➀ OpenAI's o1 has revolutionized the AI field with its general reasoning capabilities;

➁ The shift from 'training scaling' to 'inference scaling' has prompted a rethinking of resource allocation and hardware choices;

➂ SambaNova's RDU offers a superior alternative to GPUs for big model inference with its dynamic dataflow architecture;

➃ SambaNova's SN40L provides performance advantages over GPUs with its high HBM utilization and operator fusion capabilities;

➄ The dataflow architecture is gaining popularity in the AI chip industry as it supports parallel processing and improves performance;

➅ SambaNova's RDU is a strong competitor to NVIDIA's GPUs, offering faster inference speeds and lower infrastructure costs for large language models.