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A developer recently detailed their setup for running a local large language model server on an Apple M4 Pro Mac Mini. The configuration leverages the machine's 48 GB of RAM to efficiently handle AI workloads directly on the hardware.

The creator of Jujutsu has joined ERSC as the company's new Chief Technology Officer. This executive move follows a 15-year tenure at Google. The appointment brings extensive technical leadership and industry experience to the organization.

A new open-source tool called slotstream enables users to run the massive 104GB Qwen3.8-Flash-Next language model on Apple Macs with significantly less RAM. The project achieves this by streaming model experts directly from the SSD, reaching speeds of around 12 tokens per second on a 48GB machine. Built with MLX and Swift, it also provides an Ollama-compatible API for seamless integration.

Google's Play Store is currently blocking the third-party AuroraStore client, resulting in persistent server busy errors for users. This restriction severely impacts privacy-focused mobile operating systems like GrapheneOS, which rely on the alternative app to download software without installing proprietary Google services.

The developers of AnkiDroid are seeking clarification from Google after the Play Store restricted their Open Collective donation link. The team specifically needs Google to confirm whether their IRS 501(c)(6) status satisfies the platform's requirements for tax-exempt donations. In the meantime, the developers are urging users to share their post to help raise awareness and resolve the issue.

Apple unusually accelerated the release of its new Mac mini and Mac Studio models ahead of the typical autumn schedule to meet unexpectedly high enterprise demand for AI hardware. According to The Information, the company was caught off guard by the sudden boom in AI-driven sales, prompting the early launch just before the anticipated iPhone announcements.

RavynOS is a pre-alpha open-source operating system built upon Darwin, FreeBSD, and various Apple open-source projects. Its primary goal is to provide a platform that is fully compatible with native macOS applications.

Google has completed its multi-year transition by removing all remaining Manifest V2 extensions from the Chrome Web Store. This final milestone impacts popular tools like the ad-blocker uBlock Origin, requiring users to adopt newer Manifest V3 alternatives.

Developer Lakr233 has introduced vphone-cli, a new open-source project on GitHub that enables users to boot a virtual iPhone. The tool leverages Apple's native Virtualization framework to run iOS environments directly on compatible Mac hardware. This provides developers with a powerful new command-line interface for testing and experimenting with iOS applications.

A new open-source tool called vphone-cli allows developers to boot a virtual iPhone on macOS. It leverages Apple's native Virtualization.framework to create and manage these iOS environments. The project is now available on GitHub for community contributions and further development.

The app Luanti was removed from the Google Play Store following a baseless DMCA copyright notice from Tracer.AI. Developers have filed a counter-notice to restore the listing, noting this is part of an ongoing pattern of similar automated claims.

Google has launched Gemini 3.5 Transcribe, a new tool designed to deliver more intelligent speech-to-text transcription. This latest release aims to significantly enhance audio processing capabilities for developers and users. The update highlights the ongoing integration of advanced AI models into everyday productivity workflows.

A new open-source repository provides free, framework-free Google Colab notebooks to help developers master practical AI engineering skills like RAG, agent design, and LLMOps. Powered by the free Groq API, these hands-on tutorials offer a comprehensive, code-first approach for building modern AI applications without relying on heavy abstractions.

Nvidia has agreed to acquire the artificial intelligence platform Hugging Face in a deal valued at more than $13 billion. This major acquisition highlights the chip giant's aggressive expansion and strategic dealmaking within the broader AI ecosystem.

Gemini Omni 1.1 Flash introduces a new suite of creative controls specifically tailored for developers. The latest update also brings advanced generative video capabilities to the platform. These enhancements aim to significantly expand the multimedia creation tools available to tech builders.

Nvidia has agreed to acquire the AI platform Hugging Face for more than $13 billion. This massive deal highlights the chip giant's aggressive expansion of its artificial intelligence dealmaking strategy.

Amazon Mechanical Turk, a crowdsourcing platform used for data annotation and market research, will officially shut down on September 30. The closure follows years of neglect after key AWS leadership transitioned to focus on newer AI initiatives like Amazon Bedrock and SageMaker. Researchers and commercial users are now losing access to the cost-effective tool, which many had relied on for over a decade.

The Asahi Linux project has released a new progress report for kernel version 7.2, detailing ongoing efforts to port the operating system to Apple Silicon hardware. This update highlights recent advancements in kernel support and feature integration to improve overall compatibility and performance on M-series Macs.

Amazon Web Services has acquired DuckLabs, the company providing services for the DuckDB in-process OLAP data management system. This strategic move brings the core developers of DuckDB directly into the AWS ecosystem to bolster its cloud data analytics capabilities.

Apple has unveiled the new M6 and M5 Ultra processors, debuting them in the updated Mac mini and Mac Studio, respectively. These latest chips deliver a significant upgrade in both raw computing performance and artificial intelligence capabilities.

OpenAI's custom-designed AI chip, codenamed Jalapeño, reportedly outperforms Nvidia's Blackwell and Rubin architectures in critical efficiency metrics. The new ASIC boasts a lower total cost of ownership and higher throughput per megawatt, highlighting the company's strategic push to reduce its reliance on third-party silicon suppliers.

Apple has announced the next-generation Mac Studio equipped with the M5 Max and the all-new M5 Ultra processors. This updated desktop delivers a monumental leap in artificial intelligence capabilities alongside significantly faster graphics performance.

Apple has announced the new Mac mini, which is powered by the M6 and M5 Pro chips to deliver a dramatic performance boost. The updated desktop retains its signature supersmall design while introducing enhanced versatility for users.

Firefox 157 will enable JPEG XL support by default across all platforms using jxl-rs, a new Rust-based decoder developed by Google Research that prioritizes memory safety and outperforms the legacy C++ library. While the Rust version handles decoding, the older C++ implementation will remain in use for image encoding until a dedicated Rust encoder is completed.

Apple will begin issuing new Sign in with Apple and iCloud+ Hide My Email addresses on the private.icloud.com domain later this year. Existing addresses on the older privaterelay.appleid.com domain will continue to work without interruption. However, developers must update their account systems and allowlists to accept the new domain.

Xiaomi's new processor matches Apple's single-threaded performance while significantly outpacing it in multi-threaded tasks, giving the smartphone maker a temporary edge over the iPhone. However, this performance advantage may be short-lived as Apple is expected to announce its next-generation processor soon.

Reverse engineering has revealed that Microsoft Paint and Photos secretly embed invisible watermarks into locally generated AI images. These hidden markers consist of a server-issued GUID embedded directly into the image pixels. This discovery indicates that Microsoft is tracking AI-generated content even when created offline on local machines.

Universities should prepare founders by prioritizing deep technical expertise and transferable meta-skills over generic entrepreneurship degrees. As modern startups become increasingly capital-intensive, advanced studies like PhDs are highly valuable for teaching students how to learn and tackle complex problem spaces. Ultimately, higher education should focus on foundational skills like critical inquiry and narrative building rather than hyper-specific, role-based qualifications.

A Google Workspace user reported their account was abruptly suspended without explanation, leaving them locked out with no clear way to contact support. This incident highlights growing concerns over the opaque, automated nature of modern SaaS platforms, which frustrated users describe as a Kafkaesque nightmare. In response, the community is recommending migrations to alternative services like Fastmail or self-hosting, alongside tips to dispute credit card charges to force human contact.

Users can now easily connect and operate the classic Kodak DC50 digital camera with the vintage Apple II computer. This new compatibility provides a seamless way to integrate early digital photography hardware with legacy Apple systems.