So this is a very strong pro-edge AI guideline in our cabinet level guideline for Gen AI use in public sector. And as a direct result, the investment on hardware will increase because then each intranet will have to have its own compute resources for inference and quantized fine-tuning. And I understand that OpenAI is more on the supporting fundamental research with GPT-3 as well as kindly allowing GPT-4 to be distilled way, like this alerted to main touch point for you to engage the local LLM community.

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