Release1d ago
Apple ships 27.2 updates: Siri AI adds French, Japanese, Korean, Portuguese and Spanish, and can now recall past conversations
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.
Models19d ago
Apple Uncovers MoE-Agent Alignment: Structuring Expert Selection During RL Post-Training Boosts Agentic Success by 10+ Points
Sparse Mixture-of-Experts (MoE) architectures are the de facto standard for long-horizon agentic systems due to their favorable activation ratios. However, the co-design of agentic trajectories and MoE routing topologies remains largely uncharted. Apple Machine Learning Research reveals a structural phenomenon (arXiv:2610.07332): off-the-shelf MoE models exhibit natural routing alignment with agentic operations, clustering expert activation patterns across semantically identical turns (e.g. READ, UPDATE, EXECUTE). Standard RL post-training neglects this specialization, permitting unconstrained routing drift that severely impedes policy convergence. Apple introduces a hierarchical routing control framework with entropy-gated stabilization, regularizing turn-level expert assignments to match agentic semantics while preserving token-level consistency. Evaluated across diverse benchmarks, the framework delivers over 10-point improvements in task success rate, demonstrating that agent trajectory semantics provide a critical inductive bias for MoE capacity optimization.
Platform23d ago
Apple to tighten macOS Full Disk Access: AI agents cited; grants need very explicit user action
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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