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cerebras

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hot_img Cerebras releases the fourth generation AI inference system CS-4: performance doubled, power consumption doubled, more flexible deployment

Cerebras released its fourth-generation AI inference system CS-4 this week, based on the same 5nm WSE-3 wafer, achieving double the performance by doubling the clock frequency and power consumption. A single CS-4 cabinet accommodates 3 wafers (CS-3 has 2), featuring a modular "backpack" design that simplifies manufacturing and deployment, with a TDP of approximately 125 to 135kW. The CS-4 can provide an inference speed of nearly 4000 tokens/second/user, about twice that of the CS-3, and supports decomposed inference with heterogeneous systems such as AMD and AWS Trainium.Cerebras claims that the CS-4 offers about 2000 times the on-chip memory bandwidth of NVIDIA's Rubin (43PB/s), but the 44GB SRAM capacity remains unchanged, and long-context inference still requires multi-wafer stacking. For example, with the DeepSeek V4 Pro (1.6T parameters), approximately 20 systems are needed for a 1M context window, and about 40 systems are required for 256 concurrent users, corresponding to a CAPEX exceeding 20 million USD. Cerebras is collaborating with clients such as OpenAI and plans to achieve approximately double performance improvements each year, aiming for a 20-fold throughput increase by 2027. The "backpack" cabinet design of the CS-4 will continue into the next-generation "Nexus" platform.

Cerebras goes public, igniting the AI capital market, and the investment firm involving Trump's son emerges

American AI chip company Cerebras Systems officially landed on Nasdaq, becoming the largest IPO globally since 2026, raising approximately $5.55 billion, with a peak increase of 108% during trading, and a closing market value of $67 billion on its first day.The company focuses on wafer-scale giant AI chip architecture and is seen as a significant competitor challenging Nvidia's GPU dominance, having received support for computing power orders from several AI companies, including OpenAI. Notably, the investor list includes 1789 Capital, which is involved with Donald Trump Jr. This institution has participated in two rounds of financing for Cerebras since 2025 and has continued to increase its investment in subsequent financing rounds.Cerebras completed multiple rounds of financing before its IPO, with its valuation rising to $23 billion at one point, attracting participation from several institutions and industry capital, including Benchmark, Fidelity, and AMD, forming a diverse shareholder structure covering Silicon Valley and Wall Street. Analysts point out that this IPO not only marks an important milestone in the AI chip sector but also further amplifies the trend of capital concentration in the AI infrastructure field, while the involvement of politically connected investment institutions adds more market and public attention to the deal.
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