. Leveraging Python's AST and LLVM IR for compilation, Python-BPF supports control flow, hash maps, helper functions, and more, significantly streamlining eBPF development and offering a new production-ready option.

(xeon.me)

Development

Atkinson Hyperlegible Mono: A Font Review for Programmers

2025-07-23

This article provides an in-depth review of the Atkinson Hyperlegible Mono font, comparing it to established programming fonts like JetBrains Mono and Fira Code. Designed by the Braille Institute for enhanced character distinction, particularly focusing on easily confused characters (like 0 and O, l and I), Atkinson Hyperlegible Mono demonstrates superior performance in distinguishing single-character homoglyphs and mirror image glyphs. However, it shows some weaknesses in differentiating certain programming symbols. The author details the installation process and provides a link to the GitHub repository.

(www.anthes.is)

Development programming font font review

The Elegant Struggle: Designing Public/Private Members in a Scripting Language

2025-05-26

A developer, building a fantasy console project, grapples with adding a module system to their scripting language. Exploring various approaches to distinguish public and private declarations – modifier keywords (like Java's `public` and `private`), modifier sections (like C++), sigils in identifiers (like Python's underscore), export manifests (like Scheme), and sigils at declarations (like Oberon's `*`) – they lean towards a novel solution: prefixing declaration keywords with an underscore (e.g., `rec_` for private records, `def_` for private functions). While unconventional, this method offers conciseness and avoids repeating sigils at every use site.

(journal.stuffwithstuff.com)

Development module system

The Risks and Best Practices of AI-Assisted Coding

2025-08-04

The Risks and Best Practices of AI-Assisted Coding

In the age of increasingly prevalent AI-assisted coding, blindly relying on AI-generated code can lead to significant risks. This article highlights that neglecting to review AI-generated code can result in architectural decay, a loss of understanding of code implementation, and the introduction of security vulnerabilities. The author advises developers to differentiate between asynchronous and synchronous tasks, employing a synchronous collaborative coding approach for core functionalities—instantly checking and correcting AI suggestions to ensure code quality and security. Ultimately, the author stresses that AI is a developer's assistive tool, not a replacement, and understanding the code remains the core responsibility of developers.

(etsd.tech)

Development

Nanonets-OCR-s: Beyond Traditional OCR with Intelligent Document Processing

2025-06-16

Nanonets-OCR-s: Beyond Traditional OCR with Intelligent Document Processing

Nanonets-OCR-s is a state-of-the-art image-to-markdown OCR model that surpasses traditional text extraction. It transforms documents into structured markdown with intelligent content recognition and semantic tagging, ideal for downstream processing by Large Language Models (LLMs). Key features include LaTeX equation recognition, intelligent image description, signature detection, watermark extraction, smart checkbox handling, and complex table extraction. The model can be used via transformers, vLLM, or docext.

(huggingface.co)

AI

Facebook: Power, Lies, and Apathy

2025-04-24

Sarah Wynn-Williams's tell-all memoir, *Careless People*, exposes the shocking inner workings of Facebook. The book details the arrogance, incompetence, and unethical behavior of executives like Zuckerberg, Sandberg, and Kaplan, and how Facebook used its power to manipulate politics, suppress dissent, and even played a role in the Myanmar genocide. Wynn-Williams's firsthand account chronicles Facebook's evolution from rapid growth to unchecked power, culminating in a disregard for ethics and consequences. The author argues this wasn't solely due to individual flaws but also a failure of the policy environment.

(pluralistic.net)

Tech

macOS Shortcuts: A Story of Stagnant Progress

2025-05-05

macOS Shortcuts: A Story of Stagnant Progress

Three years on, macOS Shortcuts remains a disappointment, falling far short of expectations. Author John Voorhees revisits his previous assessment of Shortcuts, highlighting its reliance on tools like AppleScript and Keyboard Maestro to accomplish complex tasks—a testament to its inherent limitations. While the flexibility of macOS allows for powerful workarounds combining various tools, this very fact underscores Apple's lack of progress in developing Shortcuts. Shortcomings like the poor implementation of conditional statements further exacerbate the issue. The author argues that Apple's 'years-long process' has long since exceeded reasonable leeway, leaving the future of Shortcuts on macOS uncertain.

(sixcolors.com)

Development Shortcuts

Nix: Demonstrably Secure Software Supply Chains

2025-05-12

Nix: Demonstrably Secure Software Supply Chains

Meeting stringent software supply chain security regulations often involves costly air-gapped environments and extensive vetting. This article introduces Nix, a powerful package manager, as a solution. Nix enables verifiable supply chain integrity without sacrificing development speed. It tracks the exact origin and integrity of software, producing auditable offline source packages. A bootable NixOS image example demonstrates how Nix extracts verifiable Fixed-Output Derivations (FODs) from the dependency tree, allowing for offline rebuilds to ensure complete traceability and integrity. This transforms compliance from a roadblock into a manageable post-development verification step, significantly reducing costs and enhancing developer efficiency.

(nixcademy.com)

Development Verifiability

Software Engineering: An Art of Discovery, Not Just Engineering

2025-05-20

Software Engineering: An Art of Discovery, Not Just Engineering

Software engineering is not merely an engineering practice; it's more of an art, full of the joy of discovery. The article uses early computer animations as an example to illustrate how a deep understanding of underlying technologies can lead to unexpected creativity. It argues that in software development, the interplay between vision and engineering is bidirectional and nonlinear, rather than linear. The author critiques the drawbacks of over-reliance on abstraction layers and black-box thinking, arguing that this limits creativity and innovation. The same applies to software organizations: over-emphasizing team autonomy while neglecting inter-team collaboration leads to low overall efficiency. The author calls for a return to understanding underlying technologies to spark true innovation.

(moxie.org)

Development

Porting Pigz to Windows: A Surprisingly Smooth Cross-Platform Journey

2025-06-23

Porting Pigz to Windows: A Surprisingly Smooth Cross-Platform Journey

Pigz, a Unix-style compression tool, was surprisingly easy to port to Windows. The article details the challenges encountered, such as differences in pthreads threading library and dirent functions, and minor variations in C library function names. The author cleverly utilized existing compatibility patches and the Premake build system to overcome these hurdles. Premake simplified the creation and maintenance of Visual Studio project files, ultimately resulting in a successful Pigz implementation on Windows.

(blog.kowalczyk.info)

Development

AI Copilot: Angel or Devil?

2025-05-23

AI Copilot: Angel or Devil?

This article uses humor to describe the author's experience working with an AI programming assistant (analogous to an incompetent colleague). While acknowledging AI's usefulness for simple tasks, the author argues that over-reliance on AI can stifle programmers' creativity and understanding of low-level technologies, ultimately leading to lower code quality and system performance degradation. The author urges programmers to maintain their passion for technology and avoid becoming puppets of AI.

(deplet.ing)

Development

Bunge Bits: Making Kenyan Legislation Accessible

2025-06-22

Bunge Bits: Making Kenyan Legislation Accessible

Bunge Bits offers concise summaries of Kenyan parliamentary proceedings, making complex legislative information easier to understand. By improving transparency and accessibility, Bunge Bits aims to empower Kenyan citizens to engage more fully in their democracy. The project relies on cloud hosting, databases, and AI technology, and welcomes sponsorship to support its continued operation.

(github.com)

Misc civic engagement

Earth's Subsurface May Hold Vast Reserves of Natural Hydrogen

2024-12-25

Earth's Subsurface May Hold Vast Reserves of Natural Hydrogen

Two geologists from the U.S. Geological Survey have developed a model suggesting Earth's subsurface may contain up to 5.6 × 10⁶ million metric tons of natural hydrogen. The model incorporates factors like natural production rates, reservoir amounts, and leakage from hydrogen-bearing rocks. While most of this hydrogen is likely inaccessible, the researchers highlight that harvesting just 2% could meet humanity's energy needs for roughly two centuries, offering a potential game-changer for clean energy.

(phys.org)

Tech natural hydrogen geological model clean energy

Transcendental Syntax: Building Logical Abstractions from a Low-Level Language

2025-01-04

Transcendental Syntax: Building Logical Abstractions from a Low-Level Language

This GitHub project implements Jean-Yves Girard's 'Transcendental Syntax,' a method for constructing logical abstractions from a low-level, logic-agnostic language. It uses a base language called 'stellar resolution,' where elementary objects (programs) are 'constellations.' These constellations are used in a higher-level language, 'Stellogen' (a metaprogramming language for constellations), to define proofs and formulas. The project is under development, with the guide currently only available in French.

(github.com)

Development logic metaprogramming

Interconnecting the World's Grids: A Cheaper, Greener Power Future?

2025-01-25

Interconnecting the World's Grids: A Cheaper, Greener Power Future?

Norway's decision to curb electricity exports due to price spikes caused by neighboring countries importing power highlights the need for global grid interconnection. Currently, less than 3% of the world's power is internationally traded, representing a huge untapped opportunity. Interconnected grids can significantly reduce electricity costs and facilitate the use of renewable energy sources. However, national interests and energy security concerns pose challenges to international cooperation.

(www.economist.com)

Tech global grid electricity trade

Lost City Rediscovered: Archaeologists Race to Save Heliopolis

2025-05-08

Lost City Rediscovered: Archaeologists Race to Save Heliopolis

This article highlights the crucial archaeological work underway to save the ancient Egyptian city of Heliopolis. Once the most sacred site on the Nile, Heliopolis was largely forgotten until archaeologists stepped in to prevent its complete disappearance. The article references several issues of *Digs & Discoveries* magazine showcasing discoveries from different years, emphasizing the ongoing and vital nature of the archaeological efforts.

(archaeology.org)

Misc Egypt Heliopolis

Bad Tech Docs: A Developer's Biggest Obstacle?

2025-06-22

Bad Tech Docs: A Developer's Biggest Obstacle?

The 2024 Stack Overflow survey highlights technical documentation and tutorials as crucial learning resources for coders. Yet, many developers experience frustration, feeling more confused after reading them. This stems from the fact that coding expertise doesn't automatically translate to clear writing. Solutions involve developers improving their writing skills, and organizations gathering user feedback, hiring technical writers, and addressing documentation issues on GitHub more proactively.

(www.gmoniava.com)

Development developer learning

Midday's AI-Powered Reconciliation Engine: Automating the Tedious Task

2025-08-29

Midday's AI-Powered Reconciliation Engine: Automating the Tedious Task

Midday has developed an automated financial reconciliation engine that leverages multi-dimensional matching and vector embeddings to achieve high accuracy and efficiency. The engine preprocesses and enriches data, using 768-dimensional embeddings to understand the semantic meaning of transactions and receipts. An adaptive thresholding system and machine learning algorithms further refine accuracy over time, based on user feedback. The result? Businesses save hours weekly on reconciliation, freeing up time for strategic tasks. This automation also paves the way for advanced financial analysis.

(midday.ai)

Development financial automation

Life Beyond Stars? Icy Moons May Hold the Key

2025-01-06

Life Beyond Stars? Icy Moons May Hold the Key

A 2023 paper suggests a paradigm shift in our understanding of life's origins. The discovery of numerous Jupiter-sized planets, free-floating and even forming binary systems, points to a surprising possibility: most life in the universe might reside in the deep oceans of icy moons orbiting these starless planets. These sub-surface oceans, heated by the moon's core and tidal friction, possess the necessary nutrients for life, offering a more stable and protected environment than Earth. This challenges traditional planetary formation theories and redirects the search for extraterrestrial life to a new, exciting frontier.

(theeggandtherock.com)

Tech extraterrestrial life icy moons planetary formation

Precious Plastic: An Open Source Recycling Project on the Brink

2025-06-04

Precious Plastic: An Open Source Recycling Project on the Brink

Precious Plastic, an open-source project promoting plastic recycling, faces a critical financial and legal crisis. The project, which releases iterative versions of its recycling technology for free, boasts a global network of over 1100 organizations across 56 countries. However, its open-source model has led to chronic funding shortages and a lack of a sustainable business model. A lawsuit in New York and high software development costs have exacerbated the crisis. The team is now appealing to the community for support, seeking funding and volunteers to continue development of a new version; otherwise, the project may cease to exist.

(www.preciousplastic.com)

Tech

Mecha Comet: A Modular, Open-Source Linux Handheld

2025-01-08

The Mecha Comet is a highly extensible handheld Linux computer, boasting modular hardware and software adaptable to diverse needs. Its open-source design empowers users to create custom extensions, leveraging interfaces like Raspberry Pi HATs and Mikrobus Click boards. Running Mechanix OS (based on Debian), the Comet packs a 1.8GHz quad-core ARM processor, 4GB RAM, and 32GB storage. Designed for ambitious projects ranging from DIY phones and AI assistants to even nanosatellite deployment, the Comet launches on Kickstarter in early Q1 2025.

(mecha.so)

Hardware Handheld Computer Open Source Hardware

In Memoriam: Michael Ryabushkin, Champion of the SoCal Python Community

2025-05-16

In Memoriam: Michael Ryabushkin, Champion of the SoCal Python Community

Michael Ryabushkin, a cornerstone of the SoCal Python community, passed away in May 2025. Tributes poured in, remembering his immense contributions to the community and his warmth and generosity as a mentor, friend, and colleague. He organized countless Python events, helped numerous developers find jobs and career paths, and even offered selfless support during others' darkest hours. His passion, humor, and selfless dedication will be deeply missed.

(socalpython.org)

Development in memoriam

ARB Assembly Shaders: A Deep Dive Before GLSL

2025-05-15

This article delves into ARB assembly shaders, a shading language used in OpenGL before the advent of GLSL. It details ARB shader integration, language features, instruction sets, and comparisons with GLSL. While now largely obsolete, understanding ARB assembly provides valuable insight into the evolution of modern graphics programming and the underlying mechanisms of lower-level graphics technologies.

(mid.net.ua)

Development graphics programming

MIT's Revolutionary Bionic Knee: Walking Redefined

2025-07-17

MIT's Revolutionary Bionic Knee: Walking Redefined

MIT researchers have developed a groundbreaking bionic knee that allows above-knee amputees to walk faster, climb stairs, and navigate obstacles with greater ease than traditional prostheses. Directly integrated with muscle and bone tissue, this system offers superior stability and control, providing a more natural and embodied experience. The technology combines agonist-antagonist myoneuronal interface (AMI) surgery, reconnecting muscle pairs for improved sensory feedback, and an osseointegrated system (e-OPRA), using a titanium implant for enhanced stability and signal transduction. Clinical studies demonstrate significant improvements in gait, stair climbing, and obstacle avoidance compared to traditional prosthetics, with users reporting a stronger sense of limb ownership.

(news.mit.edu)

Tech Bionics Prosthetics Biointegration

Say Goodbye to Obsolete Op-Amps: A Guide to Modern Alternatives

2025-01-07

Say Goodbye to Obsolete Op-Amps: A Guide to Modern Alternatives

This article critiques the widely used but outdated LM741 and LM324/LM358 op-amps, recommending superior, user-friendly modern alternatives such as the Microchip MCP6272, MCP6022, and Texas Instruments OPA2323, TLV3542, and OPA2356. It details crucial parameters to consider when choosing an op-amp, including supply voltage range, maximum output current, rail-to-rail I/O (RRIO), input stage type (FET vs. bipolar), gain-bandwidth product, slew rate, and noise. The author emphasizes that many parameters are often overblown in hobbyist projects.

(lcamtuf.substack.com)

Development op-amp analog circuit design electronics components

Improving and Deprecating Ruby's JSON gem APIs

2025-08-09

This post details the reasoning and specifics behind the maintainer's improvements and deprecations to the Ruby JSON gem's APIs. Three key areas are addressed: First, the unsafe `create_additions: true` option is deprecated, with `JSON.unsafe_load` or explicit option passing recommended. Second, the default tolerance for duplicate keys is deprecated, suggesting the use of `allow_duplicate_key: true`. Lastly, while not deprecating `Object#to_json`, a new `JSON::Coder` API is introduced, offering a safer and more flexible JSON serialization method, addressing global behavior and configuration issues. The author emphasizes the need to weigh the costs and benefits of deprecating APIs and highlights that the new APIs enhance security and reduce the risk of errors.

(byroot.github.io)

Development

Programmer's 5-Year UTC Experiment: Ditching Time Zones for Productivity

2025-05-31

Programmer's 5-Year UTC Experiment: Ditching Time Zones for Productivity

A programmer shares his five-year experiment living solely on Coordinated Universal Time (UTC). He found that ditching local time zones significantly simplified time management and boosted productivity, even with frequent international travel. While there's a minor learning curve and the occasional need to explain the 'wrong time' on his phone, the benefits far outweigh the inconveniences. The article details his journey and encourages readers to try UTC for a more efficient and less stressful approach to time management.

(timestripe.com)

Development

Two Transistors Mimic Neurons, Promising Breakthrough in Neural Networks

2025-03-28

Two Transistors Mimic Neurons, Promising Breakthrough in Neural Networks

Researchers have developed a novel device that mimics both neurons and synapses using just two standard CMOS transistors. By controlling the gate voltage, the device can switch between an off state and mimicking neuronal activity with adjustable spiking frequency, and can use spikes to adjust the weights of different inputs. It can function as an artificial synapse with six or more weight levels, and when combined with a second transistor, it can act as a neuron, integrating inputs to influence the frequency of output spikes (varying by a factor of 1000). This stable behavior (over 10 million clock cycles) offers a highly efficient and cost-effective design, potentially significantly reducing the energy consumption and cost of neural networks and accelerating AI advancements.

(arstechnica.com)

Hardware neuromorphic computing hardware acceleration

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