AI Coding Live News

On November 3, Apple announced on its Developer site that a new Developer Preview in the iOS 27.3, iPadOS 27.3, macOS 27.3 and visionOS 27.3 betas lets any app bring its content and actions into Siri AI through App Intents, tapping personal context, onscreen awareness and natural language. Apple also introduced skills, which teach Siri AI to combine several actions into one experience, and Siri AI can now surface any entity in the Spotlight semantic index. It is a preview only: customer rollout is a few months away and App Store submissions open in spring. Siri AI remains unavailable in the EU on iOS, iPadOS and watchOS.

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In a press release on its China newsroom, Apple said the first Apple Intelligence features will open for testing in the latest iOS developer beta starting November 4 and reach users in China with the iOS 27.3 release in December. The features run on Apple-built generative models and include Live Translation, Writing Tools, Visual Intelligence, Clean Up, Genmoji, notification and Mail summaries, and Type to Siri; Apple also partnered with Alibaba to bring Qwen into Siri, Writing Tools and Visual Intelligence. The first wave covers iPhone 15 Pro and newer only; Siri AI and the other next-generation features announced at WWDC 2026, plus Image Playground, are not included, and Mac, iPad and other platforms wait on further approvals.

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LM Studio posted on X at 15:32 UTC on Oct 29 that users can now download a new oMLX engine inside LM Studio and run it with MLX models they already have. The official changelog lists it in Bionic 1.1.10, alongside speculative decoding for MLX models and an in-app terminal. oMLX is an open-source Apple Silicon inference server maintained by developer jundot (Apache 2.0, about 23,000 GitHub stars) built around continuous batching and a two-tier RAM and SSD KV cache. LM Studio has not published speed comparisons for the engine.

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On Oct 27 the official ChatGPT account announced that iCloud Mail and iCloud Calendar plugins are available in ChatGPT on all plans across web, desktop and iOS, rolling out globally. Users can ask ChatGPT to find an email, catch up on their inbox, check what is next or update a calendar event. The two plugins are installed separately, both connect with an Apple app-specific password, and both include read-only contact lookup; standalone Contacts and Reminders plugins are not part of this launch.

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On October 27 Apple announced a major Apple Creator Studio update: Logic Pro for Mac plus Keynote, Pages and Numbers gain beta intelligent assistants that Apple says are powered by a combination of Apple-built models and OpenAI and understand document context. Keynote, Pages and Numbers also add Model Context Protocol (MCP) support, letting external AI agents read content, make edits and run automated actions inside the apps. Pixelmator Pro adds natural-language Generate Fill, and Keynote introduces the open JSON-based .keyx format. The update ships free to existing subscribers on the App Store in November; pricing stays $12.99 per month or $129 per year.

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On Oct 26 Apple released iOS, iPadOS, macOS, watchOS and visionOS 27.2, and Siri AI (beta), the assistant rebuilt on Apple Intelligence, now supports French, Japanese, Korean, Portuguese and Spanish in addition to English. Apple says Traditional Chinese, Norwegian, Turkish and Vietnamese will follow by the end of the year. Per the iOS 27.2 release notes, Siri AI can now recall past conversations and draw on more sources such as photos in Messages, Calendar attendees and voicemails. Siri AI is still unavailable in the EU on iOS, iPadOS and watchOS and in mainland China, and server-side features have daily usage limits; Apple says expanded access will be offered for a fee in the future.

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The SGLang team released v0.5.22 featuring 950 PRs from 245 contributors: DeepSeek-V4.1 delivers up to 2.3x more throughput per GPU on NVIDIA H200 and 1.9x on AMD MI350X/MI355X via DSpark. The new InstantTensor loader cuts model loading time by 10x. B200 decodes Qwen3.8-Flash-Next 12% faster, while B300 speeds up GLM-5.3-Flash by 10% and yields 1.85x decode throughput for MiMo-V2.6-Pro. SGLang also adds native Apple Silicon PyTorch support and ComfyUI integration.

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On 2026-10-15 Meta released Muse Spark Open open weights: an 816B-total / 42B-active MoE with a Perception Encoder, natively multimodal (text/image/video/audio in → text out), 1M context, aimed at coding and long-horizon agents. Weights are on Hugging Face (BF16/NVFP4), SageMaker, Model Garden and Foundry; APIs include OpenRouter, Together, Fireworks and Groq. Meta calls it the most capable US open-weight model to date and, with Apple, optimized it to run locally across two M5 Ultra Mac Studios via MLX.

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On Oct 7 AWS released Strands Box v0.1.0, an open-source (Rust, Apache 2.0) sandbox for AI agents. It pairs OS-level isolation with the Dogwood policy language: shell, Python, outbound HTTP and MCP calls all pass through one default-deny policy engine with a shared event history, so rules can depend on earlier actions and elapsed time. A gateway injects credentials so the agent never sees the secrets. Preview supports macOS on Apple silicon only; Linux is in development.

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On 2 Oct 2026 Apple posted on Developer News that macOS Full Disk Access will get additional controls so grants require very explicit user action. The post names AI agents as the reason risk will grow substantially. No OS version or ship date was announced.

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Unsloth shipped v0.1.900-beta on 2026-09-28 (PyPI unsloth 2026.9.12): Desktop runs Laya Decision models locally via a Jev-compatible /v1/systemone endpoint, adds a Skills CRUD editor and Library viewers for PDF/Office, and improves Apple Silicon with batched serving, structured outputs, and TurboQuant KV. Media pipelines claim ~4.5× LTX-2.3 clips, 1.7–6.3× VAE decode, and up to ~1 minute faster MiniMax-H3 first render with 25–29 GiB lower peak VRAM.

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Open-source distributed model serving engine Xinference (xorbitsai/inference) shipped v3.5.0, substantially upgrading its multimodal inference and edge acceleration capabilities. The release adds out-of-the-box support for YuE2 music generation, alongside AuK/AuK-Flash and Irodori TTS v4.1. On Apple Silicon, Xinference introduces native Apple MLX hardware acceleration for FishAudio-S2-Pro, Irodori TTS Small, and Breeze TTS 2. On the visual and document AI front, it integrates MinerU2.5 for complex document parsing and LingBot-World-V2 for embodied world simulation, while introducing distributed correlation metadata propagation across actor calls for enterprise observability.

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