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Programming Languages: Balancing Safety and Power

2024-12-15

This article explores the trade-off between safety and power in programming languages. The traditional view is that powerful languages, like C with its manual memory management, are inherently unsafe. However, the author argues this is outdated. Modern language research shows that greater expressiveness allows for both safety and power. The evolution of macros in Lisp, Scheme, and Racket exemplifies this, demonstrating how improved design can enhance macro capabilities while maintaining safety. Racket's macro system is presented as a best practice, combining hygienic code with powerful manipulation capabilities. The article concludes that safe and reliable systems build more capable and reliable software, and recommends resources for further learning about Racket macros.

(lambdaland.org)

Development programming languages safety macros

Design Tokens: The Key to Scalable and Consistent UI Architectures

2024-12-18

This article explores the role of design tokens in modern UI architecture. By representing design decisions as data, design tokens serve as a single source of truth, enabling automated code generation across platforms for faster updates and improved design consistency. It details the layered organization of design tokens (option, decision, and component tokens), automated distribution processes, and how to choose the appropriate number of layers and token scope. Finally, it discusses when design tokens are appropriate and their limitations, helping readers determine their suitability for their projects.

(martinfowler.com)

Design design tokens UI architecture automated design

Taming the Chaos: Centralizing and Structuring Error Handling in Go

2024-12-18

This article details the author's journey in tackling escalating error handling issues in a growing Go project. Initially, the simple approach to error handling devolved into chaos with confusing logs and untraceable errors. To solve this, a new error handling framework was designed and implemented. This framework employs a centralized, structured system using namespace codes to make errors meaningful and traceable. The core is a centralized declaration of error codes; each service layer returns only its own namespace codes, enriched with context information. The article thoroughly explains the design decisions, implementation, lessons learned, and migration strategy, offering valuable practical experience.

(olivernguyen.io)

Development Error Handling Software Architecture

Stanford Report Warns of Mirror Bacteria Feasibility and Risks

2024-12-17

A Stanford University technical report details the feasibility of creating 'mirror bacteria' and their potential risks. Mirror bacteria, with all chiral molecules (proteins, nucleic acids, and metabolites) replaced by their mirror images, cannot evolve naturally but are becoming increasingly synthesizable. Immune systems and predation rely on chiral molecule interactions, meaning mirror bacteria could evade detection and control, potentially spreading unchecked and posing serious threats to humans, animals, plants, and the environment. The report comprehensively assesses synthesis, biosecurity, human health impacts, medical countermeasures, and ecological consequences, urging attention to this potential biosecurity risk.

(purl.stanford.edu)

AI biosecurity

Railgun Labs Unveils High-Performance Unicode Algorithm Library: Unicorn

2024-12-15

Railgun Labs has released Unicorn, a high-velocity Unicode algorithm library known for its speed, embeddability, cross-platform compatibility, and security. Unicorn supports numerous Unicode algorithms, including normalization, case conversion, collation, and segmentation, and provides decoders, encoders, and validators for UTF-8, UTF-16, and UTF-32 encodings. The library is fully customizable and extensively tested for accuracy and reliability. It's MISRA C:2012 compliant and largely thread-safe.

(railgunlabs.com)

Development Unicode algorithms software library high-performance

Visual Proof: a² – b² = (a + b)(a – b)

2024-12-15

Futility Closet's blog post presents a visual proof of the mathematical formula a² – b² = (a + b)(a – b), quoting Sophie Germain's insightful words: “It has been said that algebra is but written geometry and geometry is but diagrammatic algebra.” The post uses an easily understood diagram to demonstrate the formula, highlighting the elegance of mathematics and the strong relationship between algebra and geometry.

(www.futilitycloset.com)

Misc mathematical proof geometry algebra

Sensirion SGP41 TVOC Sensor Accuracy Test: Relative Changes, Not Absolute Values

2024-12-15

AirGradient conducted accuracy and precision tests on the Sensirion SGP41 TVOC sensor used in their air quality monitors. The tests revealed that the sensor effectively tracks relative changes in TVOC levels – detecting increases or decreases – but cannot provide precise absolute values. This is due to limitations inherent in low-cost VOC sensors, including lack of specificity, cross-sensitivity, environmental sensitivity, and baseline drift. While the sensor cannot precisely measure TVOC concentrations, it still offers practical value in identifying TVOC sources and for environmental monitoring. Future testing by AirGradient will explore sensor performance under various conditions to further understand its capabilities and limitations.

(www.airgradient.com)

Hardware TVOC sensor air quality monitoring sensor accuracy

Isomorphic Web Components: Server-Side Rendering Made Easy

2024-12-15

The long-held belief that server-side rendering of web components is difficult has been challenged. This article demonstrates how to achieve server-side rendering of existing web components by cleverly using Happy DOM to emulate a browser environment. Two methods are detailed: using the `` tag for direct rendering and emulating the DOM to run component code and generate HTML. The author emphasizes the advantages of this approach: compatibility with all web components, robustness in the face of JavaScript failure, and avoidance of framework lock-in. This solves the server-side rendering problem for web components, offering a flexible and resilient solution.

(jakelazaroff.com)

Development Server-Side Rendering Isomorphic

TSMC Unveils Nanosheet Transistors: A New Era for Chips

2024-12-15

TSMC showcased its next-generation N2 (2-nanometer) process at the IEEE International Electron Devices Meeting, marking its first foray into nanosheet transistors. Compared to its N3 process, N2 boasts up to a 15 percent speed increase, 30 percent better energy efficiency, and a 15 percent density boost. This new architecture offers greater flexibility, allowing for the creation of nanosheets with varying widths on the same chip, optimizing performance for different logic units, especially SRAM. Intel's research further validated the scalability of nanosheet architecture, demonstrating a high-performing 6-nanometer gate-length transistor, pointing the way towards continued advancement in chip technology and suggesting a potential extension of Moore's Law.

(spectrum.ieee.org)

Hardware TSMC Nanosheet Transistors 2nm Process

Programmer Calls Out OAuth Providers for API Flaws

2024-12-12

A programmer publicly criticized several OAuth providers (GitHub, Facebook, TikTok, Strava, Naver, and others) for various API inconsistencies. Issues included incorrect status codes, non-standard error responses, inconsistent parameter naming, and flawed token expiration formats. The author urged these providers to rectify these problems, expressing particular confusion over Naver's design choices. The post also highlighted the lack of support for HTTP Basic authentication, later clarifying that while optional in OAuth 2.1, most providers' lack of PKCE support renders them non-compliant with either specification.

(pilcrowonpaper.com)

Development API inconsistencies specification developer API flaws

YouTube quietly downgraded its web embeds, impacting user experience

2024-12-14

YouTube recently altered its Publisher for Publishers (PfP) embedded player, removing the title link back to YouTube. This change, intended to protect advertisers since PfP allows publishers to sell their own ads, means many websites, including The Verge, now have YouTube embeds where clicking the title no longer opens the video on YouTube.com or the app. Despite efforts to communicate with YouTube, including reaching out to CEO Neal Mohan, the change remains. This highlights how large tech platforms can prioritize their own interests over user experience.

(www.theverge.com)

Tech embedded player

Unraveling the Mango's Mystery: A Scientific Journey Across Asia

2024-12-16

The sweet mango, a beloved fruit worldwide, hides a mysterious past. Dr. Emily Warschefsky, a Ph.D. student at Florida International University, embarked on a scientific journey across Asia to uncover the mango's origins. Visiting botanical gardens and forests, she collected numerous samples of Mangifera species and used DNA sequencing to study relationships between different mango species. Her research revealed genetic differences between Southeast Asian and Indian mangoes, challenging the traditional view of a single Himalayan origin. Several scenarios are proposed, including multiple domestication events and hybridization between different species. Warschefsky's work not only deepens our understanding of mango origins but also offers new insights for mango breeding and cultivation.

(fairchildgarden.org)

Misc mango origin DNA sequencing

Efficient Cloud-Native Raster Data Access: An Alternative to Rasterio/GDAL

2024-12-15

The exponential growth of Earth observation data in cloud storage necessitates efficient access and analysis of satellite imagery. This article introduces an alternative cloud-native raster data access approach to Rasterio/GDAL. Traditional GeoTIFFs are inefficient, while Cloud-Optimized GeoTIFFs (COGs) improve efficiency through tiling and multi-resolution access. However, even with COGs, tasks like time-series NDVI analysis suffer from latency. The authors leverage STAC GeoParquet, combined with pre-calculated byte ranges, to reduce HTTP requests, significantly speeding up data access. Initial tests show this approach drastically reduces time-to-first-tile for Sentinel-2 data and lowers costs. A future open-source library, "Rasteret," will implement these techniques.

(blog.terrafloww.com)

Tech Cloud-native Raster data

Automated Assembly System Creates Cyborg Insects

2024-12-15

Scientists have developed an automated system for assembling insect-computer hybrid robots. The system uses a vision-guided robotic arm to precisely implant custom-designed bipolar electrodes onto the backs of Madagascar hissing cockroaches. The entire process takes only 68 seconds, and the assembled robots achieve steering and deceleration control comparable to manually assembled systems. A multi-agent system of 4 robots successfully navigated an obstacle course, demonstrating the feasibility of mass production and real-world applications. This research paves the way for scalable production and deployment of insect robots.

(arxiv.org)

AI insect robots automated assembly robotics

LLM Benchmark: Pelican on a Bicycle

2024-12-16

Simon Willison created a unique LLM benchmark: generating an SVG image of a pelican riding a bicycle. This unusual prompt aimed to test the models' creative abilities without relying on pre-existing training data. He tested 16 models from OpenAI, Anthropic, Google Gemini, and Meta (Llama on Cerebras), revealing significant variations in the quality of generated SVGs. Some models produced surprisingly good results, while others struggled.

(simonwillison.net)

AI Image Generation

Easy macOS Installation on Any Computer with Proxmox

2024-12-12

This project offers a simplified method for installing macOS on any computer using Proxmox VE versions 7.0 to 8.2. A single script automates the setup process, enabling users to easily run macOS versions from High Sierra to Sonoma in a Proxmox virtual machine. Cloud environment installations are also supported, and a video tutorial is available.

(github.com)

Hardware Virtualization

IBM Breakthrough: Beyond Copper Interconnects for Future CMOS Nodes

2024-12-16

IBM researchers presented two papers at the 2024 IEDM conference on back-end-of-line (BEOL) interconnect technology, showcasing advancements in advanced interconnect solutions. The first paper explored improvements and future directions for copper interconnect technology, while the second (co-authored with Samsung) introduced a post-copper alternative utilizing an advanced low-k dielectric (ALK) material and rhodium (Rh). This new technology significantly enhances performance and reliability, reducing resistance and capacitance, and addressing reliability challenges faced by traditional copper interconnects at 24nm and below. This research paves the way for future CMOS node chip manufacturing and provides crucial support for the continued development of high-performance, low-power logic integrated circuits.

(research.ibm.com)

Hardware chip interconnect back-end interconnect

Hugging Face Spaces Launches ZeroGPU: Dynamic GPU Allocation for Enhanced AI Model Efficiency

2024-12-15

Hugging Face Spaces has introduced ZeroGPU, a shared infrastructure that dynamically allocates NVIDIA A100 GPUs to optimize GPU usage for AI models and demos. ZeroGPU offers free GPU access, multi-GPU support, and lowers the barrier to entry for deploying AI models. Users simply select ZeroGPU hardware when creating a Gradio Space and use the `@spaces.GPU` decorator for GPU-dependent functions. ZeroGPU is compatible with PyTorch and optimized for Hugging Face's transformers and diffusers libraries, but currently only works with the Gradio SDK. Personal accounts (PRO users) can create up to 10 ZeroGPU Spaces, while organization accounts (Enterprise Hub) can create up to 50.

(huggingface.co)

AI GPU allocation

Google DeepMind Unveils Veo 2: A Breakthrough in AI Video Generation

2024-12-16

Google DeepMind recently launched Veo 2, its latest AI video generation model. This model represents a significant leap forward in realism, detail, and motion accuracy, capable of producing high-quality 4K videos from complex instructions. Outperforming other leading AI video generation models, Veo 2 excels in faithfully following prompts and generating incredibly realistic results. From extreme close-ups of a DJ to detailed food preparation scenes showcasing realistic physics, Veo 2 demonstrates its versatility across various styles and scenarios, marking a new milestone in AI video generation.

(deepmind.google)

AI AI video generation deep learning

From Animal 'Factories' to Synthetic Biology: A Revolution in Biopharming

2024-12-15

Historically, many medicines and materials relied on animal extraction, such as antivenom from horse blood, endotoxin detection from horseshoe crab blood, and silk from silkworms. This article traces the journey from ancient Phoenicians using snails to extract Tyrian purple dye to the modern use of biotechnology to synthesize insulin, antibodies, and vaccines. While synthetic biology technologies can now replace many animal-derived products, some areas still rely on animals due to regulatory lag, molecular complexity, and challenges in scaling production, such as influenza vaccine production. The article highlights the enormous potential of synthetic biology to improve efficiency and reduce animal use, but also reminds us of the importance of protecting biodiversity, as the development of biotechnology also relies on exploration and utilization of the natural world.

(worksinprogress.co)

Tech animal welfare

Springfield Weekend Weather Forecast: Sunny and Warm

2024-12-16

Springfield weather today is sunny with a temperature of 72°F, humidity at 55%, dew point of 65°F, barometric pressure of 12 PPI, north wind at 6 mph, and visibility of 35 miles. July precipitation is 1 inch. The weekend forecast predicts sunny skies and warm temperatures throughout, along with moderate humidity. Clark St. pool is back open, come on down!

(unworld.neocities.org)

Misc weather forecast Springfield weekend weather

Ente Photos: On-Device Machine Learning for Enhanced Privacy

2024-12-15

Ente Photos utilizes a unique on-device machine learning approach, running models locally instead of in the cloud to guarantee end-to-end encryption and user privacy. Overcoming challenges of limited compute, diverse platforms, and restricted access to ML libraries, Ente achieves features like image indexing, clustering, semantic search, and face recognition. While local processing presents technical hurdles, Ente addresses them through model optimization, algorithmic refinements, and meticulous image processing, leveraging open-source tools like ONNX Runtime. The result is a consistent and efficient cross-platform experience, allowing users to securely explore and manage their memories.

(ente.io)

AI on-device machine learning

Guile-powered Emacs: A Bold Rewrite Project

2024-12-16

Emacs, renowned for its extensibility, faces performance and expressiveness limitations with its core language, Emacs Lisp (Elisp). To address this, the Guile-Emacs project aims to replace Elisp in Emacs with Guile Lisp. After years of development and dormancy, Guile-Emacs has been revived by developers Robin Templeton and Larry Valkama. The project aims to leverage Guile's compiler and performance advantages to improve Emacs' speed and extensibility while maintaining Elisp compatibility. The ultimate goal is to rewrite a significant portion of Emacs's C code in Lisp, significantly enhancing its customizability. While facing technical and political challenges, the project presents exciting possibilities for the future of Emacs.

(lwn.net)

Development

AI Product Management: New Best Practices in a Generative AI World

2024-12-13

The rise of generative AI and AI-based developer tools is reshaping best practices in AI product management. This article highlights the importance of using concrete examples (inputs and desired outputs) to clearly define product specifications. This not only helps teams move faster but also improves the efficiency of assessing technical feasibility. For example, prompting LLMs to test their accuracy on specific tasks allows for quick validation of product ideas. Furthermore, tools like Replit and Vercel empower product managers to build prototypes independently and gather user feedback, accelerating iteration. In short, AI is revolutionizing AI product management, demanding that product managers master new best practices to meet the rapidly evolving market demands.

(www.deeplearning.ai)

AI AI Product Management Generative AI Product Development

RAM Data Remanence Times: Significant Differences Between DDR4 and DDR5

2024-12-15

3mdeb conducted research testing data remanence times in different RAM types (DDR4 and DDR5). Results showed DDR5 data vanishes almost instantly after power loss, while DDR4 data persists for significantly longer, up to two minutes. This highlights critical differences in data security between RAM types. A custom UEFI application was used, writing and comparing memory patterns while accounting for temperature and humidity. This research is significant for understanding memory data security and designing more secure systems.

(blog.3mdeb.com)

Hardware RAM data remanence

Perplexity Overtakes Google as the Top Search Engine

2024-12-16

A veteran tech columnist recounts the evolution of search engines, from early pioneers like AltaVista to Google's dominance, and now the rise of AI-powered search. The article argues that Google's over-reliance on ads has degraded search quality, while Perplexity, with its AI-driven approach, provision of source links, and focus on user experience, has emerged as a superior alternative. While acknowledging the imperfections of AI answers, the author highlights Perplexity's verifiable sources as a key differentiator, delivering more accurate and reliable search results. Google's future is uncertain, and its ability to regain its former glory remains to be seen.

(www.theregister.com)

AI AI search engine

Unspoken Rules of Terminal Programs: A 20-Year Retrospective

2024-12-12

This article summarizes the author's 20 years of experience with terminal programs, distilling common, albeit unofficial, 'rules' of behavior. These rules cover program responses to Ctrl-C, Ctrl-D, and the 'q' key, color usage, readline keybinding support, and pipe output. The author notes that while not mandatory standards, understanding these rules helps predict terminal program behavior and reduces the learning curve. The article uses examples to analyze the applicability and exceptions to these rules, emphasizing the importance of distinguishing between a program's own responsibility and default OS behavior.

(jvns.ca)

Development terminal programs command line programming tips

Mysterious Tablet with Unknown Script Unearthed in Georgia

2024-12-14

A basalt tablet inscribed with an enigmatic language has been discovered near Lake Bashplemi in Georgia's Dmanisi region. The 24.1 x 20.1 cm tablet, featuring 60 characters (39 unique), has baffled researchers. Its symbols, possibly related to military spoils, construction, or religious offerings, bear partial resemblance to scripts from the Middle East, India, Egypt, and West Iberia, yet are distinct. Dating potentially to the Late Bronze or Early Iron Ages, the tablet adds a layer of complexity to the cultural history of the Caucasus, hinting at possible ancient cultural exchange between diverse regions.

(archaeologymag.com)

Misc unknown script

Kubernetes Spec v1.32 Released: Comprehensive Resource Reference Guide

2024-12-12

kubespec.dev has released a reference guide and documentation for Kubernetes Spec v1.32, providing comprehensive documentation for all built-in resources, properties, types, and examples. The guide covers workloads, cluster, networking, configuration, storage, administration, and access control, enabling users to quickly find and understand Kubernetes functionalities. The project is open-source and accepts contributions.

(kubespec.dev)

Development Documentation

Astonishing Patterns of Prime Numbers in Polar Coordinates

2024-12-16

This article explores the phenomenon of prime numbers plotted on polar coordinates exhibiting spiral or linear patterns. The author uses Python code, employing SymPy to generate prime numbers and Matplotlib for visualization. Results show that as the number of primes increases, the pattern transitions from spirals to straight lines. This isn't unique to primes; it's related to rational approximations of $2pi$. The article explains the underlying mathematics and explores the connection between prime distribution and pattern sparsity.

(jaketae.github.io)

Misc polar coordinates

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