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CarPlay Ultra: Apple's Deep Integration with Automakers

2025-05-15
CarPlay Ultra: Apple's Deep Integration with Automakers

Apple unveiled CarPlay Ultra, the next generation of CarPlay, offering a deeply integrated experience between iPhone and the car for a smarter, safer drive. Launching first with Aston Martin vehicles, CarPlay Ultra will expand to other automakers including Hyundai, Kia, and Genesis. It features full-screen information across all displays, including the instrument cluster, and offers extensive customization options. Apple collaborated closely with automakers to create unique, brand-specific CarPlay Ultra interfaces, resulting in a more seamless and immersive in-car experience.

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(www.apple.com)
Tech in-car system

Internet-in-a-Box: Bringing Quality Education to Remote Areas

2025-04-27

Internet-in-a-Box is an innovative project aiming to provide high-quality educational resources to remote areas. It downloads content packs in various languages from online libraries like Kiwix, OER2Go, and Archive.org, including learning videos, radio episodes, and educational apps. Users can select resources tailored to their needs, such as learning videos from YouTube and Vimeo, and almost 40 powerful apps for teachers and students, optionally with a complete LMS like Kolibri, Moodle, Nextcloud, Sugarizer, or WordPress. This project significantly enhances access to educational resources in remote areas, bridging the digital divide.

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(internet-in-a-box.org)
Tech educational resources

Thriving in Obscurity: The Long Road to Creative Mastery

2025-06-02
Thriving in Obscurity: The Long Road to Creative Mastery

Most creative endeavors take years to bear fruit. Even the most successful creators spent years, if not decades, producing content in obscurity. The article uses the example of musician Mike Posner, whose early work went unnoticed until a single song unexpectedly became a hit. It encourages creators to persist, publishing even when there's no audience, building a 'binge bank' of content for future fans. The core message: keep doing what you love; eventually, the world will catch up.

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(www.jeetmehta.com)
Design persistence

Hydra: Postgres Performance Boosted 5X - User Testimonials

2025-05-09
Hydra: Postgres Performance Boosted 5X - User Testimonials

Hydra, an open-source Postgres-based database solution, is receiving rave reviews. Users report exceptional performance requiring no tuning for over a year, with data compression rates reaching 5X, significantly reducing storage costs. Its well-documented nature and highly engaged community, with quick responses from the team, make implementation and support seamless. Easy onboarding and reliable performance make Hydra an ideal choice for large-scale data analysis.

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(www.hydra.so)
Development

Datalog Engine in miniKanren and WebAssembly

2025-06-15

This article details a Datalog engine built using Scheme and the miniKanren library, running in the browser via WebAssembly. The engine implements core Datalog features: fact assertion, rule definition, and fixpoint iteration. The author thoroughly explains the implementation details of data structures, indexing mechanisms, and rule application, providing a graph traversal example. This project demonstrates the potential of functional and logical programming techniques for building efficient database systems, leveraging WebAssembly for cross-platform execution.

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(deosjr.github.io)
Development

An Eight-Year-Old Polyomino Tiling Algorithm: Backtracking Search with Heuristics

2025-03-15

This article details an algorithm for solving the polyomino tiling problem. The core idea is to transform the geometric problem into a graph theory problem and use a backtracking search algorithm with various heuristics. First, the algorithm preprocesses to calculate all possible placements, constructing a bipartite graph representing all possibilities. Then, a backtracking search algorithm finds a subset of placements satisfying the conditions, optimized by heuristics such as prioritizing constrained grid points and splitting the grid. The algorithm demonstrates good generality and robustness in handling arbitrary grid shapes and polyomino sets. The author also discusses limitations and future improvements, such as transforming the problem into a SAT problem for solution.

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(gfredericks.com)
Development backtracking search

Open Source PebbleOS Lives On: SiFli Chip Powers Core Time 2

2025-05-14
Open Source PebbleOS Lives On: SiFli Chip Powers Core Time 2

This post, the first in a series on building a smartwatch, details the selection of the SiFli SF32LB52J chip for the Core Time 2 smartwatch. The author recounts past experiences with the STM32F2 in original Pebble watches, highlighting the crucial considerations of software compatibility, power consumption, and cost when choosing a microcontroller unit (MCU). The SiFli chip ultimately won out due to its 512KB SRAM, 16MB PSRAM, low power consumption, and open-source SDK, breathing new life into the open-source PebbleOS ecosystem.

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(ericmigi.com)
Hardware chip selection

C Legend Kernighan: Rust is a 'Pain', Unlikely to Replace C

2025-08-31
C Legend Kernighan: Rust is a 'Pain', Unlikely to Replace C

At 83, Brian Kernighan, co-author of the seminal C programming language book, shared his candid thoughts on Rust. In a recent interview, he described his single Rust program experience as 'painful', citing difficulty understanding its memory safety mechanisms and slow compilation/execution speeds. He criticized the complexity of Rust's ecosystem, including 'crates and barrels'. While acknowledging potential bias from limited experience, he doubts Rust will replace C anytime soon. The interview also covered his perspectives on Linux distributions, HolyC, the current software landscape, and advice for aspiring programmers, emphasizing passion and pursuing engaging work.

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(thenewstack.io)
Development

OpenAI Bans Engineer for Building ChatGPT-Powered Sentry Gun

2025-01-09
OpenAI Bans Engineer for Building ChatGPT-Powered Sentry Gun

An engineer, STS 3D, created a robotic sentry gun controlled by OpenAI's ChatGPT API, sparking a heated debate about AI weaponization. The system, shown firing blanks in a viral video, prompted OpenAI to swiftly ban the engineer for violating its usage policies, which prohibit using its services to develop or deploy weapons. While OpenAI removed language restricting military applications last year, it maintains a ban on using its service to harm others. This incident highlights the potential dangers of AI and the need for stringent regulations on its use.

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(futurism.com)
AI robotic weapons

SmallPond: A Lightweight Data Processing Framework

2025-03-02
SmallPond: A Lightweight Data Processing Framework

SmallPond is a lightweight, high-performance data processing framework built on DuckDB and 3FS. It scales to handle petabyte-scale datasets without requiring long-running services and supports Python 3.8-3.12. Its simple API allows for easy data loading, processing, and saving. Benchmarked using GraySort on a cluster of 50 compute and 25 storage nodes running 3FS, SmallPond sorted 110.5 TiB of data in 30 minutes and 14 seconds, achieving an average throughput of 3.66 TiB/min.

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(github.com)
Development

Dot: Hiring its First Customer Success/Sales Engineer

2025-04-18
Dot: Hiring its First Customer Success/Sales Engineer

AI data analysis startup Dot is hiring its first Customer Success/Sales Engineer. This hybrid role encompasses the entire customer journey, from onboarding and support to pre-sales technical evaluations. You'll bridge the gap between product and user, collaborating closely with founders and engineering to maximize customer value. The ideal candidate possesses experience with data warehouses, BI tools, and SQL, along with strong technical troubleshooting, communication, and sales skills. This is a chance to join a small but impactful team, working directly with founders and making a significant contribution to data-driven teams.

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(www.ycombinator.com)
Startup AI data analysis Customer Success

PostgreSQL FTS: 50x Speedup with Simple Optimizations

2025-04-09
PostgreSQL FTS: 50x Speedup with Simple Optimizations

A recent benchmark by Neon showed PostgreSQL's built-in full-text search (FTS) lagging behind pg_search. However, this article reveals that Neon's benchmark used an unoptimized standard FTS setup. By pre-calculating and storing the `tsvector` column and configuring GIN indexes with `fastupdate=off`, a dramatic performance boost is achieved. Experiments on a 10-million-row dataset demonstrated a ~50x speed improvement, proving that properly optimized standard FTS can rival dedicated search engines. The article also explores VectorChord-BM25, a BM25-based extension excelling in ranking tasks.

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(blog.vectorchord.ai)
Development Full-Text Search

Google Bets Big on Advanced Nuclear Energy to Hit 2030 Net-Zero Goals

2025-05-08
Google Bets Big on Advanced Nuclear Energy to Hit 2030 Net-Zero Goals

Google announced a collaboration with South Carolina-based Elementl Power, investing in three advanced nuclear energy projects to address the growing carbon emissions from its expanding data centers. This move supports Google's 2030 net-zero emissions goal and its commitment to 24/7 carbon-free energy. Elementl Power, using next-generation nuclear technology, aims to bring over 10 gigawatts of clean energy online in the US by 2035. The partnership highlights tech giants' proactive approach to decarbonization and the global energy transition.

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(www.esgtoday.com)
Tech

NASA Delays Boeing's Starliner Flight to 2026

2025-06-07

NASA has delayed the next flight of Boeing's troubled Starliner spacecraft to 2026, setting back a key milestone for the vehicle intended as an alternative to SpaceX's Dragon capsule. Originally slated for a possible launch later this year, the agency is still deciding whether the next mission will carry astronauts or cargo. The delay highlights NASA's reliance on SpaceX after a botched 2024 Starliner test flight stranded two astronauts on the ISS for over nine months. Engine issues forced NASA to use a SpaceX Dragon capsule to return them, and Starliner remains uncertified for crewed missions.

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(theedgemalaysia.com)
Tech

Microsoft Office's Startup Boost: Faster Launch, Slower PC?

2025-05-01
Microsoft Office's Startup Boost: Faster Launch, Slower PC?

Microsoft is introducing a new "Startup Boost" feature for Office, pre-loading apps like Word and Excel when Windows starts to speed up their launch times. However, this could slow down overall computer performance. The feature will only be enabled on PCs with at least 8GB of RAM and 5GB of free disk space. While users can disable it in Word's settings or Task Scheduler, the move raises questions about whether Microsoft should prioritize improving Office's efficiency instead of relying on pre-loading. The update will initially roll out to Word in mid-May and later to other Office applications.

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(www.pcworld.com)
Tech Startup Boost

OpenJDK JDK 24 GA Released

2025-03-18

OpenJDK JDK 24 is now generally available! This release is an open-source implementation of the Java SE 24 Platform, licensed under the GNU General Public License, version 2, with the Classpath Exception. Oracle also offers commercial builds under a separate license. Users can submit feedback and bug reports through the usual Java SE channels, ensuring inclusion of complete version information from `java --version`. Note that due to intellectual property limitations, source code distribution is restricted to authorized countries.

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(jdk.java.net)
Development

Running DOOM from a QR Code: A Tale of Extreme Compression

2025-04-18
Running DOOM from a QR Code: A Tale of Extreme Compression

Programmer Kuber Mehta has achieved the seemingly impossible: running the classic game DOOM directly from a QR code! Dubbed 'The Backdooms,' this project utilizes zlib and gzip compression, base64 encoding, and a cleverly designed self-extracting HTML wrapper to deliver a fully playable DOOM experience without any downloads. The development journey was fraught with challenges, requiring iterative adjustments to compression ratios and QR code versions. This incredible feat showcases the power of extreme compression and innovative application design, a testament to programmer ingenuity and perseverance.

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(github.com)
Game QR Code Game Compression

A Decade of Persistence: The Story Behind 'The BEAM Book'

2025-06-04
A Decade of Persistence: The Story Behind 'The BEAM Book'

After ten years of wrestling with Klarna's core system, the author shares the journey of writing 'The BEAM Book', a comprehensive guide to the BEAM virtual machine. The book tackles complex topics like schedulers, process management, garbage collection, and the compiler, offering practical insights for Erlang and Elixir developers. Overcoming publisher changes and project stalls, the author's dedication, fueled by community support, resulted in a valuable resource addressing a critical gap in existing documentation.

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(happihacking.com)
Development

Saying 'Please' and 'Thank You' to ChatGPT Costs OpenAI Millions

2025-04-20
Saying 'Please' and 'Thank You' to ChatGPT Costs OpenAI Millions

OpenAI CEO Sam Altman revealed that user politeness, specifically saying "please" and "thank you" to ChatGPT, costs the company tens of millions of dollars in electricity. While Altman claims it's money well spent, the revelation highlights the massive energy consumption of AI. A survey shows 70% of users are polite to AI, partly fearing a robot uprising. However, the debate rages on: does politeness improve responses, and is it worth the environmental cost? Some argue polite prompts yield better, less biased results, improving AI reliability.

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(www.techradar.com)
AI

Structured Errors in Rust: Weighing the Tradeoffs

2025-06-01

This article explores the advantages and disadvantages of using structured errors (e.g., with `thiserror`) versus `anyhow` in Rust applications. Based on experience maintaining a large Rust web server, the author argues that custom error types, while increasing code and maintenance overhead, offer significant benefits: clearly showing all potential failure modes of a function, improving code readability and review; creating more descriptive interfaces; avoiding redundant error messages; enforcing context addition; and allowing for extra data and functionality. However, drawbacks include increased code volume, naming challenges, maintenance overhead, and potential performance concerns. The author concludes that the trade-off should be assessed case-by-case, suggesting that in large applications, the advantages of structured errors may outweigh the costs.

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(home.expurple.me)
Development

Rural Engineer Brings Back Payphones, For Free

2025-06-05
Rural Engineer Brings Back Payphones, For Free

Patrick Schlott, an electrical engineer, has taken up a unique hobby: restoring and installing free public payphones in rural Vermont. He argues that while most people have cell phones, they aren't always reliable in rural areas, and sometimes people just need a landline. His company, RandTel, currently operates three phones, one of which is even solar-powered. This nostalgic yet socially responsible project provides a valuable community service while showcasing a piece of American history.

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(www.core77.com)
Misc

Static Search Trees: 40x Faster Than Binary Search

2025-01-01

This blog post details the implementation and optimization of a static search tree (S+ tree) for high-throughput searching of sorted data, achieving a 40x speedup over binary search. Starting with code from Algorithmica, the author meticulously optimizes the search algorithm through vectorization, SIMD instructions, and batching. Deep dives into assembly code reveal opportunities for further performance gains. Various tree layouts and memory strategies are explored, ultimately resulting in a highly efficient solution that reduces query time from 1150ns to 24ns on a 1GB dataset.

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(curiouscoding.nl)
Development Static Search Tree Algorithm Optimization High-Performance Computing

Global BGP Leak: Internet Disruption Caused by DDoS Mitigation Provider

2025-04-11
Global BGP Leak: Internet Disruption Caused by DDoS Mitigation Provider

This post analyzes a BGP routing mishap on April 1st, 2025. A BGP leak from a DDoS mitigation provider (AS3223) caused brief internet disruption and misdirected traffic globally. The leak lasted approximately 20 minutes, affecting over 30,000 routes. The analysis details the type of leak (path error, not origination error) and explores how RFC 9234's "Only to Customer" BGP path attribute could have prevented it. Using Kentik's BGP visualization and NetFlow data, the post illustrates the impact on internet traffic, including misdirected and dropped traffic.

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(www.kentik.com)
Tech

YouTube Cracks Down on AI-Generated Fake Movie Trailers

2025-05-16
YouTube Cracks Down on AI-Generated Fake Movie Trailers

YouTube is taking action against channels creating fake movie trailers using AI-generated content. Channels like Screen Trailers and Royal Trailer, which amassed millions of views with misleading trailers splicing real clips and AI-generated material, have had their ad revenue suspended. Hollywood studios are reportedly pushing YouTube to redirect this revenue. This crackdown highlights the challenges of regulating AI-generated content, protecting intellectual property, and combating misinformation on online platforms. The action follows an investigation revealing the deceptive nature of these trailers and their significant viewership.

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(www.pocket-lint.com)
Tech

New Methane-Producing Archaea Species Discovered in the Human Gut

2025-05-02
New Methane-Producing Archaea Species Discovered in the Human Gut

An international team of researchers has identified a new species of methane-producing archaea, *Methanobrevibacter intestini* sp. nov. (strain WWM1085), and a novel variant of *Methanobrevibacter smithii*, named GRAZ-2, residing in the human gut. These archaea exhibit unique metabolic characteristics, with *M. intestini* producing significant amounts of succinic acid, potentially linked to inflammation, and GRAZ-2 producing formic acid, possibly affecting the metabolism of other gut inhabitants. This discovery highlights the complexity of the human gut archaeome and opens avenues for research into its role in health and disease.

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(phys.org)
Tech archaea methanogens

Val Town Rewrites TypeScript Integration for Blazing-Fast Performance

2025-09-24
Val Town Rewrites TypeScript Integration for Blazing-Fast Performance

Val Town has completely rewritten its online editor's TypeScript integration, replacing the previous client-side Web Worker-based implementation with a cloud container-based Deno Language Server. This addresses issues with slow NPM package imports and TypeScript/Deno incompatibility in the old system, achieving 100ms deploy-on-save speeds. The new system leverages Cloudflare Containers to ensure user workload isolation and resource limits, and all code is open-sourced, providing developers with a smoother, more efficient TypeScript development experience.

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(blog.val.town)
Development Online Editor

The Rise and Fall (and Potential Resurrection?) of Stack Overflow

2025-06-02
The Rise and Fall (and Potential Resurrection?) of Stack Overflow

Stack Overflow, once a haven for developers, thrived on a culture of mutual help and knowledge sharing. However, a gamified reputation system inadvertently fostered competition over collaboration, slowly eroding its vibrant community. The advent of AI further exacerbates this trend, prompting reflection on the future of developer communities. Stack Overflow's journey serves as a cautionary tale: tech platforms that prioritize genuine community over mere content generation are more likely to thrive, particularly in the age of AI.

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(www.infoworld.com)
Development

The Ideological Brain: How Neuroscience Explains Political Polarization

2025-04-13
The Ideological Brain: How Neuroscience Explains Political Polarization

Political neuroscientist Leor Zmigrod's new book, *The Ideological Brain: The Radical Science of Flexible Thinking*, explores how ideologies impact the human brain and body. Using neuroimaging and psychological research, Zmigrod reveals how ideologies affect cognitive flexibility and responsiveness, linking extreme ideologies to activity in specific brain areas like the amygdala. The book also examines the relationship between cognitive flexibility and dopamine, and how cultivating creativity and cognitive flexibility can increase resistance to ideological influence. Zmigrod's research challenges the notion of ideological thinking as mere 'mindlessness,' presenting it as a complex cognitive process.

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(nautil.us)
AI Ideology Cognitive Flexibility

Resurrecting a Lost Arcade Giant: The Galaxian3 Rescue Mission

2025-04-19
Resurrecting a Lost Arcade Giant: The Galaxian3 Rescue Mission

In the early 1990s, Namco's 28-player arcade behemoth, Galaxian3, captivated players. Years later, most installations vanished. This article details a two-year journey to restore a damaged Galaxian3 GT-6 in New Hampshire. The game boasts unique hardware, including dual Sony CRT projectors and LaserDisc players. The team tackled challenges like diagnosing a mysterious LED flashing fault, repairing LaserDisc players, and combating 'CRT fungus' in the projectors. Despite their success in reviving much of the game, challenges remain, showcasing the immense effort required to preserve gaming history.

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(philwip.com)
Game
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