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Computing & AI · Source-linked note

Apple: flash-resident prompt-routed on-device foundation system

Stored a larger sparse model in flash and selected prompt-dependent expert subsets into DRAM, combining always-active shared weights, periodic expert reselection and task-dependent active capacity for on-device multimodal inference.

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Stored a larger sparse model in flash and selected prompt-dependent expert subsets into DRAM, combining always-active shared weights, periodic expert reselection and task-dependent active capacity for on-device multimodal inference.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

IFPruning is an earlier Apple research method, not invented by this product family. Account describes family collaboration with Google but does not resolve per-method/person roles. Acquired delta is flash/DRAM prompt-routing and elasticity integration, not a model-size or privacy guarantee. September policy update is not backdated to June.

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Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities. The recorded author list is incomplete.

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English catalogue narrative

Apple: flash-resident prompt-routed on-device foundation system

Stored a larger sparse model in flash and selected prompt-dependent expert subsets into DRAM, combining always-active shared weights, periodic expert reselection and task-dependent active capacity for on-device multimodal inference.

Scientific scope

IFPruning is an earlier Apple research method, not invented by this product family. Account describes family collaboration with Google but does not resolve per-method/person roles. Acquired delta is flash/DRAM prompt-routing and elasticity integration, not a model-size or privacy guarantee. September policy update is not backdated to June.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources