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OpenAI's first custom chip "Jalapeño" reportedly beats Nvidia's Blackwell and Rubin in inference benchmarks
AI InsightOpenAI unveiled its first deep learning inference chip, Jalapeño, and benchmarked it at the Hot Chips conference. The results showed that Jalapeño outperformed Nvidia's Blackwell and Rubin in terms of throughput and energy efficiency. SemiAnalysis CEO Dylan Patel said it was a dark horse that beat Nvidia on its first chip.NVIDIA Vera Rubin and Blackwell Set a New Standard for Agentic AI Performance per Watt
AI InsightNVIDIA Vera Rubin and Blackwell set a new standard for AI performance per watt for intelligent agent AI. According to OpenRouter reports, the average number of tokens per request quadrupled, indicating an increase in intelligent agent AI's reasoning, tool invocation, sub-agent coordination and context passing capabilities.这件事值得关注，因为它反映了智能代理人人工智能的快速发展和对高性能计算的需求。