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894 On-device AI agents hit a hard memory limit. Apple's new architecture routes around it.

VentureBeat
VentureBeat 3 place · 06/09/2026 13:49 EDT

On-device AI models have stayed small because the entire weight set has to live in DRAM, capping practical parameter counts well below what server-side deployments use. Enterprise architects evaluating agentic workloads have had to choose between capable cloud-dependent models and limited on-device ones. Apple's third-generation foundation models, announced at WWDC26, break that constraint by moving the weight set off DRAM entirely.The AFM 3 family was developed in collaboration with Google and spans five m

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