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Shopify goes native, Google secures nuclear power

11 Sep 2026
Shopify is moving from React Native back to Swift and Kotlin
Shopify is moving from React Native back to Swift and Kotlin

Shopify is transitioning its mobile app development away from React Native and returning to native Swift and Kotlin. This strategic shift is driven by the emergence of AI coding agents, which have significantly altered the cost and efficiency of building native applications.

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More questions about whether researchers can trust OpenAI with unpublished math

Researchers are questioning OpenAI's transparency after the company failed to clearly disclose whether private ChatGPT conversations regarding unpublished mathematics were used in its training data. When directly questioned, OpenAI provided evasive answers and later admitted it cannot rule out using de-identified user data to improve its models. This ongoing lack of clarity has sparked concerns that the company's practices could ultimately damage the collaborative process of mathematical research.

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OpenAI Agents API
OpenAI Agents API

OpenAI has released a new Agents API allowing developers to create durable, cloud-based autonomous agents. By leveraging a managed Codex harness, the API provides a persistent execution environment designed to handle long-running, complex tasks reliably.

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Mexican student creates an acoustic fire extinguisher to put out fire in seconds
Mexican student creates an acoustic fire extinguisher to put out fire in seconds

A Mexican student has developed an innovative acoustic fire extinguisher that uses sound waves to extinguish flames in a matter of seconds. This groundbreaking invention provides a highly efficient, chemical-free alternative to traditional firefighting methods. The achievement reflects a growing wave of optimism and technological ingenuity among young engineers.

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YuE2 ยท Frontier Music with Symbolic Planning

YuE2 is a new AI model that unifies symbolic and audio music generation to produce high-quality tracks. The system uses symbolic planning to convert user-provided lyrics and style prompts into an editable musical score. This process enables the generation of complete, fully produced songs featuring both vocals and instrumental accompaniment.

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Thelio Mira AI Linux Workstation: 192 GB GPU Memory
Thelio Mira AI Linux Workstation: 192 GB GPU Memory

The Thelio Mira AI is a new Linux desktop workstation designed to accelerate artificial intelligence development. It features a massive 192 GB of GPU memory to handle the immense computational demands of modern machine learning tasks.

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Don't let anyone take away your big box of cables
Don't let anyone take away your big box of cables

This article reflects on the complex and often messy reality of web development, using a tangled box of cables as a metaphor for the internet's underlying infrastructure. It celebrates the intricate, behind-the-scenes work required to build things for the world wide web.

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The Deathray: A simple way for an untrusted site to freeze a Mac

A newly discovered exploit known as The Deathray allows untrusted websites to freeze Mac computers by triggering a WindowServer deadlock through the canvas drawable. This vulnerability has reignited user concerns regarding expanding hardware attack surfaces, prompting calls to restrict features like WebGPU and WebGL to trusted sites only to prevent system compromises and device fingerprinting.

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Google will buy half the electricity of a nuclear power plant
Google will buy half the electricity of a nuclear power plant

Google is set to purchase half of the electricity generated by a nuclear power plant to support its growing energy needs. The US tech giant also announced that the associated โ‚ฌ13 billion data center project will create tens of thousands of jobs.

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Cognition launches new SWE-2 model, Rivaling Fable 5.1 and GPT-Astra
Cognition launches new SWE-2 model, Rivaling Fable 5.1 and GPT-Astra

Cognition has launched SWE-2, its most advanced coding model to date, delivering highly competitive agentic coding performance. This new release positions the company to directly rival industry leaders like Fable 5.1 and GPT-Astra.

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Technique for Manipulating Satellite Photos Now Reveals Ancient Images (2025)

Researchers are leveraging advanced remote sensing techniques, specifically false-color and infrared satellite imagery, to uncover hidden ancient archaeological sites and historical landscapes. By manipulating spectral bands to highlight features invisible to the human eye, this method transforms raw satellite data into detailed maps of the past. This breakthrough underscores the immense value of non-visible light spectrums in revealing the Earth's buried history.

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NTSB issues investigative update on B-767 runway excursion accident in Miami

An NTSB update on a Boeing 767 runway excursion in Miami reveals that a catastrophic chain of pilot errors led to the aircraft overshooting the tarmac. Flight data indicates the pilots executed an unstable approach and made a fatal four-second indecision where a go-around was briefly initiated before being aborted. This critical delay in applying full thrust, combined with touching down too fast and too far down the runway, ultimately resulted in the disaster.

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Customizing my Compaq MX-11800 keyboard
Customizing my Compaq MX-11800 keyboard

A recent guide details the extensive process of customizing the Compaq MX-11800 keyboard to achieve an ideal personal setup. The author shares hard-earned tips and troubleshooting advice to help other hardware enthusiasts avoid common pitfalls and save time on their own modification projects.

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LLM Visualizer โ€“ Build a Transformer from Scratch

A new interactive tool called LLM Visualizer allows users to build and understand large language models from scratch through a step-by-step visual guide. It covers foundational concepts like tokenization, embeddings, and training while exploring modern transformer architectures such as RoPE, GQA, and MoE.

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Music Theory for the 21st-Century Classroom

Readers are debating the scope of the online educational resource Music Theory for the 21st-Century Classroom, with critics arguing its heavy focus on classical foundations neglects non-Western traditions and modern genres. Defenders counter that classical theory provides a necessary foundational framework for all musical styles, comparing it to learning a first programming language before branching out. The discussion also highlights broader systemic issues in academic music programs, such as a lack of qualified faculty for global music and the challenges of modernizing standardized curricula.

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Proof of Capture: Apple Reference Image, but open source and using steganography

An independent developer has released an open-source alternative to Apple's Reference Image that uses steganography to embed cryptographic proof of an image's origin directly into the pixel data. Titled Proof of Capture, this project provides a transparent and decentralized method for verifying digital media authenticity without relying on proprietary technology.

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Neki โ€“ Sharded Postgres
Neki โ€“ Sharded Postgres

PlanetScale has launched Neki, a sharded Postgres solution, which is now available in platform preview. This new offering allows developers to horizontally scale their Postgres databases using PlanetScale's managed infrastructure. The release marks a major expansion for the company as it moves beyond its traditional MySQL roots to support the broader Postgres ecosystem.

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Forgejo <=16.0.3 Critical RCE

A critical remote code execution vulnerability in Forgejo allows untrusted users to exploit template repository expansion to execute arbitrary processes and read sensitive host data. The flaw occurs when a malicious template injects a .git folder during repository initialization, which the latest security patch addresses by removing the directory before git setup. Administrators with open registrations are urged to upgrade immediately, especially since the issue was previously patched in Gitea but initially missed in the downstream fork.

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Rust is tier-1 language at Microsoft
Rust is tier-1 language at Microsoft

Microsoft has officially designated Rust as a tier-1 programming language, cementing its strategic importance following years of substantial financial investment in the open-source project. This milestone aligns with Azure CTO Mark Russinovich's vision for the future of native code and underscores the company's deep commitment to integrating Rust into its core infrastructure.

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iPhone Duo
iPhone Duo

The new iPhone Duo features the largest iPhone display ever, housed in a thin, foldable design. It is powered by the A20 Pro chip and includes a 48MP Dual Fusion camera system with all-day battery life.

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Hitachi launches CO2 heat pump water heaters with solar-friendly tariff controls
Hitachi launches CO2 heat pump water heaters with solar-friendly tariff controls

Hitachi is introducing its new Y-series EcoCute CO2 heat pump water heaters in Japan, with 370-liter and 460-liter models launching in November 2026. The upgraded units feature enhanced support for daytime electricity tariffs and solar-linked energy management to optimize home efficiency. Each model also includes a comprehensive five-year manufacturer warranty.

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Recursion into madness
Recursion into madness

This article examines the intersection of generative AI and classic noir fiction, drawing parallels between the recursive loops of machine learning and the gritty narratives of Raymond Chandler. It explores how AI models can effectively mimic hardboiled detective tropes while highlighting the chaotic, repetitive descent inherent in modern generative algorithms.

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Setting up OpenCode with Ollama and sbx on Mac

A new tutorial guides macOS users through setting up OpenCode with Ollama and Docker sandboxes to run local large language models. This configuration allows developers to execute AI-assisted coding tasks securely within isolated environments. It provides a practical starting point for integrating offline AI tools into a daily development workflow.

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Detecting and countering misuse of AI: September 2026
Detecting and countering misuse of AI: September 2026

A new September 2026 report details the disruption of threat actors misusing artificial intelligence between December 2025 and August 2026. The findings cover case studies across seven categories of harm, ranging from advanced cyber operations to biological misuse. These insights highlight the evolving landscape of AI-driven threats and underscore the critical need for ongoing detection strategies.

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JEP 544: Ahead-of-Time Code Compilation

Java's JEP 544 introduces ahead-of-time code compilation to improve performance, though developers find the current setup process and fragmented tooling overly complex compared to languages like Go and Rust. While the community appreciates the performance gains, they hope future updates will unify Java's distribution tools to simplify native app deployment. The discussion also reflects on historical AOT attempts like GCJ and Excelsior JET, highlighting a long-standing desire for easier native distribution in the Java ecosystem.

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Bitap: My favorite string matching algorithm

A new technical article provides a detailed exposition of the Bitap algorithm, also known as the shift-and exact string matching method. The author breaks down the mechanics of this technique and explains why it remains their preferred approach for efficient text search operations.

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Douglas Hofstadter: Analogy as the Core of Cognition [video]
Douglas Hofstadter: Analogy as the Core of Cognition [video]

Cognitive scientist Douglas Hofstadter explores the role of analogy as the fundamental core of human cognition in a recent Presidential Lecture. The video presentation examines how analogical thinking shapes our understanding of the world through a variety of illustrative examples.

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What happens when a GPU writes memory
What happens when a GPU writes memory

A new technical deep dive explores the intricate hardware mechanics of Nvidia's RTX 4090 by tracing a single memory write operation. The article follows the STG.E SASS instruction as it travels through the GPU's various internal units. This provides readers with a rare, low-level look at how modern graphics processors manage data.

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Herdr Studio
Herdr Studio

Herdr Studio is an independent, open-source community project designed to help developers manage Herdr environments. The cross-platform tool works on both desktop and mobile, enabling users to control terminals, inspect agent sessions, review files and diffs, and manage worktrees all in one place.

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Show HN: Vertumnus โ€“ printable posters of farmers' market produce seasonality
Show HN: Vertumnus โ€“ printable posters of farmers' market produce seasonality

Vertumnus is a new tool that generates printable posters showing the seasonal availability of produce at local farmers markets. The platform provides region-specific data with week-level granularity to help consumers easily track what fresh foods are currently in season.

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