Leaker says Apple Harbor will run local AI models on Macs
Harbor, in a Claris private preview, pools Thunderbolt 5 Macs so open-weight models stay on device.
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Stories tagged #apple-silicon
Nace AI Open-Sources Drex Max v1 27B Decision Model
Drex Max v1 27B decision model is open-sourced by Nace AI for local inference on Apple Silicon.
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Hugging Face blog covers MPS in PyTorch 2.15
The title names Metal Performance Shaders support in PyTorch 2.15; the post body was not available.
Muse Spark Open, the Most Capable US Open‑Weight Model to Date
Meta released Muse Spark Open, an 816B multimodal open-weight model with 42B active parameters and a 1M-token context.
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A Dynamic and Distributed Virtual GPU Cloud Built on Idle Apple Silicon Devices
Apple’s Minions paper turns idle Apple Silicon Mac GPUs into a distributed cloud for ML inference.
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Strands Box: Open-source sandbox for AI agents
AWS open-sourced Strands Box, a developer-preview sandbox confining AI agents on Apple-silicon Macs with policy-enforced shell, Python, MCP, and network checkpoints.
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macOS 27 Golden Gate – Review
Ars Technica reviews macOS 27 Golden Gate, highlighting an unavoidable Apple Intelligence upgrade, new AFM 3 Core models, and dropped Intel Mac support.
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Parallels Desktop flaw hands any local user root on a Mac (CVE-2026-90894)
CVE-2026-90894 in Parallels Desktop for Mac lets any local user gain root via argument injection; patched in v27.0.0, PoC withheld.
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Parallels Desktop Flaw Lets Unprivileged Mac Users Gain Root Access
JFrog's 'ParaShells' research details CVE-2026-90894, a Parallels Desktop local privilege escalation letting unprivileged macOS users gain root via tar argument injection.
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Parallels Desktop Vulnerability Lets Non-Admin Mac Users Execute Code as Root
JFrog researchers disclosed CVE-2026-90894, a critical Parallels Desktop local privilege escalation letting non-admin Mac users execute code as root; fixed in 27.0.0.
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harshatheg/Qwen-2.5-1B-RLCD — new model trending #30 on Hugging Face
A community MLX inference engine evaluates constrained JSON schema fields in parallel on Apple Silicon, reporting 5.6-7.0x latency speedups with guaranteed schema validity.
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