2026年03月25日 10:19:34
More importantly for this post: the reasoning region maps almost perfectly onto where the RYS heatmaps show improvement. The layers that can be profitably duplicated are the layers where the model is thinking in its universal internal language. The layers that can’t be duplicated (the blue walls in the heatmaps) are the encoding and decoding boundaries. This isn’t a coincidence. If a layer is operating in a format-agnostic space, its input and output distributions are similar enough that you can loop back without catastrophic distribution mismatch. If a layer is doing format-specific work, looping back means feeding decoded representations into a layer that expects abstract ones, or vice versa.
，这一点在whatsapp网页版中也有详细论述
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Автор: Андрей Шеньшаков
首先，经常性收入的持续性存疑。当前大模型行业价格战已从消费级延伸至企业级，OpenAI今年已多次下调接口价格，谷歌Gemini企业版定价较Claude低约30%，Anthropic依靠高端产品维持的高客单价能持续多久仍是变数。