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Negotiating with Infringers: A Better Option for Creative Professionals

2024-12-16

When a creative professional's copyright is infringed, litigation isn't the only option. This article's author, a lawyer, suggests considering negotiation with the infringer. Negotiation is quicker and cheaper than litigation and may yield benefits beyond monetary compensation, such as promotion and collaboration opportunities. The author points out that most infringements are not malicious but due to negligence. Through negotiation, adversaries can be transformed into collaborators, leading to long-term success. Of course, if negotiations fail, litigation remains a last resort.

(www.thelegalartist.com)

Startup intellectual property copyright infringement negotiation

Rust's Vec::drain: Leveraging Drop for Safety

2024-12-16

This article delves into Rust's Vec::drain method and its Drop implementation, showcasing how ownership prevents subtle bugs—memory-related and otherwise. Vec::drain optimizes performance by maintaining a mutable reference to the original vector and only reading/updating the original storage. The key lies in the Drain struct's Drop implementation, which uses a DropGuard to ensure that even if the iterator is dropped prematurely, remaining elements are safely moved back into the original vector, guaranteeing memory safety. The article thoroughly explains the implementation details of Drain and DropGuard, addressing special cases like zero-sized types and pointer provenance.

(v5.chriskrycho.com)

Development

Recursion Pharmaceuticals Ditches Cell Painting for Brightfield Imaging

2024-12-15

Recursion Pharmaceuticals, a biotech leveraging machine learning for drug discovery, recently announced a surprising shift: abandoning its signature cell painting technique in favor of traditional brightfield imaging. This article delves into the reasons behind this change. Advances in deep learning allow models to effectively process raw images, diminishing the value of cell painting's fluorescent dyes for contrast enhancement. Brightfield imaging offers advantages in cost, ease of implementation, and compatibility with live-cell time-lapse microscopy, opening up possibilities for studying cellular dynamics. Despite the seemingly risky move, internal testing at Recursion shows brightfield imaging yielding comparable or even superior results in predicting drug perturbations.

(www.owlposting.com)

Tech cell imaging drug development

Frankfurt Silver Amulet Rewrites Early Christian History

2024-12-18

Archaeologists unearthed a groundbreaking artifact in a 3rd-century Roman grave near Frankfurt, Germany: a silver amulet, the "Frankfurt Silver Inscription." Dating back to 230-270 CE, this amulet predates previously known Christian artifacts in the region by almost 50 years. Its inscription, deciphered using advanced technology, contains exclusively Christian content, including invocations to Jesus Christ and biblical quotations. This discovery significantly pushes back the timeline of Christianity's presence north of the Alps, shedding light on its early spread and influence in Roman Germania. The find has major implications for archaeology, theology, and Roman history.

(archaeologymag.com)

Misc Christianity Archaeological Discovery Roman Empire

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

A New Paradigm for AI Interaction: Models as Computers

2024-12-15

This article explores the future of AI interaction, proposing a new paradigm: treating large language models (LLMs) as 'computer applications' instead of 'people'. The author argues that the current anthropomorphic approach is inefficient and limits the potential of LLMs. He suggests that LLMs should generate graphical interfaces, not just text conversations, to improve efficiency and discoverability, allowing users direct manipulation like with typical applications. This 'model-as-computer' paradigm will transform human-computer interaction and lead to novel experiences, such as dynamically generating interfaces tailored to user needs, potentially even replacing operating systems. The article cites existing technological prototypes and looks towards future developments.

(willwhitney.com)

AI AI interaction Human-Computer Interaction

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

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

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

TeaVM 0.11.0 Released: New WebAssembly Backend

2024-12-15

TeaVM 0.11.0 has been released, featuring a brand new WebAssembly backend. The old WebAssembly backend, while functional, lacked adoption due to insignificant performance gains and a poor developer experience. The new backend, leveraging the WebAssembly GC proposal, addresses these issues, improving interaction with browser JS APIs and reducing binary file size. While currently slightly less feature-rich than the JS backend, it already supports JSO (Java-to-JS interaction API), aiming for parity in the next release. This release also includes bug fixes in BitSet implementation and adds support for various JS APIs, such as file reading, touch events, the Popover API, and Navigator.sendBeacon.

(teavm.org)

Development

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

Demonic Possession Predicted the Fall of the Carolingian Empire

2024-12-13

In the early 9th century, a Frankish courtier recorded a tale of demonic possession. The demon, Wiggo, confessed to destroying crops, livestock, and spreading plagues, blaming the Franks' sins and their rulers' many crimes. Wiggo described rampant greed, mutual suspicion among rulers, and lack of piety. This story mirrored the crisis of the Carolingian Empire: internal strife, economic instability, and famine. The courtier, Einhard, used this tale to subtly criticize the rulers' corruption and foreshadow the empire's decline.

(www.smithsonianmag.com)

History Carolingian Empire Demonic Possession Medieval Europe

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

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

America's Healthcare System: A Total Breakdown, Beyond Insurance Companies

2024-12-14

The American healthcare system is broken, and the problem extends far beyond insurance companies. An oncologist argues that pharmaceutical firms, PBMs (pharmacy benefit managers), the FDA, CMS, hospitals, and doctors all share responsibility. Pharmaceutical companies push unproven drugs, PBMs profit excessively, regulators are lax, hospitals charge exorbitant fees and engage in predatory practices, and doctors order unnecessary tests and treatments. While insurance companies are frustrating, they are a scapegoat for a larger systemic issue. The author calls for sweeping reforms of the FDA and CMS to end corporate capture of regulatory agencies, addressing the high costs and inefficiency of the US healthcare system. The recent assassination of an insurance CEO highlights public frustration with the system.

(www.sensible-med.com)

Misc healthcare reform healthcare costs US healthcare

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

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

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