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Apple Rolls Out 20B On‑Device AI and Private Cloud GPU Partnership

Apple’s sparse 20‑billion‑parameter on‑device model runs from NAND on high‑end Apple silicon with the top cloud tier using NVIDIA GPUs in Google Cloud under confidential compute.

Enterprises Split Between Structural RAG Fixes and Persistent KV Caches

Nous Research Details Hermes Agent as an Open‑Source, On‑Prem Assistant That Learns Over Time

GitHub Patches Critical Git Push RCE as Wiz Warns Most Enterprise Servers Remain Exposed

RAG Enters Production With Data Engineering Playbooks and a Practical PDF Chat Build

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