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nCompass: Revolutionizing AI Inference Cost

2024-12-16

nCompass Technologies has developed innovative AI inference serving software that reduces the cost of serving AI models at scale by up to 50%. By utilizing custom AI inference software and a hardware-aware request scheduler with Kubernetes autoscaling, nCompass maintains high-quality service on fewer GPUs, resulting in up to a 4x improvement in response time and significantly reduced GPU infrastructure costs. Users access open-source models via API with no rate limits and receive a $100 signup credit. On-premises solutions are also available for businesses demanding cost-effectiveness and responsiveness.

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(www.ncompass.tech)
AI AI inference cost optimization

M87 Supermassive Black Hole Emits Astonishing Gamma-Ray Flare

2024-12-16
M87 Supermassive Black Hole Emits Astonishing Gamma-Ray Flare

In 2019, the Event Horizon Telescope captured the first-ever image of a supermassive black hole at the center of galaxy M87. Now, an international team, including researchers from UCLA, has observed a teraelectronvolt gamma-ray flare from this black hole, tens of millions of times larger than its event horizon. This rare, decade-defining flare provides crucial insights into particle acceleration near black holes and could help solve the mystery of cosmic ray origins. UCLA played a significant role in the construction and data analysis of the VERITAS telescope, instrumental in detecting this event.

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(newsroom.ucla.edu)
Tech black hole gamma-ray flare cosmic rays

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.

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(simonwillison.net)
AI Image Generation

Muscle Atrophy as We Climb the Kardashev Scale

2024-12-16

As humanity ascends the Kardashev Scale, a paradox emerges: increased energy access correlates with decreased physical labor. The author outlines three biomechanical stages: pre-industrial, where physical exertion was essential; industrial-modern, where machines reduced manual labor; and post-biological, where humans might remotely control robots via brain-computer interfaces, rendering physical bodies obsolete. This raises questions about the future of humanity's physical form and the complex relationship between technological advancement and human evolution.

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(solmaz.io)
Misc Kardashev Scale Biomechanics Future of Humanity

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.

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(lwn.net)
Development

AI Unlocks the Paint Chemistry of Berlin Wall Murals

2024-12-16
AI Unlocks the Paint Chemistry of Berlin Wall Murals

Italian scientists used a neural network to analyze spectral data from handheld Raman spectroscopy devices, revealing the paint chemistry secrets of Berlin Wall murals. This research not only sheds light on the materials and techniques used in these historically significant artworks but also provides new technological approaches for preserving street art. By analyzing paint chips from wall fragments and combining Raman spectroscopy, X-ray fluorescence spectroscopy, and optical fiber reflectance spectroscopy, along with a custom-built AI algorithm called SAPNet, researchers precisely identified the pigment composition, including titanium white and up to 75 percent other pigments. This breakthrough demonstrates the significant potential of AI in cultural heritage preservation.

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(arstechnica.com)
AI Cultural Heritage Preservation Raman Spectroscopy

Ada Lovelace's Program: A Legacy of Computing

2024-12-16
Ada Lovelace's Program: A Legacy of Computing

This article delves into Ada Lovelace's program for Babbage's Analytical Engine, designed to calculate Bernoulli numbers. It explains the mathematical background of Bernoulli numbers and the mechanics of Babbage's Analytical Engine. While never executed, Lovelace's program, with its rigorous approach, loops, and variable tracking, is considered the world's first complex program, foreshadowing many aspects of modern programming. The article analyzes bugs found within the program and discusses Lovelace's place in computing history, highlighting her contributions extending beyond mere calculation; she foresaw the computer's vast potential, surpassing her contemporaries.

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(twobithistory.org)
AI Ada Lovelace Babbage Analytical Engine Bernoulli Numbers

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!

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(unworld.neocities.org)
Misc weather forecast Springfield weekend weather

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

2024-12-16
Google DeepMind Unveils Veo 2: A Breakthrough in AI Video Generation

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.

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(deepmind.google)
AI AI video generation deep learning

Rust-based SQLite Rewrite Achieves 100x Tail Latency Reduction

2024-12-16

Researchers from the University of Helsinki and Cambridge have rewritten SQLite in Rust, creating Limbo, a project leveraging asynchronous I/O and io_uring to drastically improve performance. By utilizing asynchronous I/O and storage disaggregation, Limbo achieves up to a 100x reduction in tail latency, particularly beneficial in multi-tenant serverless environments. The key improvement comes from replacing synchronous bytecode instructions with asynchronous counterparts, eliminating blocking and enhancing concurrency. While improvements are most pronounced at high percentiles, this makes Limbo ideal for applications demanding high reliability.

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(avi.im)
Development Asynchronous I/O

Converge Hiring Senior Full-Stack Engineer: Build a Million-Dollar Marketing Measurement Platform

2024-12-16
Converge Hiring Senior Full-Stack Engineer: Build a Million-Dollar Marketing Measurement Platform

Converge, a Y Combinator-backed company with over $1M in ARR, is hiring a senior full-stack engineer. The small team (only 4 people) serves 180+ customers, processing billions of dollars in annual sales and billions of events per month. You'll build a unified marketing measurement stack, including customer data collection, identity resolution, and marketing attribution, with direct customer interaction and significant ownership. The company values action-orientedness, continuous learning, positive attitudes, and simplicity. Requires extensive full-stack experience, proficiency in React and backend development, and knowledge of production software deployment and scaling.

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(www.ycombinator.com)
Development Full-Stack Engineer Marketing Measurement

Perplexity Overtakes Google as the Top Search Engine

2024-12-16
Perplexity Overtakes Google as the Top Search Engine

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.

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(www.theregister.com)
AI AI search engine

Shape-Shifting Antenna Takes Inspiration From 'The Expanse'

2024-12-16
Shape-Shifting Antenna Takes Inspiration From 'The Expanse'

Researchers at the Johns Hopkins Applied Physics Laboratory have developed a novel shape-shifting antenna inspired by the science fiction series, 'The Expanse'. Using 3D-printed shape-memory alloy, the antenna dynamically adapts its shape through heating and cooling to meet various communication needs. Effectively operating from 4-11 GHz, this innovative design holds promise for 6G wireless communication, addressing the challenge of requiring multiple antennas for multi-band operation. While slower than alternative technologies, it offers advantages in power efficiency and frequency range, especially in systems needing to integrate diverse antenna types for optimal performance.

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(spectrum.ieee.org)
Tech shape-shifting antenna 6G communication

Xiaomi Home Assistant Integration Component Officially Launched

2024-12-16
Xiaomi Home Assistant Integration Component Officially Launched

Xiaomi officially released the Xiaomi Home Assistant integration component, enabling users to integrate their Xiaomi IoT smart devices into Home Assistant. The component supports various installation methods, including Git clone, HACS, and manual installation. Users need to log in with their Xiaomi account; multiple accounts and region selection are supported. The component supports most Xiaomi smart home devices but currently excludes Bluetooth, infrared, and virtual devices. Control methods include cloud control and local control (requiring a Xiaomi central gateway or devices with built-in gateway functionality). It maps MIoT-Spec-V2 to Home Assistant entities. The component also supports multiple languages and a debug mode, prioritizing user privacy and security, but requires careful storage of configuration files.

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(github.com)
Development Xiaomi Smart Home IoT Integration

Million-Dollar Prize for Open-Source AI Coding Competition

2024-12-16

Andy Konwinski launched the K Prize, a $1 million competition to advance open-source AI coding capabilities. The competition uses a revamped version of the SWE-bench benchmark, eliminating test set contamination for a more accurate assessment of AI models' real-world coding skills. Inspired by the Netflix Prize, Konwinski believes the competition will spur AI research and attract top talent globally.

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(andykonwinski.com)
AI AI competition open-source

Coder's Million-Dollar Mistake: A Bug with a Dramatic Twist

2024-12-16
Coder's Million-Dollar Mistake: A Bug with a Dramatic Twist

Trey, a programmer working for a 3G telecom startup, wrote an automated payment testing program intended for small test transactions. Three bugs in the code, however, caused the program to credit his test account with $100 every five minutes. A lack of liveness check meant that when one gateway failed, the program continued running for hours, accumulating a substantial sum. The next morning, Trey faced questioning from the security team until his department head explained the situation, but the test account balance was reset to zero.

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(www.theregister.com)
Development programmer error automated payments

Modelica Association: Efficiently Modeling Complex Systems

2024-12-16

The Modelica Association promotes the Modelica language and its associated tools. Modelica is an object-oriented language for modeling and simulating complex cyber-physical systems, particularly adept at acausal modeling of reusable components governed by mathematical equations. The association provides language specifications, tools, libraries, and community support to enable users to efficiently model systems.

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(modelica.org)
Development system modeling object-oriented

Why Finding High-Quality Products Is So Difficult

2024-12-16

This article explores the pervasive challenge of finding high-quality products and services in the market. The author argues that markets aren't perfectly efficient, with inefficiencies in companies and products persisting for years. Consumers struggle to discern product quality, often swayed by marketing. Even expert advice proves unreliable. Businesses, prioritizing efficiency, outsource or buy off-the-shelf solutions, but these often lack quality and may have fundamental flaws. The author uses personal anecdotes and case studies to illustrate information asymmetry and trust deficits within and between companies, hindering the production and sale of high-quality goods. The conclusion highlights that building quality isn't easy, but reliable service often necessitates in-house development—a significant hurdle for smaller companies.

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(danluu.com)
Tech product quality market efficiency information asymmetry

2025 TV Market: Lower Prices, More Ads, and an OS War

2024-12-16
2025 TV Market: Lower Prices, More Ads, and an OS War

The 2025 TV market will see significant changes: Walmart's acquisition of Vizio transforms TVs into tools for giant retailers' ad businesses, potentially lowering prices but increasing ad volume. Competition between TV operating systems (OSes) will intensify, with companies like Roku facing acquisition risks. Consumer data becomes crucial, requiring users to balance privacy concerns with cost savings. While hardware innovation slows, price wars and OS competition may benefit consumers.

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(arstechnica.com)
Tech TV market advertising operating systems

AI and Sensor Networks Challenge Submarine Stealth

2024-12-16
AI and Sensor Networks Challenge Submarine Stealth

The ability of submarines to remain undetected is facing a significant challenge due to rapid advancements in artificial intelligence, drones, and sensor networks. This article explores the AUKUS agreement between the US, UK, and Australia to build nuclear submarines and the modernization of China's naval submarine capabilities. Advanced sensor networks and AI algorithms can detect subtle traces of submarine activity, weakening the effectiveness of traditional submarine stealth technology. The article analyzes strategies to counter this challenge, including using noise to disrupt AI systems, deploying unmanned underwater vehicles, and employing strategic maneuvers. However, the AUKUS agreement also faces challenges such as high costs, uranium shortages, and the rapid development of China's submarine capabilities, making its future uncertain.

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(spectrum.ieee.org)
Tech submarine stealth sensor networks

NVIDIA Meshtron: High-Fidelity 3D Mesh Generation at Scale

2024-12-16
NVIDIA Meshtron: High-Fidelity 3D Mesh Generation at Scale

NVIDIA researchers have developed Meshtron, a novel model capable of generating high-quality 3D meshes at unprecedented scale and fidelity. Employing an autoregressive architecture and sliding window attention, Meshtron represents meshes as a sequence of tokens and utilizes an Hourglass Transformer architecture to efficiently address the scalability and efficiency challenges of existing methods in generating complex 3D models. Generating meshes with artist-like detail, Meshtron offers strong controllability with inputs such as point clouds, face count, and creativity level, paving the way for more realistic 3D asset generation in animation, gaming, and virtual environments.

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(developer.nvidia.com)
AI

Minimalist NAS: frood, an Alpine initramfs System

2024-12-16
Minimalist NAS: frood, an Alpine initramfs System

The author introduces frood, a NAS system built as a single, large initramfs image containing a complete Alpine Linux system. This design results in fast boot times and reduced wear on storage devices. Configuration is straightforward; files reside directly in the image, eliminating complex DSLs or configuration tools. The system state is tracked with Git, and each boot is effectively a fresh start, preventing configuration clutter. The article details the system's build process, including the use of the alpine-make-rootfs script, installation of essential packages, and writing startup scripts. QEMU testing and the system image update procedure are also described. In essence, frood is a lightweight, easily maintainable, and deployable NAS system whose simple design philosophy is worth emulating.

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(words.filippo.io)
Development

HTTP/3's Current State: Challenges and Opportunities on the Path to Adoption

2024-12-16
HTTP/3's Current State: Challenges and Opportunities on the Path to Adoption

The HTTP/3 specifications are complete but await final publication. Server-side support is surprisingly high, particularly among top websites. Major players like Cloudflare have enabled HTTP/3, and browsers widely support it. However, client-side support, such as in curl, remains incomplete, largely due to the lagging development of QUIC-enabled TLS libraries. OpenSSL's QUIC support has been delayed, while alternatives like BoringSSL and quictls have limitations. While HTTP/3 promises speed improvements, real-world benefits depend on network conditions. Widespread adoption hinges on specification release and mature TLS libraries.

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(daniel.haxx.se)
Development

Study: Video Games May Boost Kids' IQ

2024-12-16
Study: Video Games May Boost Kids' IQ

A study of nearly 10,000 US children aged 9-10 revealed that kids who spent more time playing video games scored higher on IQ tests. Researchers controlled for genetics and socioeconomic background, finding that increased gaming correlated with better scores in reading comprehension, visual-spatial processing, and cognitive tasks, resulting in a 2.5-point IQ boost on average. While the study focused on US children and didn't differentiate game types, it offers valuable insights, challenging the long-held belief that gaming harms children. Further research is needed to establish causality and explore other contributing factors.

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(www.sciencealert.com)
AI video games children's IQ cognitive abilities

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

2024-12-16
Rust's Vec::drain: Leveraging Drop for Safety

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.

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(v5.chriskrycho.com)
Development

Multiple Vulnerabilities in Qualcomm DSP Driver Raise Security Concerns

2024-12-16

Google's Project Zero team discovered six vulnerabilities in a Qualcomm DSP driver, one of which was exploited in the wild. Analysis of kernel panic logs provided by Amnesty International, without access to the exploit sample itself, revealed the flaws. A code review uncovered multiple memory corruption vulnerabilities, including use-after-free and refcount leaks. The attacker likely leveraged these vulnerabilities with inotify_event_info object heap spraying to achieve code execution. This highlights the critical need for improved security in Android's third-party drivers.

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(googleprojectzero.blogspot.com)
Tech Qualcomm DSP driver vulnerabilities

GNU Make's New --shuffle Mode: Uncovering Hidden Bugs in Parallel Builds

2024-12-16

For eleven years, elusive bugs plagued parallel builds in GNU Make. Inspired by this, a new `--shuffle` mode was developed to randomly reorder Makefile targets, simulating non-deterministic build order. This effectively revealed hidden bugs in over 30 packages, including gcc, vim, and ghc. Now part of GNU Make 4.4, this mode is accessible via `make --shuffle` or the `GNUMAKEFLAGS=--shuffle` environment variable. This powerful feature helps developers identify and resolve parallel build issues, highlighting the continuous improvement of software development tools.

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(trofi.github.io)
Development parallel build bug fixing

Google's New Load Balancer, PReQuaL: Beyond CPU Load Balancing

2024-12-16

Google Research presented PReQuaL (Probing to Reduce Queuing and Latency), a novel load balancer, at NSDI 2024. Unlike traditional CPU load balancing, PReQuaL actively probes server latency and active requests to select servers, dramatically reducing tail latency, error rates, and resource consumption in systems like YouTube. Deployed in YouTube for over a year, PReQuaL has significantly improved system utilization. This innovative approach challenges conventional wisdom and offers a new paradigm for high-performance distributed systems.

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(www.usenix.org)
Development load balancing

Popeye, Tintin, and Literary Classics Enter the Public Domain

2024-12-16
Popeye, Tintin, and Literary Classics Enter the Public Domain

In 2025, iconic comic characters Popeye and Tintin, along with numerous novels by literary giants like Faulkner and Hemingway, will enter the US public domain. This means these works can be freely used and adapted without permission or payment to copyright holders. The list includes Faulkner's 'The Sound and the Fury' and Hemingway's 'A Farewell to Arms,' among others whose copyrights expired after 95 years. Early Mickey Mouse cartoons also join the public domain, including those where Mickey speaks for the first time. This expansion of public domain works offers creators a wealth of material and invigorates cultural preservation.

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(apnews.com)
Misc public domain cultural heritage
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