GoKawiil
Tech News
Apple's latest Mac Mini refresh retains its familiar compact design, port layout, and the awkwardly placed rear power button, while introducing the new M6 chip built on a 2-nanometer process. The chip packs 46 billion transistors, roughly 35 percent denser than its predecessor, and the new model adds two extra CPU cores compared to the M4 version.
A developer has released Kev, a family of small decision-making models (0.8B, 4B, and 9B parameters) built on Qwen3.5, inspired by the architecture behind Jev. The models handle yes/no, multiple-choice, and rating questions within a single request and are compatible with TypeSafe's System One API, meaning developers can run Kev locally instead of relying on that hosted service. Full training code, evaluation data, and a web playground are included, and the models run on both CUDA and Apple Silicon hardware.
A developer has demonstrated Laya, referred to as 'OS Jev', running fully offline on Apple's M4 chip using Apple's CoreML framework. The system reportedly processes 45 decisions per second locally, without needing a cloud connection or internet access.
A developer has released Vinix, an open-source operating system written in the V programming language, designed specifically for MacBooks as a leaner alternative to macOS. It runs in roughly 100 MB of RAM and 1 GB of storage, boots quickly, and includes no telemetry or online account requirements. The project is also working toward running Windows-only PC games on Apple Silicon hardware by combining Wine with an x86-to-ARM64 translation layer and an in-progress Apple GPU driver.
Apple's coming macOS 27 (Golden Gate) update will support MacBook Air and MacBook Pro models with Apple silicon going back to 2020, but it will not run on any Intel-based Mac. Since Apple stopped selling Intel MacBooks in 2021, those machines will only get limited security patches on their last compatible macOS version going forward.
Apple has released iOS 27 with the new Siri AI assistant, but access depends on several conditions. Users need an iPhone 15 Pro or newer (with some features locked to iPhone 17 Pro), a compatible Apple silicon Mac, iPad with A17 Pro or later, a compatible Apple Watch, or Vision Pro; Apple TV and HomePod are excluded. The feature also requires an English-language device setting, is restricted to users 13 and older, and is unavailable in the EU and China.
Apple released macOS 27, codenamed Golden Gate, on Monday, bringing a redesigned Siri assistant capable of searching personal data like photos and emails and taking actions inside apps such as Messages and Reminders. The update also refines the Liquid Glass interface with better contrast, a new opacity slider, and consistent window corner shapes, while working only on Apple Silicon Macs, not Intel-based machines.
A developer outlines a workflow for running local large language models on an Apple MacBook Pro M5 with 48GB RAM, combining Ollama for model management, OpenCode as the development harness, and Docker's sbx sandbox tool for isolation. The setup uses models like Qwen 3.8 27B and Gemma 4 31B, pulled via Ollama and configured through a custom sbx kit for each project.
Apple has begun accepting app submissions built with the iOS 27, iPadOS 27, macOS 27, tvOS 27, visionOS 27, and watchOS 27 SDKs ahead of their September 14 launch. Developers can now download the Xcode 27 Release Candidate to prepare their apps for approval before the public rollout.
A project called ARGODRIVE Deltafin, forked from gavamedia/deltafin, streams the complete, unpruned 2.8-trillion-parameter Kimi K3 model off four SSDs to run on an Apple Silicon M1 Max laptop. The latest benchmark shows throughput of about 0.29 tokens per second, roughly 2% faster than the prior measurement, with earlier logs showing the speed climbing from 0.0141 tokens/s in late July to current levels through iterative optimization.
Asahi Linux has merged support for M3 series Macs into its installer, meaning most hardware—including webcams, microphones, USB, WiFi, Bluetooth, and hardware-accelerated video decoding with AV1—now works out of the box. GPU acceleration and full display controller (DCP) support remain unfinished, so sleep mode and HDMI output are currently disabled on affected machines.
Apple offers a built-in tool called Apple Diagnostics that tests a MacBook's internal hardware to determine whether issues like shutdowns, display glitches or keyboard failures stem from hardware or software. The tool isn't found in System Settings but is accessed during the startup sequence, and the steps differ depending on whether the machine uses Apple silicon or an Intel chip. On macOS 26 Tahoe and later, users can run individual tests on components like the display, keyboard or trackpad, while older systems run the full diagnostic automatically.