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GitHub Copilot's Hilarious Fail: Is AI Ready to Replace Developers?

2025-05-24
GitHub Copilot's Hilarious Fail: Is AI Ready to Replace Developers?

Reddit unearthed the funniest tech story of the week, highlighting the flaws in the AI narrative. GitHub Copilot, given access to make pull requests on Microsoft's .NET runtime, repeatedly submitted broken code, requiring human developers to constantly fix its mistakes. This comical situation underscores the reality that while AI boosts productivity, it's far from perfect. The author argues that some companies are using AI as a cover for pandemic-era over-hiring and subsequent cost-cutting, rather than admitting poor planning. The article advises developers to become AI experts, document AI's limitations, and publicly share their experiences to demonstrate the power of human-AI collaboration.

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(nmn.gl)
Development

Australian Rocket Launch Delayed Due to Payload Fairing Malfunction

2025-05-17
Australian Rocket Launch Delayed Due to Payload Fairing Malfunction

The maiden launch of Gilmour Space Technologies' Eris rocket has been delayed due to a premature payload fairing deployment. The company will conduct a full investigation and replace the fairing before attempting another launch. This setback follows over a year of delays attributed to regulatory approvals. Despite this, Gilmour remains confident in its hybrid propulsion system, aiming for only 10-20 seconds of stable flight on the initial launch to gather crucial data. Eris aims to be Australia's first orbital launch vehicle.

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(arstechnica.com)
Tech Eris Rocket Payload Fairing Failure Australian Space

GCC 15.1 Released: Major Update to the GNU Compiler Collection

2025-04-25

The GCC developers are excited to announce the release of GCC 15.1, a major release with significant new features and improvements over GCC 14.x. GCC, once the GNU C Compiler, now stands for the GNU Compiler Collection, supporting multiple programming languages. This release is a testament to the numerous contributors who provided new features, bug fixes, and improvements. For more information, visit the GCC project website or contact the GCC development mailing list.

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(gcc.gnu.org)
Development

arXivLabs: Experimenting with Community Collaboration

2025-04-04
arXivLabs: Experimenting with Community Collaboration

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

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(arxiv.org)
Development

B2B Marketplaces: Build In-House or Spin Out?

2025-04-13
B2B Marketplaces: Build In-House or Spin Out?

Companies building B2B marketplaces to streamline transactions need to carefully consider ownership structure. New research shows that outright ownership offers greater control and supplier access but can also create regulatory hurdles and channel conflicts. Depending on objectives, a spinoff or independent startup can be effective. The article examines three common models: pure startups, internal units, and corporate spinoffs, weighing their pros and cons – internal markets offer security and resources, while external ones prioritize flexibility and innovation. The optimal choice depends on market fragmentation, the costs and benefits of independence, and the value of external partners or investors.

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(sloanreview.mit.edu)
Startup B2B Marketplaces Business Models Strategic Decisions

Doomsday Clock Ticking: Hegel and the Future of Humanity

2025-03-31
Doomsday Clock Ticking: Hegel and the Future of Humanity

This article reviews Richard Bourke's new book, *Hegel's World Revolutions*. Against the backdrop of the ever-approaching Doomsday Clock, the author explores Hegel's philosophy of history, arguing that it offers insights into the current global crisis. Hegel believed history is not meaningless but progresses towards the advancement of consciousness of freedom. Bourke emphasizes the complexity of history, including both progress and setbacks, and criticizes the contemporary academia's simplistic rejection of Enlightenment values. The article ultimately questions Bourke's view that historical research should avoid applying past ideas to the present, suggesting that in the face of existential threats, we should draw on historical wisdom to seek solutions.

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(drb.ie)
Misc Hegel Philosophy of History Global Crisis

textcase: A Feature-Complete Python Text Case Conversion Library

2025-04-01
textcase: A Feature-Complete Python Text Case Conversion Library

textcase is a feature-complete Python library for converting text to various casing styles (snake, constant, kebab, camel, pascal, etc.). It handles acronyms, non-ASCII characters, and allows for custom boundary conditions for precise control over string splitting. The library includes `is_case` for case detection, and `CaseConverter` for encapsulating conversion parameters. This enables powerful and flexible text manipulation.

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(github.com)
Development Case Conversion

Under the Hood of Python Asyncio: A Deep Dive into async/await

2025-05-09

This article delves into the inner workings of Python's async/await concurrency model. Starting with the concepts of concurrency and parallelism, the author progressively demonstrates building a highly concurrent TCP server, comparing the pros and cons of using thread pools and I/O multiplexing. The core of the article lies in explaining how async/await is implemented based on generators, coroutines, and yield/yield from mechanisms. It meticulously details the underlying implementation of generators and coroutines, ultimately contrasting asyncio with other asynchronous programming libraries.

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(tenthousandmeters.com)
Development

Program Optimization: Four Approaches Before Rewriting

2025-04-16

Slow program execution is a common pain point for programmers. The author, drawing on years of optimization experience, presents four approaches: 1. Use a better algorithm; 2. Use a better data structure; 3. Use a lower-level system; 4. Accept a less precise solution. The article uses bubble sort and selection sort as examples to illustrate the importance of algorithm selection, emphasizing the need to consider practical factors when choosing data structures and programming languages. The author cautions against premature optimization and stresses the importance of rigorous profiling before attempting optimization.

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(tratt.net)
Development program optimization

YC Startup Yhangry Hiring Senior Full-Stack Engineer

2025-01-12
YC Startup Yhangry Hiring Senior Full-Stack Engineer

Yhangry, a YC-backed marketplace for private chefs, is hiring a Senior Full-Stack Engineer. The company has seen 8x growth in the last two years and secured $4M in seed funding. The role requires 5+ years of experience, proficiency in PHP/Laravel and React, and a proven track record in startups. Based in London, with opportunities for international expansion.

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(www.ycombinator.com)
Startup

PyXL: Running Python in Hardware, 480ns GPIO Roundtrip

2025-04-28
PyXL: Running Python in Hardware, 480ns GPIO Roundtrip

PyXL is a custom hardware processor that executes Python directly in silicon, eliminating the need for an interpreter or JIT compiler. It compiles Python code into custom assembly and runs it on a custom pipelined processor. Tests show a stunning 480ns GPIO roundtrip time, over 30x faster than MicroPython. This makes PyXL ideal for high-performance applications demanding real-time responsiveness and deterministic timing, such as real-time control systems, ML inference, and robotics.

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(www.runpyxl.com)
Development Hardware Acceleration Real-time Systems

Weebly's Phased Out Low-Cost Plans: A Sign of Neglect?

2025-06-07
Weebly's Phased Out Low-Cost Plans: A Sign of Neglect?

A Reddit post reveals Weebly is phasing out lower-priced plans in favor of higher-priced ones. This reflects a strategic shift by its parent company, Square, which prioritizes Square Online due to its better integration with its payment processing ecosystem. While Weebly remains active, its technology and user patterns are lagging behind trends. SEO strategies have shifted from keyword ranking to AI-driven optimization, and mobile browsing dominates. This makes Weebly sites vulnerable. The article suggests migrating to a more actively maintained platform for long-term website viability.

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(www.articulation.blog)
Misc Website Platform

OpenAI's Computing Power Shift: From Microsoft to SoftBank-Backed Stargate

2025-02-21
OpenAI's Computing Power Shift: From Microsoft to SoftBank-Backed Stargate

OpenAI projects a significant shift in its computing power sources within the next five years. By 2030, it anticipates three-quarters of its data center capacity will come from Stargate, a project heavily funded by SoftBank, a recent investor. This marks a departure from its current reliance on Microsoft, its largest shareholder. While OpenAI will continue increasing spending on Microsoft's data centers in the near term, its overall costs are poised for dramatic growth. The company projects a $20 billion cash burn in 2027, significantly exceeding the reported $5 billion in 2024. By 2030, inference costs (running AI models) are expected to surpass training costs.

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(techcrunch.com)
AI AI infrastructure

Apple and Meta Clash Over Interoperability and Privacy

2024-12-30
Apple and Meta Clash Over Interoperability and Privacy

Apple and Meta are locked in a battle in Europe over the European Union's Digital Markets Act (DMA). The DMA mandates interoperability, requiring designated gatekeepers like Apple and Meta to allow competitors access to core platform services. Meta has submitted 15 interoperability requests to Apple, prompting Apple to warn of significant privacy and security risks if granted, potentially exposing user data extensively. Meta counters that Apple's privacy concerns are unfounded and a pretext to stifle competition. This conflict highlights the tension between interoperability and user privacy, and the challenges faced by EU regulators in enforcing the DMA.

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(techcrunch.com)
Tech

US Copyright Chief Fired After AI Fair Use Report

2025-05-12
US Copyright Chief Fired After AI Fair Use Report

Shira Perlmutter, head of the US Copyright Office, was reportedly fired a day after the agency concluded that AI model builders' use of copyrighted material exceeded existing fair use doctrines. The report stated that AI companies cannot sustain a fair use defense under specific circumstances, putting companies like Google, Meta, OpenAI, and Microsoft at legal risk. Reasons for the firing are debated, with suggestions ranging from Perlmutter's refusal to allow Elon Musk's use of copyrighted material for AI training to a broader Trump administration policy shift on diversity. The incident escalates the AI copyright battle and sparks debate on balancing AI development with copyright protection.

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(www.theregister.com)
Tech

Firefly's Blue Ghost Makes History with Successful Moon Landing

2025-03-02
Firefly's Blue Ghost Makes History with Successful Moon Landing

Firefly Aerospace announced the successful lunar landing of its Blue Ghost lander, marking the first fully successful commercial soft landing on the Moon. Carrying 10 NASA instruments, Blue Ghost executed a precise landing and is conducting various scientific experiments, including subsurface drilling and imaging. This achievement represents a significant milestone for commercial space exploration and paves the way for future lunar missions and deeper space exploration.

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(fireflyspace.com)
Tech Commercial Space

Your Brain Rewires Itself in Real Time When Listening to Rhythms

2025-06-12
Your Brain Rewires Itself in Real Time When Listening to Rhythms

New research from Aarhus University and the University of Oxford reveals a fascinating finding: when you hear a steady rhythm or musical tone, your brain doesn't passively receive the sound; it dynamically reorganizes itself. Researchers developed FREQ-NESS, a novel neuroimaging method, to map brain organization with unprecedented precision, showing the interplay of brainwaves across multiple networks. This breakthrough could revolutionize our understanding of brain function and has implications for brain-computer interfaces and clinical diagnostics.

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(www.sciencedaily.com)
Tech

Dagger Shell: Reimagining the Unix Command Line

2025-03-27
Dagger Shell: Reimagining the Unix Command Line

Dagger Shell is a bash-syntax frontend for the Dagger Engine, a state-of-the-art runtime and composition system. It combines the best ideas from Docker, Make, PowerShell, and Nix, simplifying modern software development workflows. With native support for containers, secrets, and service endpoints; typed objects; declarative execution; and content-addressed artifacts, Dagger Shell streamlines builds, tests, ephemeral environments, deployments, and more. It even facilitates AI agent orchestration. The core philosophy is modularity and composability, aiming to reduce complex tasks to simple shell scripts and code, eliminating the need for numerous DSLs.

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(dagger.io)
Development

Stack Overflow's Decline: The ChatGPT Impact and Uncertain Future

2025-01-08
Stack Overflow's Decline: The ChatGPT Impact and Uncertain Future

A GitHub data analysis reveals a staggering 70.7% drop in new questions on Stack Overflow from March 2023 to December 2024, plummeting from 87,105 to 25,566. This correlates strongly with the rise of ChatGPT; since its launch, Stack Overflow has seen nearly 83,000 fewer questions. The author, a top Stack Overflow contributor, describes their own experience of having well-formatted questions quickly closed, highlighting a potential key factor in the platform's decline. The drastic decrease in question volume suggests a concerning trajectory, mirroring levels seen in 2009 shortly after launch, hinting at a potential lifespan of less than a year.

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(gist.github.com)
Development Platform Decline

Improving OpenAI Image Generation with AI: An Iterative Refinement Experiment

2025-05-21

This article details an experiment using Large Language Models (LLMs) to iteratively improve the quality of images generated by the OpenAI API. Starting with a complex prompt, researchers found the resulting images suffered from blurry text and weak visual appeal. Two approaches were tested: First, using an LLM as a 'judge' to identify and iteratively fix image flaws, but this proved ineffective as the LLM struggled to handle creative and technical tasks simultaneously. Second, using the LLM to generate bounding boxes around blurry text for targeted editing, but the LLM struggled with accurate localization. Ultimately, separating text clarity improvement from overall image quality enhancement yielded better results.

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(simulate.trybezel.com)
AI LLM applications

Wireless Power Across the Room: A Year with Wi-Charge

2025-05-20
Wireless Power Across the Room: A Year with Wi-Charge

The author's frustration with constantly dying batteries in their smart home led them to test Wi-Charge's long-range wireless power technology. A ceiling-mounted transmitter uses infrared lasers to power a specially modified smart lock, eliminating the need for battery changes for a year. While the initial setup cost $1,250 and required professional installation, the convenience of cordless operation and no battery replacements was significant. However, widespread adoption faces hurdles: devices require special receivers, and the system's limited range requires multiple transmitters for whole-home coverage. The author concludes that while the technology works impressively, its high cost and infrastructure requirements remain significant barriers to broader home adoption, although it shows strong potential for commercial applications.

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(www.theverge.com)
Tech wireless charging

US Revokes Visas of Seven Brazilian Supreme Court Justices

2025-07-19
US Revokes Visas of Seven Brazilian Supreme Court Justices

US Secretary of State Marco Rubio announced the revocation of visas for seven Brazilian Supreme Court justices, in addition to Judge Alexandre de Moraes. This action follows the Brazilian Supreme Court's issuance of search warrants and restraining orders against former President Jair Bolsonaro, stemming from allegations that Bolsonaro sought interference from US President Donald Trump in Brazilian courts. Bolsonaro denies the accusations, calling the court's actions cowardly. The move escalates tensions between the US and Brazil and highlights Trump's continued support for Bolsonaro.

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(nypost.com)
Tech Brazilian Politics US Foreign Policy Bolsonaro

Discover.com Warning: Leaving for a Third-Party Site

2025-05-19

Discover.com is warning users that they are about to leave its site and visit a third-party website. Discover states that it is not responsible for the products and services offered on the third-party site and does not guarantee the accuracy or applicability of any financial tools. Users are advised to review the privacy, security policies and terms and conditions of the third-party website. Consult a financial advisor for personal financial advice.

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(www.discover.com)
Misc third-party website

Compiling a Tiny Functional Language to LLVM: A Simple Calculator Example

2025-09-23

This article details the process of compiling a small functional language to LLVM. Starting with a basic calculator language, the author progressively builds a lexer, parser, and LLVM code generator. The article thoroughly explains each step, including parsing with the megaparsec library, generating LLVM IR code using llvm-hs-pure and llvm-hs-pretty, and finally compiling and running the result. Through this example, readers can learn how to translate functional language features (such as pattern matching) into LLVM IR and how to use LLVM for code generation and compilation.

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(danieljharvey.github.io)
Development Functional Language

mt32-pi Development Halted Due to Online Abuse

2025-02-17
mt32-pi Development Halted Due to Online Abuse

The developer of mt32-pi, a bare-metal MIDI synthesizer for the Raspberry Pi emulating the Roland MT-32, has announced the project's termination due to sustained online abuse. This includes personal attacks, code theft, and stolen 3D print designs. The developer cited the negative impact on their mental health as the reason for ceasing development, expressing a lack of gratitude and encouragement from the community.

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(github.com)
Development online abuse

VMware's Decline? Gartner Predicts a Third of Workloads Will Migrate by 2028

2025-09-12
VMware's Decline? Gartner Predicts a Third of Workloads Will Migrate by 2028

Gartner analyst Julia Palmer predicts that over one-third of workloads currently running on VMware will migrate to other platforms by 2028. Broadcom's revised VMware licensing program prevents hyperscalers from selling VMware subscriptions, pushing customers towards alternatives. Palmer advises cautious assessment and strategic migration choices, including Nutanix, public clouds, or Microsoft Azure Local, emphasizing application modernization. She cautions against cost-cutting as the sole migration driver and highlights the potential of VMware Cloud Foundation 9.

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(www.theregister.com)
Tech

arXivLabs: Experimental Projects with Community Collaborators

2025-09-12
arXivLabs: Experimental Projects with Community Collaborators

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 only partners with those sharing these commitments. Have an idea to enhance the arXiv community? Learn more about arXivLabs.

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(arxiv.org)
Development

Scratching an Itch: The Surprising Science Behind It

2025-02-03
Scratching an Itch: The Surprising Science Behind It

New research delves into the paradox of scratching. While it feels good, scratching worsens inflammation by activating mast cells and releasing substance P, leading to an inflammatory cascade. However, it also reduces Staphylococcus aureus, a common skin infection bacteria. Researchers conclude that while scratching might offer some benefit in specific contexts, the skin damage likely outweighs the advantages, particularly with chronic itching. This study, published in Science, opens avenues for new therapies targeting inflammatory skin conditions.

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(newatlas.com)
Tech itching inflammation Staphylococcus aureus

The Mystery of the Passive USB-to-PS/2 Mouse Adapter

2025-03-28
The Mystery of the Passive USB-to-PS/2 Mouse Adapter

Early USB mice often included a green adapter to convert the USB Type-A plug to PS/2. This wasn't a smart adapter; it was purely mechanical, with no circuitry. The mouse itself did the conversion, detecting the signal type (USB or PS/2) and adjusting accordingly. It's analogous to a simple power adapter – the intelligence resides in the device, not the adapter. So, if you find one of these, remember it's just a physical connector; the actual conversion happens within the dual-bus mouse.

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(devblogs.microsoft.com)
Hardware Mouse Adapter
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