Anthropic expands partnership with Google and Broadcom for next-gen compute
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| Source: HN | Original article
Anthropic announced on Thursday that it is deepening its collaboration with Google and Broadcom to build a new generation of AI‑compute hardware. The three firms will jointly design custom ASICs that combine Google’s next‑generation Tensor Processing Units with Broadcom’s high‑bandwidth interconnects and packaging technology, aiming to cut training costs and boost inference speed for Anthropic’s Claude models. The partnership also includes a joint research lab that will explore software‑stack optimisations and a shared roadmap for scaling to petaflop‑level clusters.
The move matters because Anthropic has been courting alternative cloud providers after a series of costly deals with Microsoft and growing scrutiny over its cash burn. As we reported on April 6, the startup’s finances and developer goodwill were under pressure. By tapping Google’s cloud infrastructure and Broadcom’s chip expertise, Anthropic can diversify its compute supply chain, reduce dependence on any single vendor, and potentially offer more competitive pricing to enterprise customers. For Google, the alliance reinforces its strategy of bundling AI models with proprietary silicon, a tactic that has already been highlighted in the launch of Gemma 4. Broadcom, meanwhile, expands its foothold in the AI‑chip market beyond networking, joining rivals such as AMD and Nvidia in courting high‑profile AI workloads.
What to watch next are the timelines for hardware prototypes and the first benchmark results, which will indicate whether the new stack can deliver the promised efficiency gains. Analysts will also monitor how the expanded partnership influences Anthropic’s upcoming IPO filing and whether it prompts a shift in the competitive dynamics among OpenAI, Google and other cloud AI providers. A formal announcement of pricing or service‑level agreements from Google Cloud could further signal how quickly the collaboration will reach customers.
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