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Google in Talks with Marvell to Build New AI Chips, The Information Reports

Google is adding a third design partner as it shifts TPU spending toward inference, a market projected to grow 45% in 2026, the report said.

  • Google is in talks with Marvell Technology to develop two new chips for running AI models, according to The Information. One is a memory processing unit; the other is a new Tensor Processing Unit built specifically for inference.
  • The strategy focuses on diversification rather than substitution, allowing Google to avoid depending on a single supplier. Adding Marvell to a supply chain that already includes Broadcom and MediaTek reduces pricing and supply risk.
  • Inference has become the dominant compute cost as AI products reach hundreds of millions of users. Unlike training, which is a one-time event, inference runs continuously, scaling costs with user demand.
  • For Marvell, a successful contract would validate its position as a top custom AI chip designer. Marvell's stock rallied approximately 50% year to date, with a 30% gain in April following the talks.
  • The custom ASIC market is projected to grow 45% in 2026 and reach $118 billion by 2033. Google aims to build millions of Ironwood TPU units this year to meet demands in this expanding sector.
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Reuters broke the news in United Kingdom on Sunday, April 19, 2026.
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