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Rerun 0.21 Update: Graph View, Drag & Drop, and Undo

2024-12-20

Rerun 0.21 introduces a highly anticipated Graph view, along with drag-and-drop functionality and undo capabilities. The new view, built using GraphNodes and GraphEdges archetypes, visualizes various graph structures like ROS graphs and semantic scene graphs. This release also implements time-travel-based undo and features a new force-based graph layout engine, Fjädra, significantly enhancing user experience.

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(rerun.io)
Development Graph View

Google Search: Quality Decline Sparks User Frustration

2024-12-18

SEO expert Elie Berreby highlights a significant decline in Google Search quality, leading to widespread user dissatisfaction. Analyzing user feedback from non-official channels like YouTube comments, he reveals complaints about deteriorating search results, excessive advertising, and AI overviews stealing content. Google's strategy seems to prioritize monetization over user experience, potentially driving users towards alternative search engines. The article serves as a warning to Google, suggesting dire consequences if improvements aren't made.

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(semking.com)
1
AI Google Search Search Engine Quality AI Content Theft

Rivet: Run and Scale Realtime Applications with Actors

2024-12-21

Rivet is a platform for building and scaling real-time applications using the Actor model. It features built-in RPC, state, and events, simplifying modern application development. Rivet boasts automatic scaling, edge network deployment, and includes built-in monitoring and data localization capabilities. Powered by Rust, FoundationDB, V8 isolates, and the Deno runtime, it ensures performance and efficiency. Rivet is suitable for collaborative applications, local-first apps, AI agents, game servers, and more.

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(github.com)
Development Actor Model Real-time Applications Cloud Platform

Electric Car Batteries Outlast Expectations, Potentially Lasting 20+ Years

2024-12-24

Studies of thousands of electric vehicles reveal that EV batteries are lasting far longer than anticipated, potentially exceeding 20 years. Contrary to the common belief that EV batteries require expensive replacements after a few years, research shows they can retain 87% of their original capacity even after 300,000 kilometers. This is largely attributed to less frequent charging and improvements in battery management systems. While rapid charging and hot climates accelerate battery degradation, the overall trend is positive, with some models showing an annual degradation rate of just 1.8%. This could significantly disrupt the automotive industry, as EVs offer lower maintenance costs and longer lifespans, potentially revolutionizing the traditional 15-year car lifespan.

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(www.wired.com)
Tech electric vehicles battery lifespan battery management systems

Study: Critics, Not Fans, Perpetuate the 'Sophomore Slump' Myth

2024-12-23

A new study challenges the common belief that bands' second albums are inherently worse than their debuts. Researchers analyzed thousands of album ratings from both professional critics and fans, finding that critics, not fans, consistently gave lower scores to second albums. This suggests a bias among critics, potentially driven by social conformity and the pre-existing notion of a 'sophomore slump,' rather than an objective decline in musical quality.

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(phys.org)
Misc music criticism album quality

EU Orders Apple to Enhance iPhone Interoperability

2024-12-22

The European Commission, based on preliminary findings under the Digital Markets Act (DMA), has ordered Apple to take steps to ensure interoperability between its iPhones and devices from other brands. This aims to foster competition and prevent Apple from leveraging its dominant position with iOS to restrict compatibility with third-party products like smartwatches, headphones, and VR headsets. Apple counters that this could compromise user privacy and innovation. The Commission is expected to issue a final decision around March 2025.

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(www.euronews.com)
Tech EU

cURL and libcurl Drop Hyper Support

2024-12-22

After a four-year experiment, the cURL project has announced it's abandoning the use of the Rust-based Hyper library as an HTTP backend. Despite Hyper's memory safety advantages and support from Let's Encrypt, lack of user demand and developer involvement led to its termination. The cURL team cited the high cost of maintaining the Hyper code and a focus on improving and maintaining the existing codebase. While the experiment failed, cURL gained valuable experience and improved its HTTP handling capabilities.

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(daniel.haxx.se)
Development

Historic Dwingeloo Radio Telescope Receives Signals from Voyager 1

2024-12-19

The historic Dwingeloo radio telescope in the Netherlands, a national monument built in 1956, has successfully received faint signals from Voyager 1, nearly 25 billion kilometers from Earth. Despite the telescope's design frequency not matching Voyager 1's 8.4 GHz telemetry, researchers overcame this by mounting a new antenna and correcting for the Doppler shift. This achievement showcases the ingenuity of adapting older technology for remarkable feats and highlights humanity's enduring quest for space exploration.

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(www.camras.nl)
Tech Voyager 1 radio telescope

Meta's Massive Java-to-Kotlin Translation: Conquering Millions of Lines of Code

2024-12-22

Meta has undertaken a multi-year effort to translate its massive Android codebase from Java to Kotlin. This post details how Meta built the Kotlinator, an automation tool, to overcome challenges like slow build speeds and insufficient linters, successfully converting over half of its code. The Kotlinator comprises several phases: preprocessing, headless J2K conversion, postprocessing, and error fixing. Meta also collaborated with JetBrains to improve J2K and open-sourced parts of the process to foster community collaboration. The article highlights null safety handling and various code issues encountered and resolved during the conversion.

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(engineering.fb.com)
Development code migration

AI Boxing Judge: A Technological Revolution in the Ring?

2024-12-22

An AI judge will make its debut at the heavyweight rematch between Oleksandr Usyk and Tyson Fury. While not impacting the official result, this experiment represents boxing's foray into artificial intelligence. Some view it as progress, others worry it threatens the sport's traditions. The AI will score each round, providing objective data, but concerns remain about its impartiality and vulnerability to manipulation, raising questions about control and potential match-fixing. The experiment will ultimately showcase AI's potential in boxing and its impact on the sport's future.

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(www.boxingscene.com)
AI boxing

German Regulator Orders Sam Altman's Worldcoin to Delete Biometric Data

2024-12-22

Germany's Bavarian State Office for Data Protection Supervision (BayLDA) has ordered World, a biometric identification project co-founded by Sam Altman, to delete user data. The BayLDA found World's data collection practices violated the EU's General Data Protection Regulation (GDPR), citing significant data protection risks. World uses a device called an 'Orb' to scan irises and faces for identification. The company has appealed the decision, seeking clarification on whether its privacy-enhancing technologies meet the EU's definition of anonymization.

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(www.euronews.com)
Tech

The Untold Toll: How Many Birds Die Hitting Buildings?

2024-12-21

A recent study reveals a shocking truth: we drastically underestimate the number of birds killed by colliding with buildings. Previous research relied on finding carcasses, but many birds don't die instantly, succumbing days or weeks later. By combining carcass data with rehabilitation center records, researchers estimate over a billion birds die annually in the US from building collisions. This highlights the challenges of accurately assessing bird mortality and the need for improved data collection and analysis to better protect avian populations.

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(robertvanwey.substack.com)
Misc bird conservation building collisions

Rules to Avoid Common Extended Inline Assembly Mistakes

2024-12-21

This article isn't an inline assembly tutorial, but rather a summary of six rules to avoid common mistakes. The author emphasizes that inline assembly is treacherous and should be avoided whenever possible, as modern compilers offer intrinsics and built-ins for most use cases. If unavoidable, the rules are: use the `volatile` qualifier; use a `memory` clobber if accessing memory; never modify input constraints; never call functions from inline assembly; don't define absolute assembly labels; and use the assembler's local label feature to avoid label conflicts. The article concludes by encouraging readers to practice applying these rules by reviewing online tutorials and even LLM-generated code.

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(nullprogram.com)
Development inline assembly compiler

Netventory: A Fast, Single-Binary Network Scanner

2024-12-22

Netventory is a cross-platform network scanning tool distributed as a single binary, requiring no dependencies and running on Linux, Mac, and Windows. Its sleek terminal interface and powerful features make it accessible to network administrators, security professionals, and anyone needing quick network visibility. Netventory boasts multiple detection methods (TCP, UDP, ARP), port scanning, MAC address resolution, and hostname resolution, with real-time progress tracking and detailed device information. Simple commands enable network auditing, security assessments, and network management tasks.

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(github.com)
Tech network scanning single binary

Looking Backward: A Utopian Novel Reflecting American Social Contradictions

2024-12-21

Edward Bellamy's 1888 bestseller, *Looking Backward, 2000-1887*, depicted a utopian America in the year 2000, free from poverty and social unrest. The protagonist time-travels to experience this society where the state controls resources and equality reigns. However, the novel is not merely idealistic; it reflects the stark inequalities, worker exploitation, and political corruption of late 19th-century America. Bellamy offered a solution to these problems, albeit one that appears naive and utopian today. Despite its dated aspects, the novel's exploration of social conflict and the pursuit of justice remains relevant.

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(www.laphamsquarterly.org)
Misc Utopia Social Inequality American History

AI Makes Strides in Mathematics: OpenAI's o3 Model Achieves Remarkable Score on FrontierMath Dataset

2024-12-23

OpenAI's new language model, o3, achieved a 25% accuracy rate on the FrontierMath dataset, sparking a debate within the mathematics community about AI's mathematical capabilities. FrontierMath is a secret dataset containing hundreds of complex mathematical problems that require calculating specific numerical values rather than simply proving theorems. o3's performance is surprising, as it surpasses the previous limitations of AI, which could only solve problems at the level of math olympiads or undergraduate studies. While the dataset's difficulty and sample representativeness remain debated, this achievement marks significant progress for AI in mathematics, prompting reflections on AI's future development and the direction of mathematical research.

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(xenaproject.wordpress.com)
AI

Bloom Filters: The Secret to Making SQLite 10x Faster

2024-12-22

Researchers cleverly used Bloom filters to make SQLite analytical queries 10x faster. They discovered that SQLite's nested loop joins were inefficient, with much time spent on B-tree probes. By using a Bloom filter before the join operation to quickly filter out rows unlikely to match, and then performing B-tree probes only on potential matches, the number of probes was significantly reduced. Bloom filters have minimal memory overhead and were easy to integrate into SQLite's existing query engine, resulting in a significant performance boost. This improvement has been integrated into SQLite v3.38.0.

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(avi.im)
Development Bloom filters Database optimization

ByteDance Open-Sources Monolith, its Recommendation System Framework

2024-12-20

ByteDance has open-sourced Monolith, a deep learning framework for large-scale recommendation modeling. Built on TensorFlow, it supports batch and real-time training and serving. Key features include collisionless embedding tables ensuring unique representation for different ID features, and real-time training for capturing the latest trends and helping users discover new interests. Tutorials and demos are provided to facilitate usage.

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(github.com)
AI Recommendation System

Major Math Error Corrected in Black Plastic Study; Authors Say It Doesn't Matter

2024-12-20

A study reporting toxic flame retardants from electronics in black plastic household products, including kitchen utensils, contained a significant mathematical error. The initial findings suggested exposure levels were near the safety limit, causing public alarm and prompting articles advising people to discard their kitchenware. A correction revealed the actual exposure is far below the safe limit. While the overall conclusion—that flame retardants significantly contaminate plastic products—remains, the study also found contamination is uncommon, affecting only a minority of products.

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(arstechnica.com)
Tech flame retardant black plastic math error correction

SignWith: Pay-per-use E-signature Solution for Small Businesses

2024-12-21

SignWith is a pay-per-use e-signature service designed for small businesses and freelancers, offering a compelling alternative to expensive monthly subscription models like DocuSign. It eliminates hidden fees and complex processes, allowing users to pay only for documents that are actually signed. With mobile-friendly functionality and reliable customer support, SignWith simplifies document signing for businesses of all sizes, from occasional use to frequent workflows.

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(signwith.co)
Startup e-signature pay-per-use small business

MacKenzie Scott Donates $2 Billion to Charity

2024-12-22

MacKenzie Scott, ex-wife of Amazon founder Jeff Bezos, announced a $2,004,400,000 donation to 199 organizations. These organizations primarily focus on improving economic security and opportunity for vulnerable populations, including affordable housing, job stability, child development, higher education, healthcare, and financial counseling. A portion of the funds also supports human rights and natural resource conservation. Scott stated her desire to further economic mobility and unlock innovation and social benefit by investing in mission-aligned ventures.

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(yieldgiving.com)
Misc philanthropy economic aid social good

Yakari: Interactive Command Builder Simplifies Complex CLIs

2024-12-21

Yakari is an interactive command-building tool designed to simplify complex command-line interfaces. It guides users through command construction step-by-step, eliminating the need to memorize complex syntax. Supporting various argument types, Yakari offers contextual help and command history, significantly improving CLI usability. Users can build and execute commands with simple shortcuts, making even intricate commands accessible.

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(github.com)
Development interactive interface

How an AI Code Review Bot Learned to Shut Up

2024-12-21

Greptile's AI code review bot initially faced criticism for generating excessive comments. To address this, they experimented with prompt engineering and having the LLM evaluate its own comments, but these methods proved ineffective. Their breakthrough came from vectorizing past comments, clustering them in a vector database, and filtering out new comments similar to those previously downvoted. This approach boosted the developer address rate from 19% to over 55%, significantly reducing LLM noise.

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(www.greptile.com)
Development Code Review

Python Weekly Roundup: Markitdown Released, Conda Package Management Debate Heats Up

2024-12-20

This week's Python news includes the release of Microsoft's Markitdown (a tool for converting files to Markdown), PDFMathTranslate (a scientific paper translation tool), and docling (a document preparation tool). Additionally, PEP 768 proposes adding a safe external debugger interface to CPython for real-time debugging. A heated discussion erupted regarding the complexities of Conda package management, analyzing its issues such as version conflicts, virtual environment management, and interactions with pip and setuptools. Finally, Markdown usage sparked a debate highlighting compatibility problems due to differences between various Markdown parsers.

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(pyherald.com)
Development

Grayjay App: Follow Creators, Not Platforms

2024-12-20

Grayjay is a multi-platform video player that aggregates content from YouTube, PeerTube, Twitch, and more, eliminating the need to switch between different platforms. Prioritizing user privacy, it stores watch history locally and offers data import/export and auto-backup. Features include a personalized content feed, screen casting, and Harbor integration for connecting with audiences and monetizing content.

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(grayjay.app)
Development video player cross-platform

Stopping by Woods on a Snowy Evening: A Reflective Pause

2024-12-22

Robert Frost's "Stopping by Woods on a Snowy Evening" paints a serene and evocative winter scene. The speaker pauses by a snow-covered wood, contemplating the quiet beauty of the night. His horse seems puzzled by the unscheduled stop, mirroring the speaker's own internal conflict between the allure of the tranquil woods and the responsibilities that await. The poem's enduring appeal lies in its elegant imagery and profound reflection on life's commitments.

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(poets.org)
Misc poetry Robert Frost nature

The Future of Dashboard Design?

2024-12-23

This article explores the shortcomings of current dashboard design. The author points out that existing dashboards are often poorly designed and fail to effectively utilize the human visual system to process large amounts of information. The article reviews cognitive systems engineering research from the 80s and 90s on dashboard design, such as ecological interface design and visual momentum, and notes the current industry's lack of focus on improving dashboard design. The author calls for greater attention to dashboard design, to better integrate query functions and improve information processing efficiency.

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(surfingcomplexity.blog)
Development dashboard design observability user interface

Offline Reinforcement Learning Boosts Multi-Step Reasoning in LLMs

2024-12-23

Researchers introduce OREO, an offline reinforcement learning method designed to enhance the multi-step reasoning capabilities of large language models (LLMs). Building upon maximum entropy reinforcement learning, OREO jointly learns a policy model and value function by optimizing the soft Bellman equation. This addresses limitations of Direct Preference Optimization (DPO) in multi-step reasoning, specifically the need for extensive paired preference data and the challenge of effective credit assignment. Experiments demonstrate OREO's superiority over existing offline learning methods on benchmarks involving mathematical reasoning and embodied agent control.

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(arxiv.org)
AI Multi-step Reasoning

io_uring Gains New Process Creation Functionality

2024-12-20

LWN.net reports on the development of a new process creation feature for the io_uring subsystem. This functionality is implemented via two new io_uring operations: IORING_OP_CLONE, which creates a new process, and IORING_OP_EXEC, which performs an execveat() system call to load a new program. This promises increased efficiency and allows for more complex logic, such as path searching, to be executed asynchronously within the kernel. However, the feature is still in its early stages and has limitations, such as requiring synchronous execution of io_uring operations within the new process. Future development aims to increase flexibility and eventually merge the feature into the mainline Linux kernel.

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(lwn.net)
Development process creation Linux kernel
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