<p>➀ OpenAI's o1 has revolutionized the AI field with its general reasoning capabilities;</p><p>➁ The shift from 'training scaling' to 'inference scaling' has prompted a rethinking of resource allocation and hardware choices;</p><p>➂ SambaNova's RDU offers a superior alternative to GPUs for big model inference with its dynamic dataflow architecture;</p><p>➃ SambaNova's SN40L provides performance advantages over GPUs with its high HBM utilization and operator fusion capabilities;</p><p>➄ The dataflow architecture is gaining popularity in the AI chip industry as it supports parallel processing and improves performance;</p><p>➅ SambaNova's RDU is a strong competitor to NVIDIA's GPUs, offering faster inference speeds and lower infrastructure costs for large language models.</p>