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Belling the Cat: A Timeless Fable About Action vs. Planning

2025-09-07
Belling the Cat: A Timeless Fable About Action vs. Planning

The fable "Belling the Cat" recounts a group of mice devising a plan to attach a bell to a cat's collar to warn of its approach. However, the plan fails due to a lack of volunteers willing to undertake the perilous task. This timeless story highlights the gap between planning and execution, emphasizing the critical role of feasibility in any plan. From ancient times to the modern day, interpretations range from political commentary to reflections on individual behavior, highlighting the enduring tension between ambition and practicality.

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(en.wikipedia.org)
Misc fable planning

Physicists Challenge the Accelerating Universe: Is Dark Energy Dead?

2025-01-12
Physicists Challenge the Accelerating Universe: Is Dark Energy Dead?

A new study published in Monthly Notices of the Royal Astronomical Society: Letters challenges the Nobel Prize-winning theory of an accelerating universe. Researchers argue that the observed expansion isn't accelerating but an illusion caused by uneven galaxy distribution. They propose a 'timescape' model, suggesting different regions of the universe experience time at different rates, explaining supernova observations without requiring dark energy. While needing further validation, this model offers a fresh perspective on the universe and questions the existence of dark energy.

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(nautil.us)
Tech universe expansion

AI's Energy Consumption: On Track to Surpass Bitcoin Mining?

2025-05-31
AI's Energy Consumption: On Track to Surpass Bitcoin Mining?

A new study warns that AI's energy consumption is rapidly escalating, projected to consume nearly half of global data center electricity by 2025, potentially surpassing even Bitcoin mining. The lack of transparency from major tech firms regarding AI's energy demands hinders accurate assessment. While efficiency improvements and a shift towards renewables are underway, these may not offset AI's exponential growth. The massive energy needs, resulting carbon emissions, and reliance on rare minerals pose a significant environmental challenge.

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(www.digit.fyi)
Tech

Building a Linux Kernel Natively on macOS: A Journey Through Compilation Hell

2025-07-03
Building a Linux Kernel Natively on macOS: A Journey Through Compilation Hell

This post details the author's experience building a Linux kernel (RISC-V architecture) natively on macOS. The journey was fraught with challenges: an outdated make version, macOS's ld being incompatible with Linux expectations, missing elf.h and byteswap.h headers, and version conflicts with uuid_t and sed. The author overcame these by using Homebrew to install updated toolchains (make, llvm, lld, libelf, gnu-sed) and creating patches to address header file discrepancies and type definition conflicts. The kernel was successfully built, with macOS showing faster build times than Docker for clean builds, but slower incremental builds. The author concludes that fixing build issues is an ongoing, iterative process similar to continuous integration.

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(seiya.me)
Development

China's Digital ID: A Giant Leap in State Control

2025-07-03
China's Digital ID: A Giant Leap in State Control

China will launch national digital IDs on July 15th, shifting online verification from private companies to the government. This represents a massive shift in state control over citizen data, drastically altering how the digital lives of its citizens are managed and surveilled. The move has implications for the distribution of profits in the online economy and could even reshape the future of AI in China. This builds upon the existing national ID card system introduced in 1984.

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(www.economist.com)
Tech digital ID data control

Kilo Code: A 'Don't Innovate' Approach to Building the Ultimate AI Coding Assistant

2025-04-12
Kilo Code: A 'Don't Innovate' Approach to Building the Ultimate AI Coding Assistant

Instead of innovating, Kilo Code embraces a 'fast-follow' strategy, integrating the best features from existing open-source AI coding assistants like Roo Code and Cline. By forking and merging these projects, Kilo Code quickly became a superset of both, offering a comprehensive toolset. The goal isn't to win a market war, but to build a genuinely useful tool boosting developer productivity. The open-source nature encourages community contribution and allows for rapid iteration, aiming to surpass proprietary solutions through speed and collaboration.

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(blog.kilocode.ai)
Development fast follower

C++ Ranges: Performance Bottlenecks and Optimization Strategies

2025-04-08

This article delves into performance issues with C++ Ranges adaptors like `views::filter` and `views::take_while`. These adaptors introduce redundant iterator comparisons, impacting efficiency. The author analyzes the root causes and proposes two solutions: using Tristan Brindle's Flux library, which enhances performance through internal iteration and improved memory management; and a more radical approach leveraging potential C++ token sequence features to generate optimal loop code, bypassing Ranges limitations. Both solutions significantly improve efficiency, especially for complex range operations involving `views::reverse`.

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(brevzin.github.io)
Development

Recreating Egyptian Blue: A 5000-Year-Old Pigment with Modern Applications

2025-06-10
Recreating Egyptian Blue: A 5000-Year-Old Pigment with Modern Applications

Researchers at Washington State University have successfully recreated Egyptian blue, the world's oldest synthetic pigment, used in ancient Egypt approximately 5,000 years ago. Through experimentation with various raw materials and heating times, they developed 12 recipes for the pigment, providing valuable insights for archaeologists and conservation scientists. Surprisingly, beyond its historical significance, Egyptian blue exhibits properties like near-infrared luminescence, suggesting potential modern applications in fields such as fingerprint identification and anti-counterfeiting inks. This research not only unveils the secrets of ancient Egyptian craftsmanship but also highlights the power of modern science in exploring our past.

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(news.wsu.edu)
Tech Pigment Technological Applications

Breaking the Constraint System: Solving Dynamic Media Challenges

2025-04-18
Breaking the Constraint System: Solving Dynamic Media Challenges

In phase two, the team successfully overcame challenges like "floatiness," "blow-ups," and poor performance in constraint systems. Techniques employed included propagating knowns, leveraging linear relationships to reduce solver variable dimensions, and clustering constraints into independently solvable clusters. These significantly improved the system's stability and performance. The team experimented with various solvers and optimized the system further by changing the way values were represented (e.g., using polar coordinates). These improvements enabled the construction of physically accurate mechanical structures and true bidirectional computation, laying a solid foundation for building dynamic media.

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(www.inkandswitch.com)
Development constraint system dynamic media numerical computation

TikTok Hit with €530 Million EU Fine for Data Transfers to China

2025-05-02
TikTok Hit with €530 Million EU Fine for Data Transfers to China

EU privacy watchdogs fined TikTok €530 million ($600 million) after a four-year investigation revealed that the video-sharing app's data transfers to China violated strict EU data privacy rules. The Irish Data Protection Commission, TikTok's lead regulator in the EU, cited a lack of transparency about data location and ordered compliance within six months. TikTok disagreed with the decision, planning to appeal, arguing that its Project Clover initiative significantly enhanced data security. However, the investigation found TikTok failed to address potential access to European user data by Chinese authorities, leading to the substantial fine. Further regulatory action is under consideration.

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(apnews.com)
Tech EU Fine

Conway's Law and the Unexpected Power of Weak Ties

2025-08-28
Conway's Law and the Unexpected Power of Weak Ties

This article explores the unexpected implications of Conway's Law in team organization and project collaboration. The author argues that formal service line architectures often fail to reflect the reality of team collaboration. Many projects are driven by informal, cross-team 'weak ties', sparked by casual conversations, leading to unexpected projects and innovations. These weak ties, as described by Granovetter's 'strength of weak ties' theory, connect different teams and knowledge domains, sparking new ideas, highlighting inefficiencies, and uncovering opportunities hidden within silos. The author contrasts Slack and Microsoft Teams in their ability to foster weak ties, emphasizing the importance of choosing the right collaboration tools, as they shape team communication patterns and ultimately, product design.

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(frederickvanbrabant.com)
Development Weak Ties

YouTube at 20: From Humble Beginnings to Media King

2025-04-26
YouTube at 20: From Humble Beginnings to Media King

Twenty years ago, a simple 19-second video, "Me at the zoo," launched YouTube's incredible journey. From its humble origins as a platform for amateur video sharing, YouTube has evolved into a media behemoth generating an estimated $54.2 billion in revenue last year, second only to Walt Disney Co. It has propelled stars like Justin Bieber to fame and birthed entertainment empires such as MrBeast. Navigating copyright infringement lawsuits and safety concerns, YouTube incentivized creators through its partner program and continuously refined its content moderation and child safety measures. Despite competition from rivals like TikTok and Instagram, YouTube's massive user base, strong brand, and diverse monetization strategies – including live TV and NFL streaming – solidify its position as a major force in television.

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(www.aol.com)
Tech Video

Instant PyTorch Training: Hot-Swapping LLMs without VRAM Unloading

2025-04-21
Instant PyTorch Training: Hot-Swapping LLMs without VRAM Unloading

Large language model loading times can significantly slow down development. This project introduces a hot-swapping solution for PyTorch training code. By keeping the model resident in VRAM via a background process, it achieves near-instantaneous startup. Even after the script exits, the model remains loaded, ready for immediate use on the next run. Remote debugging and Dear ImGui UI integration are supported, boosting developer efficiency. Simply replace your `from_pretrained` calls to experience instant execution and easy debugging.

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(github.com)
Development Hot-Swapping

Evaluating LLMs in Text Adventures: A Novel Approach

2025-08-12

This article proposes a novel method for evaluating the capabilities of large language models (LLMs) in text adventure games. The approach involves setting a turn limit and defining a set of in-game achievements to measure how well an LLM can progress within those constraints. Due to the high degree of freedom and branching in text adventures, this method isn't designed to provide an absolute performance score, but rather to offer a relative comparison between different LLMs. The LLM is given a series of achievement goals and a limited number of turns to achieve them; the final score is based on the number of achievements completed. Even powerful LLMs struggle to explore all branches within the turn limit, making the score a reflection of relative capability rather than absolute gaming skill.

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(entropicthoughts.com)
AI Text Adventure Games

Hacker News Bitcoin Frenzy: A Bubble Brewing?

2025-07-05

A Hacker News post analyzes the correlation between the number of Bitcoin-related posts and Bitcoin's price over the years, finding that surges in Bitcoin-related posts on Hacker News often coincide with the formation of Bitcoin price bubbles. By analyzing historical data, the author points out that the current number of Bitcoin-related posts has reached a historical high, suggesting a potential Bitcoin price bubble in the coming months. The post cites three historical examples and predicts that the Bitcoin price could rise above $5,000 in the next few months, potentially much higher.

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(incoherency.co.uk)
Tech Bubble

Geocodio's Free Tier: Balancing Abuse Prevention and Legitimate Users

2025-02-24
Geocodio's Free Tier: Balancing Abuse Prevention and Legitimate Users

Geocodio maintains a free tier despite the risk of abuse. Initially, simple IP-based blocking led to poor user experience and wasted support time. They transitioned to a granular risk scoring system, using dozens of factors (browser, IP, email, etc.) to automatically identify and handle high-risk signups. Medium-risk signups might face CAPTCHAs or email verification. This system minimizes manual intervention, balancing security and user experience, ensuring the free tier's sustainability.

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(www.geocod.io)
Development abuse prevention risk scoring freemium

Trump FTC Erases Years of AI and Privacy Guidance Blogs

2025-03-18
Trump FTC Erases Years of AI and Privacy Guidance Blogs

The Trump administration's Federal Trade Commission (FTC) has purged four years' worth of business guidance blogs, including crucial information on AI and consumer privacy related to landmark lawsuits against companies like Amazon and Microsoft. This move raises concerns about government transparency and corporate compliance, particularly as new chair Andrew Ferguson aims to ease regulations on tech firms. Deleted blogs offered FTC advice on avoiding consumer protection violations, ethical AI development, and children's data privacy. This action is seen as benefiting tech companies by eliminating precedents for regulatory compliance.

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(www.wired.com)
Tech consumer privacy

Dishwasher Wars: A Modern Domestic Conflict

2025-04-17
Dishwasher Wars: A Modern Domestic Conflict

This article explores the surprisingly contentious issue of dishwasher loading. The author recounts their personal struggles and the widespread anxiety surrounding proper technique, revealing it's not just about clean dishes, but also reflects deeper issues of efficiency, space optimization, cleanliness, and shared household responsibilities. Interviews with experts unpack the impact of technological changes on our expectations and offer practical tips for optimal loading. Ultimately, the piece advocates for understanding and respecting the labor involved in maintaining a home, rather than fixating on perfection.

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(www.theatlantic.com)
Misc household conflict dishwasher technology and domesticity

Knitting's Latest Craze: The Emotional Support Chicken

2025-05-29
Knitting's Latest Craze: The Emotional Support Chicken

A knitted chicken, dubbed the "Emotional Support Chicken," has taken the internet by storm. Originating from a Los Angeles yarn shop, this huggable creation, based on a 90s design, has seen nearly 11,000 photos shared on Ravelry alone. Its simple pattern and comforting nature have made it a hit with knitters of all skill levels. Variations abound, from Olympic-themed chickens to mini versions, and the trend has even extended to charitable efforts, with groups knitting chickens for disaster relief. This heartwarming craze highlights the power of simple crafts to bring comfort and connection.

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(ironicsans.ghost.io)
Misc knitting viral trend

SpaceX Starship Flight 9: Partial Success, Both Stages Lost

2025-05-28
SpaceX Starship Flight 9: Partial Success, Both Stages Lost

SpaceX launched its Starship megarocket for the ninth time, marking the first significant reuse of Starship hardware. While the upper stage reached space – a major improvement – both stages were ultimately lost before completing their flight goals. Leaks caused a loss of main tank pressure during the coast and re-entry phases, according to SpaceX CEO Elon Musk. Despite the loss, valuable data was gathered, and SpaceX plans three more Starship test launches in the next three to four weeks.

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(www.space.com)
Tech

Memphis Disc Plant Employee Gets 57 Months for Stealing Pre-Release Movies

2025-09-13

Steven Hale, a former employee of a Memphis disc manufacturing company, was sentenced to 57 months in prison for stealing hundreds of pre-release DVDs and Blu-ray discs. The sentence stems largely from an unrelated firearm charge, with a concurrent 21-month sentence for copyright infringement. The stolen discs included high-profile titles like "Spider-Man: No Way Home," which appeared on pirate sites weeks before its official release, potentially linking Hale to the notorious piracy group EVO. While the prosecution argued Hale's actions caused tens of millions of dollars in damages, his guilty plea resulted in a less severe sentence than the maximum.

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(torrentfreak.com)
Tech

Redis 8.0 Open Source Comeback and Valkey Performance Showdown

2025-05-31
Redis 8.0 Open Source Comeback and Valkey Performance Showdown

Redis Inc.'s controversial decision last year to close-source Redis shook the open-source community, but the community responded by forking Redis into Valkey. Now, Redis 8.0 is open-source again, and the original creator, Antirez, has returned. This article benchmarks Valkey 8.1 against Redis 8.0, showing Valkey outperforms Redis 8.0 in throughput and latency, especially with I/O threads enabled. It also explores core allocation optimization techniques and the limitations of benchmarking.

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(www.gomomento.com)
Development

Building a Web Search Engine from Scratch: 3 Billion Embeddings and 2 Months of Hustle

2025-08-13

The author recounts their two-month journey building a web search engine from scratch, leveraging 3 billion SBERT embeddings. Motivated by the shortcomings of existing search engines – excessive SEO spam and insufficient high-quality content – the project aimed to improve search relevance and understanding of complex queries. The post details the process, covering data crawling, text normalization, chunking, semantic context handling, embedding generation, storage (using RocksDB and HNSW), and retrieval. The resulting engine boasts 500ms query latency and handles complex natural language queries, surfacing high-quality results.

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(blog.wilsonl.in)
Tech neural embeddings large-scale data processing

UK Police Expand Live Facial Recognition, Sparking Privacy Concerns

2025-08-13
UK Police Expand Live Facial Recognition, Sparking Privacy Concerns

The UK is expanding its use of live facial recognition (LFR) technology with ten new police vans, boosting capabilities beyond London and South Wales. While authorities claim LFR is used only in targeted investigations and with privacy safeguards, privacy campaigners raise concerns about misidentification and potential misuse. Recent revelations suggest access to passport and immigration databases for facial recognition searches, further fueling the debate. The expansion highlights the ongoing tension between effective policing and individual privacy rights.

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(www.theregister.com)
Tech

DIY 10MHz-15GHz VNA: Outperforming Cheap Commercial Models

2025-04-15
DIY 10MHz-15GHz VNA: Outperforming Cheap Commercial Models

The author designed and built a 10MHz-15GHz vector network analyzer (VNA) that outperforms all existing low-cost VNAs. This four-receiver VNA supports advanced calibration methods like unknown-thru calibration and boasts over 120dB isolation. The article details the design process, covering architecture, directional couplers, receiver, ADC, FPGA, PCB design, and CNC-machined enclosure. Testing demonstrates excellent measurement accuracy and stability, accurately characterizing devices like bandpass filters and varactor diodes. While couplers require manual assembly, the total component cost is around $300 (excluding taxes and shipping), showcasing exceptional value.

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(hforsten.com)
Hardware Vector Network Analyzer Hardware Design High-Frequency Measurement

The Impossible Tetrahedron: From Math Problem to Real-World Object

2025-06-26
The Impossible Tetrahedron: From Math Problem to Real-World Object

Mathematicians have long studied the 'monostable tetrahedron' – a unique shape stable on only one side. Theoretically, this shape is achievable through clever mass distribution, but building one proved incredibly challenging. Gergő Almádi and his team, after complex calculations and multiple failed attempts, finally constructed a monostable tetrahedron model using a carbon fiber frame and tungsten carbide components. This successful model not only validates mathematical theory but also offers new avenues for future engineering designs, such as lunar landers.

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(www.quantamagazine.org)
Tech

AI's Power Hungry Colossus: Texas Data Center Expansion Strains Grid

2025-07-15
AI's Power Hungry Colossus: Texas Data Center Expansion Strains Grid

CoreWeave's acquisition of Core Scientific and subsequent expansion of its Denton, Texas data center is projected to double the city's electricity demand. Initially used for cryptocurrency mining, the facility's pivot to AI workloads has resulted in unrelenting power consumption, straining the local grid. Denton is covering added infrastructure costs and passing some expenses to the data center operator. While the project promises significant tax revenue and job creation, concerns remain about its impact on the already stressed Texas power grid, highlighting the challenges of AI's burgeoning energy needs.

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(finance.yahoo.com)
Tech

YC-backed AI-Native QA Platform Seeking Backend Engineer

2025-04-26
YC-backed AI-Native QA Platform Seeking Backend Engineer

GPT Driver, a seed-stage AI-native QA solution startup founded by mobile app veterans, is hiring a remote Backend/Platform Engineer. Their product focuses on end-to-end automated testing for mobile apps, with plans to expand to web, desktop, and non-functional testing. The role requires 3+ years of experience, familiarity with cloud-based backend systems, and experience (or strong interest) in running mobile emulators/simulators and headless browsers. Competitive compensation ($4,000-$7,000/month), remote work, and equity are offered.

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(www.ycombinator.com)
Development

Tract's Post-Mortem: Why a UK Proptech Startup Failed

2025-04-16
Tract's Post-Mortem: Why a UK Proptech Startup Failed

Tract, a UK proptech startup, aimed to tackle Britain's housing crisis by streamlining planning permissions. After raising £744,000 in pre-seed funding, they iterated through several business models, including developer site-sourcing, free landowner appraisals, acting as a tech-enabled land promoter, and finally, an AI-powered planning document platform. Despite building technically impressive products, Tract ultimately failed to secure a viable venture-scale business model. The British property market's conservatism, low willingness to pay for software, and the operational complexities of land promotion proved insurmountable. After nearly two years without revenue, they returned capital to investors and shared their post-mortem, offering valuable lessons for future founders on market selection, business model validation, and the importance of prioritizing commercial traction over technology development.

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(buildwithtract.com)
Startup proptech
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