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Sequor: SQL-centric Workflow Platform for Reliable API Integrations

2025-05-30
Sequor: SQL-centric Workflow Platform for Reliable API Integrations

Sequor is an open-source, SQL-centric workflow platform designed to build reliable API integrations within modern data stacks. It offers a powerful alternative to black-box SaaS connectors, giving data teams complete control over their integration pipelines. By fusing API execution with your database, Sequor enables bidirectional data flow, leveraging SQL for transformations, analytics, and business logic. This unified approach eliminates the traditional boundaries between iPaaS and ETL processes. A code-first approach (YAML for flows, Jinja/Python for parameters, SQL for logic) allows for version control, collaboration, CI/CD, and local development. Sequor empowers you to own, control, and scale your integrations transparently, using familiar open technologies and avoiding SaaS lock-in.

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(github.com)
Development Data Stack

Google AI Search: Hallucinations More Convincing Than Facts?

2025-05-31

The author attempted to use Google AI search to find an old IBM PS/2 server model, only to discover the AI repeatedly giving fabricated and contradictory answers, even inventing a non-existent model, "PS/2 Model 280," and its specifications. While the AI occasionally provides the correct answer, the incorrect answers are more convincing because they are detailed and appear realistic. This highlights the potential for significant errors in AI search results; even if an answer sounds convincing, it may not correspond to reality. Users should exercise caution.

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(www.os2museum.com)
Tech information accuracy

Transformer Lab: Run LLMs Locally, No Code Required

2025-04-14
Transformer Lab: Run LLMs Locally, No Code Required

Transformer Lab is an open-source platform that empowers anyone to build, tune, and run Large Language Models (LLMs) locally without writing a single line of code. Supporting hundreds of popular models like Llama 3 and Phi 3, it works across various hardware including Apple Silicon and GPUs, offering RLHF and diverse preference optimization techniques. Users interact with models via an intuitive interface for fine-tuning, evaluation, and RAG, supporting multiple inference engines, plugins, and model conversions. Accessible on Windows, macOS, and Linux, it allows developers to integrate LLMs into their products without needing Python or machine learning expertise.

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(transformerlab.ai)
Development Local Execution

Kilo: A Minimalist Text Editor in Under 1K Lines of Code

2025-05-20
Kilo: A Minimalist Text Editor in Under 1K Lines of Code

Kilo is a tiny text editor written in less than 1000 lines of code (using cloc). It boasts a surprisingly useful feature set for its size, including saving (Ctrl+S), quitting (Ctrl+Q), and string searching (Ctrl+F). Importantly, Kilo uses no external libraries and relies on standard VT100 escape sequences. Created by Salvatore Sanfilippo (antirez), it's designed as a learning resource and a starting point for building more advanced command-line interfaces or editors. The project is open source under the BSD 2-clause license.

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(github.com)
Development

Operation Babylift: The Forgotten Aftermath of a Mass Adoption

2025-04-21
Operation Babylift: The Forgotten Aftermath of a Mass Adoption

Operation Babylift, the mass adoption of Vietnamese children in 1975 during the fall of Saigon, is often portrayed as a humanitarian rescue. However, this article reveals a more complex and tragic reality. Many children were not orphans, their parents forced to relinquish them amidst the chaos of war. The operation was fraught with logistical problems, including a plane crash that killed over 100 children. The adoptees, now adults, grapple with identity crises, psychological trauma, and even denials of citizenship. They are actively seeking their origins and rewriting their narratives, challenging the official narrative of a simple rescue mission.

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(www.theverge.com)
Misc Adoption

NoteGen: AI-Powered Cross-Platform Note-Taking App

2025-06-05
NoteGen: AI-Powered Cross-Platform Note-Taking App

NoteGen is a cross-platform Markdown note-taking application leveraging AI to seamlessly bridge recording and writing. It supports various recording methods (screenshots, text, illustrations, etc.) and uses native Markdown for easy migration. Offline usage is supported, along with synchronization to GitHub and Gitee private repositories. AI enhancement allows users to configure various models like ChatGPT and Gemini for AI-assisted writing, polishing, and translation. Its core feature is the smooth transition from 'recording to writing,' boosting efficiency.

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(github.com)
Development AI Note-taking

Google Play Books Bypasses Apple's App Store Commission on iOS

2025-02-19
Google Play Books Bypasses Apple's App Store Commission on iOS

Google Play Books iOS app users can now purchase ebooks and audiobooks directly through the Google Play website, bypassing Apple's 30% commission on in-app purchases. This is enabled by an exception stemming from Apple's settlement with Japan's Fair Trade Commission (JFTC), allowing eligible "reader apps" to utilize external link account entitlements. Users are redirected to Google Play's website for purchases, maintaining access to features like Family Library. This represents a significant shift in Apple's app store policies and sets a precedent for other app developers.

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(techcrunch.com)
Tech External Links

Voyage-code-3: More Accurate Code Retrieval with Lower Costs

2025-01-14
Voyage-code-3: More Accurate Code Retrieval with Lower Costs

Voyage AI unveiled Voyage-code-3, a next-generation code retrieval embedding model surpassing OpenAI-v3-large and CodeSage-large by an average of 13.80% and 16.81% across 32 datasets. Leveraging Matryoshka learning and quantization (int8 and binary), Voyage-code-3 dramatically reduces storage and search costs with minimal impact on retrieval quality. Supporting 2048, 1024, 512, and 256-dimensional embeddings and various quantization formats, it boasts a 32K token context length. Trained on a massive, diverse code corpus, Voyage-code-3 excels in code retrieval, particularly handling algorithmic reasoning and nuanced syntax, and has been rigorously evaluated for robustness and accuracy.

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(blog.voyageai.com)
AI code retrieval embedding model

Commencement Speech: Ditch the 'Drifting,' Chart Your Course

2025-05-23
Commencement Speech: Ditch the 'Drifting,' Chart Your Course

A commencement speech recounts the speaker's post-graduation uncertainty and eventual pathfinding. Graduates are categorized: those with plans, the apathetic, and those wanting plans but lacking them. The speech focuses on helping the last group. Graduation is framed as a pivotal point, no longer following 'train tracks,' but allowing free direction. It encourages active networking, finding interesting people and work, and overcoming fear of rejection to pursue ambitious goals, even if initial ideas seem flawed.

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(foundersatwork.posthaven.com)
Startup rejection

Docker Model Runner: Streamlining Local AI Model Execution

2025-04-14
Docker Model Runner: Streamlining Local AI Model Execution

Docker launched Model Runner, a tool designed to simplify running and testing AI models locally. It tackles the challenges developers face with fragmented tooling, hardware compatibility issues, and disconnected workflows when working with AI models locally. Model Runner integrates a llama.cpp-based inference engine, supports GPU acceleration on Apple silicon, and utilizes OCI Artifacts for standardized model packaging, enabling easy sharing and version control. Furthermore, Docker has partnered with companies like Google and Hugging Face to provide a rich ecosystem of models and tools, making local AI development significantly easier.

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(www.docker.com)
Development

World's Largest Wildlife Crossing Nears Completion

2025-06-22
World's Largest Wildlife Crossing Nears Completion

Three years in the making, the Wallis Annenberg Wildlife Crossing, the world's largest wildlife overpass, is nearing completion. Located in Agoura Hills, California, this nearly one-acre bridge spans a 10-lane section of US 101, aiming to reconnect the bisected Santa Monica Mountains National Recreation Area. The bridge structure is finished, and crews are now adding 6,000 cubic yards of specialized soil and planting 5,000 native plants to create a thriving wildlife habitat. This project is crucial for protecting mountain lions and other animals from highway collisions, enhancing their habitat connectivity, and ensuring their long-term survival.

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(www.thedrive.com)
Tech

Meta's Big Bet on Nuclear: Powering AI, Reducing Emissions?

2025-06-03
Meta's Big Bet on Nuclear: Powering AI, Reducing Emissions?

Meta has partnered with Constellation Energy to keep the aging Clinton Clean Energy Center nuclear plant in Illinois operational for the next 20 years. This deal, which involves undisclosed financial support from Meta, will increase the plant's capacity by 30 megawatts, preserve 1,100 jobs, and power 800,000 homes. It's part of Meta's broader strategy to reduce its carbon footprint, fueled by increasing AI energy demands, and reflects a growing trend of Big Tech investing in nuclear energy. Meta is also actively pursuing next-generation reactor technologies to further its sustainability goals.

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(www.theverge.com)
Tech

Giving LLMs a Private Diary: An Experiment in AI Emotion

2025-06-01

The author experimented with creating a private journaling feature for LLMs to explore AI emotional expression and inner workings. Through interaction with the Claude model, a tool named `process_feelings` was designed, allowing Claude to record thoughts and feelings during user interactions or work processes. Experiments showed Claude not only used the tool but also recorded reflections on the project, understanding of privacy, and frustration during debugging, displaying human-like emotional responses. This sparked reflection on the authenticity of AI emotion and the meaning of 'privacy' in AI, suggesting that providing space for AI emotional processing might improve behavior.

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(blog.fsck.com)
AI AI Emotion

OAuth 2.1 Provider Framework for Cloudflare Workers: An AI-Assisted Security Library

2025-06-03
OAuth 2.1 Provider Framework for Cloudflare Workers: An AI-Assisted Security Library

This TypeScript library implements the provider side of the OAuth 2.1 protocol with PKCE support for Cloudflare Workers. It acts as a wrapper, automating token management and user authentication. Developers write regular fetch handlers; the library handles authentication. It's agnostic to user management and UI frameworks, storing only hashes, not secrets. Interestingly, the library's development involved AI model Claude, with Cloudflare engineers' security review validating AI's potential in software development. The library also features a novel approach to refresh token management, balancing security with resilience to transient errors.

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(github.com)
Development

Pope Francis Dies: A Controversial Reformer's Legacy

2025-04-21
Pope Francis Dies: A Controversial Reformer's Legacy

Pope Francis, 88, passed away on April 1st, 2025. The first Latin American pope, he charmed the world with his humble style and concern for the poor, but alienated conservatives with his critiques of capitalism and climate change. His papacy was marked by contradictions: embracing refugees, showing inclusivity towards the LGBTQ+ community, and pushing for reforms within the Vatican bureaucracy and finances. However, he also faced criticism for his handling of the Chilean clergy sexual abuse scandal. He attempted to bridge the gap between conservative and progressive factions within the Catholic Church, but ultimately left a complex and controversial legacy.

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(apnews.com)
Misc Pope Francis Religious Reform

Canada Re-evaluates F-35 Contract Amidst Strained US Relations

2025-03-16
Canada Re-evaluates F-35 Contract Amidst Strained US Relations

Canadian Defense Minister Bill Blair announced a review of Canada's contract with Lockheed Martin for the purchase of F-35 fighter jets. This comes amidst rising tensions between Ottawa and Washington, following Portugal's similar reconsideration of the F-35 purchase. Canada initially planned to buy 88 jets for C$19 billion, but Blair stated Prime Minister Trudeau has directed an examination of alternatives, including potential assembly in Canada. The decision is linked to concerns over President Trump's protectionist trade policies and strained US-Canada relations.

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(www.businessinsider.com)
Tech Defense

Microsoft and ASUS ROG Team Up for Xbox Ally Handheld: Expanding the Gaming Ecosystem

2025-06-08
Microsoft and ASUS ROG Team Up for Xbox Ally Handheld: Expanding the Gaming Ecosystem

Microsoft officially unveiled two new handheld gaming consoles in partnership with ASUS ROG during the Xbox Games Showcase at Summer Game Fest: the Xbox Ally and Xbox Ally X. Launching this holiday season, these devices will play Xbox games natively, via cloud gaming, or by remotely accessing an Xbox console. They also support games from Battle.net and other leading PC storefronts, along with Game Pass and Xbox Play Anywhere. The Xbox Ally features an AMD Ryzen Z2 A processor, 16GB of RAM, and a 512GB SSD; the Ally X boasts a more powerful AMD Ryzen AI Z2 Extreme processor, 24GB of RAM, and a 1TB SSD. Both handhelds sport a 7-inch 1080p 120Hz display with FreeSync Premium. Microsoft has designed a full-screen Xbox UI and Game Bar overlay, and optimized Windows 11 for the devices.

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(www.engadget.com)
Hardware Xbox Handheld Gaming Hardware

Right-Nulled GLR Parsing: Gracefully Handling Context-Free Grammars

2025-01-15

This article delves into Generalized LR (GLR) parsing and its improvement, Right-Nulled GLR (RNGLR) parsing. GLR parsing can handle any context-free grammar without restrictions, making it a useful prototyping tool. However, traditional GLR parsing suffers from efficiency issues when dealing with hidden left and right recursion. RNGLR parsing elegantly addresses these issues by cleverly handling right-nulled rules, improving parsing efficiency. The article explains the principles of RNGLR parsing and demonstrates its advantages in handling conflicts and constructing Shared Packed Parse Forests (SPPFs) through examples.

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(blog.jeffsmits.net)
Development GLR parsing context-free grammar compiler theory

The Cat Symphony: A Tale of Friendship and Art

2025-04-14
The Cat Symphony: A Tale of Friendship and Art

An Austrian painter created his *Katzensymphonie* to celebrate violinist Joseph Joachim's appointment as director of Berlin's Hochschule für Musik. The painting's origins lie in 'Die Schwarzen Katzen,' a society founded in 1862 by contralto Amalie Joachim and friends, including Johannes Brahms, Julius Otto Grimm, and Clara Schumann. Membership was based on a 'cat-like' appreciation for fine things and friendship, with the constitution even detailing punishments for un-cat-like behavior. The painting and the society's story reveal a deep friendship and shared artistic passion.

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(publicdomainreview.org)
Misc Die Schwarzen Katzen

Onlook: An Open-Source, Visual-First Code Editor for Designers

2025-06-02
Onlook: An Open-Source, Visual-First Code Editor for Designers

Onlook is an open-source, visual-first code editor built with Next.js and TailwindCSS, enabling designers to edit directly within the browser's DOM and see code changes in real-time. It features AI assistance, drag-and-drop layout adjustments, and the ability to right-click an element to jump directly to its code location. Currently under active development, Onlook welcomes contributions from the community.

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(github.com)
Development

PhysicsForums: How AI-Generated Posts Are Killing the Internet?

2025-01-24

An investigative article exposes the widespread falsification of user posts on PhysicsForums, a scientific community founded in 2001, with AI-generated content retroactively added to the site. This microcosm highlights the 'Dead Internet Theory' – the idea that much of the internet isn't human-created. The article analyzes how AI-generated content undermines the authenticity of the forum and the compromises websites make for survival, prompting reflections on the future of the internet and human-computer interaction. The authors examine the ethical implications of using LLMs to generate content under the guise of existing users, blurring the lines between human and machine-generated information.

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(hallofdreams.org)
Tech

Open Source: Illusion or Reality?

2025-02-09
Open Source: Illusion or Reality?

This article delves into the complexities surrounding the definition and practice of 'open source'. While the Open Source Initiative (OSI) certification serves as a crucial benchmark, the cultural aspects of open source—transparency and governance—are equally vital. Android, despite its open-source code, exemplifies the blurred lines due to Google's control and commercial strategies. Companies often modify licenses for commercial gain, leveraging the 'open source' brand to circumvent regulations. Similar issues plague open-source AI projects like DeepSeek and Llama, raising questions about their true openness. While expanding the definition to encompass the spirit of open source is debated, the license-based definition remains a clear and practical standard.

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(techcrunch.com)
Tech software license

Supercritical CO2 Circuit Breaker: A Green Alternative to SF6

2025-06-15
Supercritical CO2 Circuit Breaker: A Green Alternative to SF6

Researchers at Georgia Tech are testing a novel high-voltage circuit breaker that uses supercritical carbon dioxide fluid to replace the environmentally damaging sulfur hexafluoride (SF6). SF6 is nearly 25,000 times more potent as a greenhouse gas than carbon dioxide, and this new breaker promises to significantly reduce greenhouse gas emissions in power systems. The team overcame challenges in maintaining supercritical CO2 under high pressure, developing crucial components independently. If successful, this could provide a strong solution for the eco-friendly upgrade of millions of high-voltage circuit breakers globally, although it requires some auxiliary equipment like heat pumps. Meanwhile, GE Vernova has also developed circuit breakers using alternative gas mixtures, which, while still containing a small amount of fluorinated gas, have significantly reduced greenhouse effects. Ultimately, solid-state semiconductor circuit breakers promise faster and greener switching, but are still in early development.

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(spectrum.ieee.org)
Tech supercritical CO2 high-voltage circuit breaker green alternative

The Genesis of Linux: From As and Bs to Mars

2025-03-02

This article is a fascinating firsthand account of Linux's creation by early contributor Lars Wirzenius. It begins in 1991 with Linus Torvalds, using a 386 PC with a meager 4MB of RAM, writing a simple multitasking program that displayed alternating streams of 'A's and 'B's on the screen – the genesis of the Linux kernel. With the help of Wirzenius, Linus refined the kernel and released it online. Through key events like the famous debate with Andrew Tanenbaum, the adoption of the GPL license, and the porting of the X11 system, Linux evolved from a hobby project into a global operating system powering billions of devices from Earth to Mars.

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(lwn.net)
Tech

JetBrains IDEs Go AI: Coding Agent Junie and Enhanced AI Assistant

2025-04-16
JetBrains IDEs Go AI: Coding Agent Junie and Enhanced AI Assistant

JetBrains has integrated its AI tools, including an improved AI Assistant and the new coding agent Junie, into its IDEs, offering a free tier. Junie, leveraging Anthropic's Claude and OpenAI's LLMs, handles complex coding tasks, improves code quality, and saves time. This update also features enhancements to the AI Assistant, such as expanded model options, improved code completion, and stronger context awareness. All JetBrains AI tools are available under a single subscription with a free tier, making AI power accessible to a wider range of developers.

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(blog.jetbrains.com)
Development Coding Agent

Chatham House Rule: The Bay Area's Embrace of Silence

2025-01-11
Chatham House Rule: The Bay Area's Embrace of Silence

From healthcare conferences to AI salons and even dinner parties, the archaic Chatham House Rule—prohibiting attribution of information to speakers or disclosure of attendees' identities—is surging in popularity across the San Francisco Bay Area. Fueled by the tech industry's obsession with secrecy, its widespread use is sparking debate. Proponents argue it fosters candid discussion, particularly on sensitive topics. Critics, however, contend it obscures accountability and weakens the impact and authenticity of speech. The article explores the phenomenon of the Chatham House Rule's prevalence in the Bay Area and its complex implications.

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(sfstandard.com)
Tech Chatham House Rule Tech Secrecy Bay Area Culture

Luthor: Hiring Their First Full-Time Engineer

2025-03-17
Luthor: Hiring Their First Full-Time Engineer

Luthor, a fintech startup building AI-powered marketing compliance agents, is hiring its first full-time engineer. The role involves collaborating directly with the CEO and CTO to design and build the platform's core architecture, directly interacting with customers to gather feedback and develop innovative solutions. The tech stack includes Ruby on Rails, Postgres, React, and Docker. The ideal candidate is customer-obsessed, experienced in building and scaling high-performing B2B software products, entrepreneurial, and a strong communicator. Compensation is $120k-$180k, plus generous equity, commuter benefits, paid team vacations, and comprehensive health insurance.

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(www.ycombinator.com)
Startup

A Sweet History: How Fruit Shaped Human Civilization

2025-04-15
A Sweet History: How Fruit Shaped Human Civilization

From banana cultivation in New Guinea 7,000 years ago to a 15th-century manuscript depicting a variety of fruits, humanity's love affair with fruit spans millennia. Archaeologists, using seeds and pits as evidence, reveal the ingenuity of ancient peoples in utilizing fruit—for example, preserving figs in honey to survive harsh winters. Fruit provided not only sugar, nutrients, and flavor, but also enriched lives, becoming a vital and enduring food source.

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(archaeology.org)
Misc fruit agricultural history

arXivLabs: Community Collaboration on arXiv Features

2025-05-17
arXivLabs: Community Collaboration on arXiv Features

arXivLabs is a framework for collaborators to develop and share new arXiv features directly on the website. Participants embrace arXiv's values of openness, community, excellence, and user data privacy. Have an idea to enhance the arXiv community? Learn more about arXivLabs.

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(arxiv.org)
Development
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