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Google is in talks with Marvell Technology to develop two custom AI inference chips, including a memory processing unit and an inference-optimized TPU. This move signals Google's strategic diversification of its chip supply chain, expanding beyond its primary partner Broadcom to address the rapidly growing demand and cost of AI inference workloads. The collaboration aims to enhance Google's competitive advantage in the burgeoning custom silicon market.

Intel and SambaNova's new heterogeneous AI inference platform combines GPUs/AI accelerators, SambaNova RDUs, and Intel Xeon 6 processors. Targeting a broad range of agentic workloads for H2 2026, it promises easy data center integration and competitive performance, aiming to challenge market leaders.

Quick Verdict: Meta's Bold Leap into In-House AI Silicon Meta is making a substantial play in the artificial intelligence landscape with the announcement of four successive generations of its in-house Meta Training and
The visionary co-founders behind popular apps Reface and Prisma have teamed up to launch Mirai, a new venture focused on significantly improving AI model performance directly on devices like smartphones and laptops. With a fresh $10 million seed funding, Mirai aims to revolutionize on-device AI inference.