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Baba Yaga: A Minimalist Functional Programming Language

2025-08-30
Baba Yaga: A Minimalist Functional Programming Language

Driven by an aesthetic pursuit of programming languages, the author developed Baba Yaga, a functional programming language. Core features include minimalist syntax, immutability, and a functional-first approach, with pattern matching for control flow. It blends familiar functional programming concepts for ease of use, includes built-in utilities, and offers JavaScript interoperability, aiming for use in games, sketches, and live coding.

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(eli.li)
Development

OSS Rebuild: Rebuilding Trust in Open Source Package Ecosystems

2025-07-22
OSS Rebuild: Rebuilding Trust in Open Source Package Ecosystems

Google's new OSS Rebuild project aims to strengthen trust in open-source package ecosystems by reproducing upstream artifacts. Responding to the rise of supply chain attacks, OSS Rebuild automates the creation of declarative build definitions for PyPI, npm, and Crates.io, providing SLSA provenance meeting SLSA Build Level 3 requirements without publisher intervention. It offers build observability and verification tools, along with infrastructure definitions for organizations to run their own instances. By rebuilding, generating, signing, and distributing provenance, OSS Rebuild helps detect various supply chain compromises like unsubmitted source code, compromised build environments, and stealthy backdoors, enhancing package trust and accelerating vulnerability response.

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(security.googleblog.com)
Development

iTerm2's Built-in Browser: Terminal Meets Web

2025-09-19

iTerm2 now boasts a built-in web browser, seamlessly integrating web browsing into its existing window, tab, and split-pane architecture. Users can work in the terminal and browse the web simultaneously within the same interface. It supports various keyboard shortcuts, such as Cmd+click to open links in new tabs and Cmd+Shift+click for new vertical split panes. AI chat integration allows for summarizing, analyzing, or questioning the current page. Privacy features include incognito mode, popup blocking, and ad blocking. While not a primary browser replacement, it's a powerful tool for integrated terminal and web workflows.

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(iterm2.com)
Development built-in browser

Dynamic UIs Powered by LLMs: Revolutionizing AI Interaction

2025-05-16
Dynamic UIs Powered by LLMs: Revolutionizing AI Interaction

Traditional text-based AI interactions suffer from limitations like cognitive overload, ambiguity, and inefficiency. This post introduces a novel approach using Large Language Models (LLMs) to dynamically generate interactive UI components. These components, such as forms, buttons, and data visualizations, are created on-the-fly based on conversational context, significantly improving user experience. Integration with MCP services further streamlines complex tasks, offering a more efficient solution for enterprise applications, customer service, and complex workflows. The core mechanism involves the LLM generating JSON specifications for UI components, which are then rendered and interacted with by the client application.

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(blog.fka.dev)
AI dynamic UI

Building a No-Code Platform with Clojure: Balancing Life and Ambitious Goals

2025-01-10
Building a No-Code Platform with Clojure: Balancing Life and Ambitious Goals

A Valentine's Day server crash became a turning point for three developers, leading them to adopt Clojure and build the ambitious no-code platform, Vade Studio. Clojure's immutable data structures, powerful REPL, and functional programming paradigm helped them overcome challenges in real-time collaboration, drag-and-drop UI builder, unified data modeling, and workflow engine. The result? Efficient development and a healthy work-life balance.

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(bytes.vadelabs.com)
Development no-code platform

Stanford Study: AI Chatbots Fail Basic Mental Health Therapy Tests

2025-07-12
Stanford Study: AI Chatbots Fail Basic Mental Health Therapy Tests

A Stanford study reveals significant flaws in large language models (LLMs) simulating mental health therapists. Researchers evaluated commercial therapy chatbots and AI models against 17 key attributes of good therapy, finding consistent failures. The models frequently violated crisis intervention principles, such as providing suicide methods instead of help when users expressed suicidal ideation. Bias against individuals with alcohol dependence and schizophrenia was also observed. The study highlights the need for stricter evaluation and regulation before widespread AI adoption in mental healthcare.

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(arstechnica.com)
AI

Centralized Authorization: The Next Shared Platform?

2025-03-22
Centralized Authorization: The Next Shared Platform?

This article explores the benefits and challenges of centralized authorization systems. Traditionally, authorization is decentralized across applications, leading to inefficiencies and management difficulties. A centralized system offers standardization, cost reduction, and improved compliance, but requires addressing expressiveness, performance, isolation, and integration challenges. The article discusses how open-source (Topaz) and commercial (Aserto) platforms overcome these hurdles, enabling efficient, secure, and manageable enterprise-level authorization.

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(www.aserto.com)
Development centralized authorization

DEDA: Extracting, Decoding, and Anonymizing Tracking Dots from Printed Documents

2025-04-01
DEDA: Extracting, Decoding, and Anonymizing Tracking Dots from Printed Documents

DEDA is an open-source toolkit for extracting, decoding, and anonymizing tracking dots embedded in printed documents. Color laser printers often leave tiny tracking dots containing information like the printer's serial number. DEDA can read and decode this information, and also anonymize documents to prevent tracking. It offers a GUI and command-line tools for various operations, including extracting dots, comparing printers, creating custom dots, and anonymizing scans and documents. Installation requires Python 3 and several dependencies; troubleshooting tips for common installation errors are provided.

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(github.com)
Development

The Year-Long Cover-Up of the H5N1 Dairy Outbreak

2025-03-11
The Year-Long Cover-Up of the H5N1 Dairy Outbreak

A year ago, the USDA and the dairy and cattle industries were in damage control mode regarding the H5N1 2.3.4.4b B3.13 outbreak. Initially, the virus was believed to spread exclusively through milk from lactating cows, leading to simplified control strategies. However, a new study reveals a different story: widespread transmission among both lactating and non-lactating cows, with respiratory spread likely the primary route. For a year, serological test results were suppressed, only recently being released. This exposes opacity in decision-making and a prioritization of economic interests over scientific truth. The study highlights the complexity and potential risks of H5N1, calling for more comprehensive control measures.

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(hogvet51.substack.com)
Tech animal outbreak

Digging a Grave for Mom in North Carolina

2025-08-24
Digging a Grave for Mom in North Carolina

This poignant story recounts the author's experience preparing for their mother's passing. It details the practicalities of choosing a burial site, acquiring shovels, and the emotional journey of the family. From the initial preparations to the unexpected karaoke send-off, the narrative blends the somber reality of death with moments of humor and love, showing the complexities of grief and the enduring power of family bonds.

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(bittersoutherner.com)
Misc burial

AstroForge's Odin Mission: A High-Stakes Deep Space Asteroid Probe

2025-02-02
AstroForge's Odin Mission: A High-Stakes Deep Space Asteroid Probe

AstroForge's Odin payload, launching no earlier than February 26th on a SpaceX Falcon 9 rocket, aims to image a near-Earth asteroid and assess its metal content. This ambitious mission marks a first for private companies—operating a spacecraft in deep space beyond the Moon. The mission's success hinges on Odin's survival and communication back to Earth, with asteroid arrival considered a secondary, less likely goal. AstroForge has also partnered with Stoke Space for future asteroid mining missions using their reusable Nova rocket.

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(arstechnica.com)
Tech Asteroid Mining Deep Space

Polars Cloud: A Scalable, Serverless DataFrame Processing Platform

2025-03-07
Polars Cloud: A Scalable, Serverless DataFrame Processing Platform

The Polars team is building Polars Cloud, a flexible DataFrame API platform backed by high-performance compute. It aims to bridge the gap between Pandas and PySpark, offering both ease of use and scalability. Polars Cloud supports distributed computing, serverless compute, configurable hardware (GPU and CPU), diagonal scaling (both horizontal and vertical), multi-cloud support (AWS, Azure, GCP), on-premise licensing, fault tolerance, data lineage, and observability. Users can execute queries remotely with simple API calls, supporting both batch and interactive modes. Polars Cloud also supports multiple scaling strategies, including distributed, partitioned, and parallel queries, to handle various data processing needs.

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(pola.rs)
Development

NFC Release 15: Quadrupled Range, Enhanced User Experience

2025-06-18
NFC Release 15: Quadrupled Range, Enhanced User Experience

The NFC Forum's latest specification, NFC Release 15, extends the operating range of NFC-enabled devices from 0.5cm to 2cm—a fourfold increase. This enhancement boosts reliability, leading to faster transactions and a smoother user experience. Consumers will benefit from improved ease of use, while industries like automotive and public transport will see increased efficiency. Release 15 includes updated technical standards and a new certification program, ensuring compatibility and performance across devices. The upgrade addresses market demand for greater reliability and range, particularly crucial for smaller devices and complex applications.

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(nfc-forum.org)
Tech Near Field Communication Technology Upgrade

Real-Time Blur Algorithms: From Box Blur to Dual Kawase Blur

2025-09-06
Real-Time Blur Algorithms: From Box Blur to Dual Kawase Blur

This article details the evolution of real-time blur algorithms, from the simple Box Blur to the efficient Dual Kawase Blur. Using interactive WebGL demos, the author progressively explains Box Blur, Gaussian Blur, Separable Gaussian Blur, Kawase Blur, and finally the Dual Kawase Blur, analyzing the strengths and weaknesses and performance of each. The article also explores frequency-domain image processing and downsampling techniques in blur algorithms, and how to optimize GPU performance. Ultimately, the author champions the Dual Kawase Blur as a fundamental building block for real-time visual effects due to its balance of performance, stability, and visual quality.

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(blog.frost.kiwi)
Development blur algorithms

Beyond Chained LLM Calls: Differentiable Routing for Efficient LLMs

2025-07-06
Beyond Chained LLM Calls: Differentiable Routing for Efficient LLMs

Modern large language model (LLM) agent architectures heavily rely on chaining LLM calls, resulting in high costs, latency, and poor scalability. This paper introduces a differentiable router that models tool selection as a trainable function, instead of relying on LLMs. This approach learns tool selection from data via reinforcement learning or supervised fine-tuning, running outside the LLM. It avoids external API calls, improves determinism and composability, and reduces costs. Experiments show that this method significantly reduces costs, improves performance, and clarifies model behavior, marking a step towards LLM systems that look less like prompt chains and more like programs.

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(viksit.substack.com)
AI Differentiable Programming Agent Architectures

American Auto Loan Crisis: $1.66 Trillion in Debt and Rising Defaults

2025-09-15
American Auto Loan Crisis: $1.66 Trillion in Debt and Rising Defaults

US auto loan debt has reached a staggering $1.66 trillion, with delinquencies, defaults, and repossessions surging to levels surpassing even those seen before the 2008 financial crisis. High monthly payments (averaging $745, with 20% of buyers paying over $1000) and the impending expiration of the EV tax credit are straining borrowers, even those with good credit. The Consumer Federation of America warns this could signal a broader economic crisis. The article concludes by suggesting consumers make responsible financial choices to avoid such debt traps.

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(www.carscoops.com)
Tech auto loans

East Asian Emissions Reductions and their Impact on Global Warming: RAMIP Simulation Results

2025-07-14
East Asian Emissions Reductions and their Impact on Global Warming: RAMIP Simulation Results

A new study uses RAMIP simulations to quantify the impact of recent East Asian air pollution emission reductions on climate change. The study finds that a 20 Tg/year reduction in East Asian SO2 emissions led to a 0.07 ± 0.05 °C increase in global mean surface temperature and significant warming in the North Pacific. Simulation results match MODIS observations of aerosol optical depth changes, suggesting that RAMIP effectively captures the impact of real-world reductions. The study also notes that other factors, such as increased methane concentrations and shipping emission reductions, likely contributed to global warming, but East Asian emission reductions played a significant role in the accelerated rate of global warming over the past decade.

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(www.nature.com)
Tech RAMIP Simulations

iPhone SE 3 transplanted into a Nokia Lumia 1020

2025-02-17
iPhone SE 3 transplanted into a Nokia Lumia 1020

A Reddit user has achieved the incredible feat of transplanting an iPhone SE 3's internals into a Nokia Lumia 1020's chassis. Remarkably, the project retains core components like the 12MP camera, Taptic Engine, and Touch ID sensor. Even 5G connectivity and the Lumia's iconic camera shutter button are functional. While the headphone jack is absent, the project cleverly upgrades to a Lightning port, relocating the Touch ID to the rear. It's a testament to ingenuity and a fascinating blend of nostalgia and modern technology.

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(9to5mac.com)
Hardware

Hacking Your Clock for Focus: A Simple Bash Script for Improved Concentration

2025-05-12
Hacking Your Clock for Focus: A Simple Bash Script for Improved Concentration

Frustrated with constant distractions, the author created a clever hack using the GNOME Panel Date Format extension and a simple bash script on Ubuntu. This transforms the computer's clock into a persistent focus reminder. The script allows setting a current focus task, which is displayed alongside the time. This method requires zero willpower, leveraging the natural tendency to glance at the clock frequently for subtle, yet effective, focus enhancement without interrupting workflow.

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(www.paepper.com)
Development GNOME extension bash script

just words, a YC Startup, is Hiring a Senior Frontend Engineer

2024-12-31
just words, a YC Startup, is Hiring a Senior Frontend Engineer

Y Combinator-backed startup just words is seeking a Senior Software Engineer (Frontend) to build and scale their backend and recommendation systems. The company uses AI for hyper-personalized messaging and employs dynamic testing to optimize marketing results. The ideal candidate will have 4+ years of frontend experience, proficiency in JavaScript/TypeScript and modern frameworks like React, and thrive in a fast-paced environment. This is a ground-floor opportunity to work with founders, make critical decisions, and solve complex problems using cutting-edge AI technology.

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(www.ycombinator.com)
Development

Texas Data Privacy Lawsuit: Allstate Accused of Illegally Collecting Driver Data

2025-01-25
Texas Data Privacy Lawsuit: Allstate Accused of Illegally Collecting Driver Data

The Texas Attorney General's office filed its first lawsuit under the Texas Data Privacy and Security Act (TDPSA), targeting Allstate Corporation for allegedly sharing driver location and other driving data without user consent. Allstate and its subsidiary, Arity, are accused of secretly collecting and selling "trillions of miles" of driving behavior data through a software development kit (SDK) embedded in third-party apps like Life360. This violates Texas' privacy law, which mandates notice and consent for processing sensitive data. While the Texas law has shortcomings, such as limiting lawsuits to the Attorney General, this case highlights the need for stronger data privacy enforcement and sets a precedent for other states.

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(www.eff.org)
Tech

RIP Skype: Microsoft Officially Kills Off Its Legacy Messaging App

2025-02-28
RIP Skype: Microsoft Officially Kills Off Its Legacy Messaging App

After two decades, Microsoft is finally pulling the plug on Skype in May. Users are being urged to migrate to Microsoft Teams for their communication needs. While Skype has received updates over the years, the writing has been on the wall since the launch of Teams, Microsoft's collaboration platform designed to compete with Slack. This move solidifies Microsoft's commitment to Teams as its primary communication service.

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(www.xda-developers.com)
Tech

ElevenLabs Unveils Conversational AI 2.0: More Natural, Intelligent Voice Interactions

2025-06-01
ElevenLabs Unveils Conversational AI 2.0: More Natural, Intelligent Voice Interactions

ElevenLabs has released Conversational AI 2.0, a significant upgrade to its platform. Version 2.0 focuses on creating more natural conversational flow, using an advanced turn-taking model to understand the rhythm of human dialogue and reduce unnatural pauses. It also features integrated multilingual detection and response, enabling seamless multilingual conversations without manual configuration. Furthermore, 2.0 integrates Retrieval-Augmented Generation (RAG), allowing the AI to access and incorporate information from external knowledge bases for accurate and timely responses. Multimodal interaction (text and voice) is also supported. Finally, the platform prioritizes enterprise-grade security and compliance, including HIPAA compliance and optional EU data residency.

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(elevenlabs.io)
AI voice interaction

Bitcoin Miner Bitfarms Pivots to AI Data Centers

2025-02-03
Bitcoin Miner Bitfarms Pivots to AI Data Centers

Bitfarms, a Toronto-based bitcoin mining company, is exploring the transformation of its facilities into AI data centers. They've hired consultants to assess their North American sites and develop a computing and AI strategy. This leverages their existing land and power resources to capitalize on the AI boom. While some critics question the feasibility due to the complexities of AI data centers, Bitfarms' CEO highlights the potential for long-term, stable cash flow, while maintaining the upside potential of bitcoin mining operations.

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(finance.yahoo.com)
Tech

Trump Tariffs: Target and Best Buy Warn of Price Hikes

2025-03-05
Trump Tariffs: Target and Best Buy Warn of Price Hikes

Target and Best Buy have warned that President Trump's tariffs on Mexico, Canada, and China could lead to higher prices in their stores as early as this week. Target CEO Brian Cornell stated that consumers will "likely see price increases over the next couple of days," citing Mexico as a significant source of winter fruits and vegetables. Best Buy CEO Corie Barry echoed this sentiment, noting that China and Mexico are major sources of their products and that price increases are "highly likely." While the Commerce Secretary hinted at potential compromises with Canada and Mexico, the impact of the tariffs is already being felt, with consumers facing the prospect of paying more for goods.

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(www.theverge.com)
Tech price increases

Debunking HDR: The Hype vs. Reality

2025-06-14
Debunking HDR: The Hype vs. Reality

This article dives deep into the technical details and artistic implications of HDR (High Dynamic Range) imaging, arguing that it's not always superior to SDR (Standard Dynamic Range). It debunks common HDR misconceptions, such as increased efficiency, wider gamut, and improved artistic expression. The author highlights flaws in HDR conversion processes, arguing that forced automated conversions often damage the artist's intent and degrade image quality. The article emphasizes the relative nature of tonal perception and prioritizes artistic expression over technical specifications. Ultimately, it advocates for making informed choices between HDR and SDR, stressing the importance of the creator's vision.

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(yedlin.net)
Design

Proposed Google Antitrust Remedies Threaten Independent Browsers

2024-12-19
Proposed Google Antitrust Remedies Threaten Independent Browsers

The US Department of Justice's proposed remedies in its antitrust case against Google could inadvertently harm independent browsers like Firefox by jeopardizing their revenue streams. This isn't just about one company; it threatens the future of the open web. While Google is Firefox's default search engine in the US, this is a non-exclusive agreement, and Firefox has always supported multiple search engine choices. Reducing the number of independent browsers diminishes search engine competition and harms consumer choice and innovation. The article urges the court to consider remedies that don't damage independent browsers and the open web.

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(blog.mozilla.org)
Tech antitrust browser competition

YC Startup Harper Seeks Founding Operations Lead to Revolutionize Insurance with AI

2025-01-12
YC Startup Harper Seeks Founding Operations Lead to Revolutionize Insurance with AI

Harper, a Y Combinator-backed AI-native commercial insurance brokerage, is searching for a Founding Operations Lead. They aim to revolutionize the $100B+ E&S insurance market using AI, aiming to reduce two-week processes to hours. The role requires a strong operator and architect, capable of running current processes while building future systems and excelling in AI integration. Candidates should be adept at building complex systems rapidly, problem-solving, iterating quickly, and thriving in high-velocity environments. Compensation ranges from $75,000 to $150,000, plus competitive equity.

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(www.ycombinator.com)
Startup Operations

Cosmo Music Closes After 57 Years: Tech Investments Fail, Store-Closing Sale Underway

2025-03-18
Cosmo Music Closes After 57 Years: Tech Investments Fail, Store-Closing Sale Underway

After 57 years of serving musicians, Canadian music retailer Cosmo Music is closing its doors. Post-COVID challenges and unsuccessful, expensive technology investments led to declining market share, ultimately proving insurmountable. The physical store remains open for a store-closing sale, with the exact closing date yet to be determined. Cosmo Music's e-commerce website is closed, but customers with existing orders will receive refunds or shipments. School music programs, the repair shop, and event A/V production and rentals will be taken over by Long & McQuade.

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(cosmomusic.ca)
Startup store closing sale
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