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AI Coding Assistants: Startups Lead the Charge, Automation Soars

2025-04-28

AI Coding Assistants: Startups Lead the Charge, Automation Soars

Anthropic's research reveals disproportionately high usage of AI coding assistants like Claude among computer-related occupations, particularly in startups. Analysis of 500,000 coding interactions shows Claude Code, a specialized coding agent, boasts 79% automation, significantly higher than the general-purpose Claude.ai (49%). This suggests that front-end development (JavaScript, HTML) is more susceptible to AI disruption. Despite high automation, 'feedback loop' patterns remain prevalent, requiring human intervention. The study also finds startups are primary early adopters of Claude Code, while enterprises lag. This raises questions about AI's impact on future developer roles and the job market, hinting that software development might be a leading indicator of how other occupations will change with increasingly capable AI models.

(www.anthropic.com)

Development

Typewise (YC S22) is Hiring a Machine Learning Engineer in Zurich

2025-04-15

Typewise (YC S22) is Hiring a Machine Learning Engineer in Zurich

Typewise, a YC S22 startup building an AI customer service platform for enterprises, is seeking a Machine Learning Engineer to join their Zurich-based team. Leveraging custom AI and LLMs, Typewise boosts efficiency by up to 50% for clients like Unilever and DPD. The role involves researching, developing, and deploying cutting-edge NLP algorithms, collaborating directly with enterprise clients to optimize workflows, and contributing to the continuous improvement of their AI technology. Ideal candidates possess a computer science degree, 2+ years of experience building and deploying ML algorithms, and excellent Python programming skills. This is a chance to make a significant impact on a rapidly growing, innovative company.

(www.ycombinator.com)

AI

Kevo Smart Lock App Sunset: Time to Upgrade

2025-09-23

ASSA ABLOY announced the discontinuation of the Kevo smart lock app and web portal on November 14, 2025. This means remote functionality for all Kevo locks (Kwikset, Weiser, and Baldwin brands) will cease. Users can still use physical keys or key fobs. To ease the transition, ASSA ABLOY is offering significant discounts on replacement smart locks. US users can get up to $130 off select locks through Level's website, while Canadian users can call Weiser customer service. This offer expires December 14, 2025.

(www.kwikset.com)

Hardware smart lock app sunset

Rwanda's Genocide Radio: Incitement Under the Guise of Free Speech

2025-06-07

A radio station, ostensibly aiming for "harmonious development in Rwandan society," was secretly funded by Hutu extremists. It demonized the Tutsi minority, fostering hate and violence, laying the groundwork for the genocide. Despite warnings from the Belgian ambassador and aid agencies, Western diplomats dismissed the station's dangerous rhetoric, viewing it as a joke. The US ambassador even argued that its euphemisms were open to interpretation, prioritizing 'freedom of speech' over preventing mass violence.

(rwandanstories.org)

Misc Rwandan Genocide Media Incitement International Responsibility

Indian Grocery App KiranaPro Hit by Deliberate Cyberattack, GitHub and AWS Resources Wiped

2025-06-04

Indian Grocery App KiranaPro Hit by Deliberate Cyberattack, GitHub and AWS Resources Wiped

Indian grocery ordering app KiranaPro suffered a deliberate cyberattack that wiped its GitHub repository and AWS resources. CEO Deepak Ravindran claims it was a targeted attack, possibly by a disgruntled insider. The attack crippled the app, impacting thousands of Kirana store owners whose livelihoods depend on it. Ravindran is rebuilding systems with enhanced security and promises to reveal the hacker's identity. The incident highlights the dangers of insider threats and the importance of robust security practices, such as regular backups and multi-factor authentication.

(www.theregister.com)

Tech insider threat

Forensic Fandom: Dissecting the Rise of 'Detective' Fans

2025-04-29

Forensic Fandom: Dissecting the Rise of 'Detective' Fans

This article explores the phenomenon of 'forensic fandom,' where fans act as detectives, digging deep into the details of a work, the performers' lives, and constructing their own narratives. The rise of this trend is linked to technological advancements, mainstream media engagement, and the emergence of 'professional fans.' Social media platforms accelerate the spread of information and theory validation, but also fuel 'narrative dominance' battles among fans. The author argues this deep-dive interpretive model transforms fan-work interaction, creating new conflicts within fan culture.

(exiledfan.substack.com)

Misc fan culture deep interpretation

DeepSeek: A Chinese AI Dark Horse Emerges

2025-01-31

DeepSeek: A Chinese AI Dark Horse Emerges

DeepSeek, an AI company incubated by Chinese hedge fund High-Flyer, has taken the world by storm with its highly efficient models, DeepSeek V3 and R1. DeepSeek V3 boasts low training costs (significantly higher than the publicized $6 million) and powerful performance, along with innovative Multi-head Latent Attention technology, resulting in substantial advantages in inference costs. While DeepSeek's success is tied to its massive GPU investment (around 50,000 Hopper GPUs) and emphasis on talent, its low-pricing strategy raises questions about cost sustainability. Google's Gemini Flash 2.0 Thinking also presents a challenge to DeepSeek's leading position. DeepSeek's rise reflects the growing strength of Chinese AI technology, while also prompting reflection on international tech competition and export controls.

(semianalysis.com)

AI Chinese AI

Sound Waves Rewire Gene Activity in Cells

2025-07-03

Sound Waves Rewire Gene Activity in Cells

Audible sound waves can alter gene expression in mouse cells, according to a new study in Communications Biology. Researchers exposed mouse myoblast cells to various frequencies of sound, discovering that over 100 genes showed altered activity. The sound increased cell adhesion and reduced fat accumulation. This non-invasive approach holds potential for regenerative medicine and cancer treatment, with human trials a possibility within the next decade.

(www.scientificamerican.com)

Tech sound waves

Running Clojure in WASM: A Surprising Journey

2025-04-28

Running Clojure in WASM: A Surprising Journey

GraalVM v25 now supports a WASM backend for Java, enabling Clojure to run in the browser! While still early-stage (no threading or networking), single-threaded Clojure programs compile and run. This post showcases a simple "Hello, World!" example, analyzing WASM binary size and performance. Clojure's WASM output is larger and slower than Java's, but optimization improves speed. It also details Clojure-JavaScript interop using GraalVM's clever bridging techniques. The surprising finding? Native image execution often outperforms WASM.

(romanliutikov.com)

Development

Fighting Back Against Malicious Bots with Zip Bombs

2025-04-29

Fighting Back Against Malicious Bots with Zip Bombs

Facing relentless attacks from malicious bots? A website owner shares his ingenious solution: zip bombs. These small compressed files expand into massive files, overwhelming attacker resources. By detecting malicious requests, the author serves a compressed zip bomb, effectively repelling multiple attacks and safeguarding his website. While not foolproof, it's a surprisingly effective defense against unsophisticated botnets.

(idiallo.com)

Development zip bomb

Digital Fossils in AI: How Nonsense Terms Become Embedded in Our Knowledge

2025-05-01

Digital Fossils in AI: How Nonsense Terms Become Embedded in Our Knowledge

Scientists discovered the nonsensical term "vegetative electron microscopy" spreading through AI models. Originating from digitization errors in 1950s papers and amplified by translation mistakes, it became ingrained in large language models. This highlights the challenges of massive training datasets, lack of transparency, and self-perpetuating errors in AI. The incident poses serious issues for academic research and publishing, prompting reflection on maintaining reliable knowledge systems.

(www.sciencealert.com)

AI knowledge reliability

arXivLabs: Experimenting with Community Collaboration

2025-04-17

arXivLabs is a framework enabling collaborators to develop and share new arXiv features directly on the website. Individuals and organizations involved embrace arXiv's values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners who share them. Have an idea to enhance the arXiv community? Learn more about arXivLabs.

(arxiv.org)

Development

Optus Firewall Upgrade Causes 14-Hour Emergency Services Outage, Potentially Leading to 3 Deaths

2025-09-22

Optus Firewall Upgrade Causes 14-Hour Emergency Services Outage, Potentially Leading to 3 Deaths

An Optus firewall upgrade caused a 14-hour outage of emergency services (Triple Zero, 000) in Australia. Initial monitoring failed to detect the issue, and it wasn't until a customer reported the problem that Optus realized the severity. The CEO, Stephen Rue, stated that staff may not have followed established procedures. At least three deaths are potentially linked to the outage, with victims believed to have attempted to contact emergency services during the downtime. Optus is investigating and has expressed remorse, vowing to improve its emergency service protocols.

(www.theregister.com)

Tech emergency services

Build Your Own Federated Microblog with Fedify

2025-04-24

Build Your Own Federated Microblog with Fedify

This tutorial guides you through building a small, ActivityPub-compliant federated microblog using the Fedify framework. No prior knowledge of TypeScript, JSX, or ActivityPub is required. You'll learn to create accounts, set up a database, interact with other servers (including Mastodon), and implement features like following, posting, and displaying a timeline. The tutorial provides detailed code examples and steps, along with concise explanations of TypeScript and JSX. By the end, you'll have a working single-user microblog that can communicate with the fediverse.

(fedify.dev)

Development Federated Social

The Price of 'Made in the USA': A Harsh Reality Check

2025-04-24

The Price of 'Made in the USA': A Harsh Reality Check

Afina, a small US business, ran a bold experiment: pricing its US-made showerhead 85% higher than its Chinese-made counterpart. The result? Despite verbal support for American-made goods, not a single customer bought the $239 US version. This experiment revealed a harsh economic truth: Inflation and high manufacturing costs make 'supporting American manufacturing' a luxury most can't afford, even if they want to. The experiment serves as a wake-up call for US policymakers: Idealism doesn't always survive a price tag; revitalizing US manufacturing requires more practical policy support and consumer incentives.

(afina.com)

Startup Made in USA pricing

Requirements Change Until They Don't: Formal Methods and System Evolution

2025-04-28

Requirements Change Until They Don't: Formal Methods and System Evolution

This article explores how to handle constantly changing requirements in software development. While extensive upfront formal modeling might be impractical with frequent changes, the author argues that formal methods become crucial when systems reach scale or undergo architectural shifts (phase transitions). Formal specification and verification ensure that improvements don't break existing functionality. Using the example of switching from synchronous to asynchronous updates, the author demonstrates how formal methods can verify that a new system satisfies old requirements, highlighting the importance of software maintenance and preventing the silent failure of features.

(buttondown.com)

Development requirements change

The Rise and Fall (and Rise?) of Visual Basic

2025-05-11

The Rise and Fall (and Rise?) of Visual Basic

In 1988, Alan Cooper showed Bill Gates Tripod, a groundbreaking shell construction kit for Windows. Its intuitive drag-and-drop interface allowed users to create personalized shells without deep OS knowledge. This evolved into Visual Basic, a revolutionary visual programming language that empowered countless developers, especially those transitioning from mainframes. VB's ease of use democratized programming, making it accessible to millions. However, Microsoft's shift to .NET and VB.NET, while adding features, sacrificed the simplicity that made VB so popular, leading many developers to abandon it. This story highlights the tension between innovation and business decisions, and the lasting impact of a seemingly simple tool.

(retool.com)

Development

Gemini Cracks a 20-Year-Old Mac App Mystery!

2025-06-02

Gemini Cracks a 20-Year-Old Mac App Mystery!

After years of unsuccessful Google searches, the author finally used Gemini to identify a long-forgotten Mac/Windows application from his teens. The app, which tracked user actions and automated repetitive tasks, was revealed to be Open Sesame!, a 1993 intelligent software assistant capable of learning user patterns and automating tasks like bulk file renaming. The author remembered seeing a demo in the mid-90s but had failed to find any information about it until now. This story highlights the advancements in AI, using a 2025 AI tool to discover a 1993 machine learning application.

(blog.gingerbeardman.com)

Misc App Discovery

Saltwater-Soluble Plastic Breakthrough

2025-03-28

Saltwater-Soluble Plastic Breakthrough

Scientists at RIKEN in Japan have developed a new type of plastic that's as durable as conventional plastic but dissolves quickly in saltwater, leaving behind safe compounds. Made from supramolecular polymers with reversible bonds, this plastic offers a potential solution to plastic pollution. While strong enough for everyday use, a simple scratch on a hydrophobic coating allows saltwater to initiate rapid decomposition into nitrogen and phosphorus, beneficial nutrients for plants and microbes. Although excess nutrients can also be harmful, controlled decomposition in specialized facilities could recover these elements for reuse.

(newatlas.com)

Tech sustainable plastic supramolecular polymers biodegradable

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.

(buildwithtract.com)

Startup proptech

Underwater Octopus Cities Discovered in Australia

2025-08-19

Underwater Octopus Cities Discovered in Australia

Off the coast of Jervis Bay, Australia, two remarkable octopus settlements, dubbed 'Octopolis' and 'Octlantis,' have been discovered. These bustling communities of gloomy octopuses (Octopus tetricus) utilize shells to construct their dens, creating unique and densely populated habitats. Octopolis, the first discovered, even contains a piece of human-made debris. While often sensationalized as 'cities' in the media, researchers emphasize this is a metaphorical description, highlighting the complex social behaviors and surprising engineering skills of these cephalopods.

(en.wikipedia.org)

Tech

NIH Speeds Up Public Access to Research Findings

2025-05-01

NIH Director Jay Bhattacharya announced the acceleration of the 2024 Public Access Policy, making all NIH-funded research findings immediately available to the public starting July 1, 2025. This move aims to increase public trust in science and ensure that taxpayer investments yield replicable, reproducible, and generalizable results benefiting all Americans. The earlier implementation will break down barriers to accessing research, fostering broader application and translation of scientific discoveries.

(www.nih.gov)

Tech Public Access Policy

40-Hour Whole-Body Connectome Mapping of a Mouse: A Breakthrough Imaging Technique

2025-07-16

40-Hour Whole-Body Connectome Mapping of a Mouse: A Breakthrough Imaging Technique

Scientists have developed a high-speed imaging technique that can map the detailed three-dimensional connectome of a mouse's entire nervous system in just 40 hours, achieving micrometer-scale resolution. This technique utilizes a custom-built microscope to scan a cleared and labelled sample, enabling precise tracing of nerve fibers from the brain and spinal cord to organs throughout the body. This provides a powerful tool for connectomics research. Published in *Cell*, this breakthrough represents significant progress in the field and lays the foundation for future understanding of neurological diseases and the development of new treatments.

(www.nature.com)

Tech Imaging Technology

Linux Kernel PGP Trust Chain Crisis: The SHA-1 Retirement Fallout

2025-05-09

Linux kernel development relies on PGP signatures, requiring maintainers to submit signed pull requests to Linus Torvalds. Due to issues with keyservers, Konstantin Ryabitsev maintains a git repository of relevant keys. Removing SHA-1 signatures would leave 485 public keys without a trust path to Linus Torvalds, impacting many core developers. This threatens the kernel's development process, potentially excluding key contributors. A keysigning event at Embedded Recipes 2025 aims to rebuild the trust chain.

(blog.kleine-koenig.org)

Development

Review: Magewell Eco Capture Dual HDMI M.2 Video Capture Card

2025-04-21

Review: Magewell Eco Capture Dual HDMI M.2 Video Capture Card

This blog post reviews the Magewell Eco Capture Dual HDMI M.2 video capture card's performance on Linux. The author tests driver installation on x86 and ARM architectures and its compatibility with OBS and WebRTC applications. The card stably captures dual 1080p60 streams with excellent image quality and low latency. Installation in the M.2 slot is easy. While pricey, it's a great professional solution if purchased at a discounted rate.

(interfacinglinux.com)

Hardware video capture card

YouTube's Sisyphean Task: Fighting the AI-Generated Content Flood

2025-07-11

YouTube's Sisyphean Task: Fighting the AI-Generated Content Flood

YouTube is drowning in AI-generated low-quality content. To combat this, YouTube is updating its Partner Program policies, effective July 15th, to better identify and crack down on mass-produced, repetitive content. This includes AI-generated videos lacking originality, simple slideshows, and highly repetitive Shorts. However, the ease and profitability of creating AI videos continues to attract creators, and the inherent limitations of content moderation mean the platform will struggle to fully eliminate this low-quality content, ultimately harming user experience.

(gizmodo.com)

Tech AI content moderation low-quality content

Heat Death Hypothesis: End or Continuation?

2025-08-30

Heat Death Hypothesis: End or Continuation?

This article explores the heat death hypothesis, the theory that the universe will eventually reach maximum entropy, leading to the demise of all order. The article argues this hypothesis may be based on a misunderstanding of the second law of thermodynamics. The universe is not a closed system; its continuous expansion, and the existence of dark energy, suggest that entropy increase may not lead to the complete collapse of cosmic order. Some scientists believe that the complexity of the universe may be constantly increasing, with life playing a key role. By continuously utilizing free energy in the universe, life maintains its organization and creates more complexity. Therefore, the future of the universe is not doomed to end but has the possibility of continuous evolution.

(www.noemamag.com)

Tech heat death cosmic evolution

CVE Program Faces Funding Cliff, Threatening Global Cybersecurity

2025-04-16

CVE Program Faces Funding Cliff, Threatening Global Cybersecurity

MITRE's CVE (Common Vulnerabilities and Exposures) program, a cornerstone of global cybersecurity, faces a potential shutdown due to expiring funding from the U.S. Department of Homeland Security. The program assigns standardized identifiers to software vulnerabilities, crucial for communication and coordinated responses. A lapse would severely disrupt vulnerability tracking, patch management, and threat intelligence, impacting governments, businesses, and individuals. While historical CVE data will remain on GitHub, the cessation of new vulnerability assignment would cripple the global cybersecurity community's ability to respond to emerging threats. Experts urge immediate government intervention to prevent catastrophic consequences and advocate for stable, long-term funding to ensure the CVE program's continued operation.

(www.forbes.com)

Tech

Database Consistency: Beyond the Basics

2025-06-02

Database Consistency: Beyond the Basics

This article delves into the challenges of maintaining database transactional consistency in high-concurrency environments. Using a Spring Boot example, the author demonstrates how default pagination and idempotency checks can lead to data inconsistencies (missing rows or duplicate updates) when processing a large volume of sales data. The article thoroughly explains database isolation levels (READ UNCOMMITED, READ COMMITED, REPEATABLE READ, SERIALIZABLE) and optimistic/pessimistic locking strategies. Ultimately, by employing the REPEATABLE READ isolation level and optimistic locking, the author effectively resolves data inconsistencies and significantly improves performance.

(medium.com)

Development database consistency

From the Bel Air Fire to Firebrake®: The Story of Boron Flame Retardants

2025-04-08

From the Bel Air Fire to Firebrake®: The Story of Boron Flame Retardants

The devastating 1961 Bel Air fire, which destroyed hundreds of homes, spurred innovation in flame retardant technology. U.S. Borax played a crucial role in controlling the blaze using borate compounds, leading to the development of Firebrake®, a groundbreaking zinc borate flame retardant. Decades of research culminated in products like Firebrake 500, offering superior thermal stability and widespread application in polymers. Today, U.S. Borax continues its commitment to developing advanced boron-based flame retardants, addressing the growing need for safer and more effective fire protection.

(www.borax.com)

Tech borate

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