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Local AI Inference Tooling — Clarity Today

Topic

Local AI Inference Tooling

On-device model execution with tools such as Ollama and llama.cpp, including CPU matrix extensions like SME2 inside virtual machines.

Current clusters

product1 distinct publisher

Parallels ships OpenGL 4.3 on Apple silicon, and the fleet question moves to which chip you own

Parallels Desktop 27 puts a Metal-based driver behind Windows VMs, but the numbers it quotes are scoped to M3 and M4 Macs. The compatibility win is real; the throughput win is conditional.

Publishers:9to5mac.com

Reality

Evidence30
Adoption22
Hype gap+38
Incentives72

Confidence34