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  5. MIT Tech Review

    Are we overly reliant on AI's refusal capability?

    A MIT Tech Review article points out that AI's refusal mechanism has become the core of AI safety, but this mechanism is unreliable. Anthropic proposed in 2021 that large language models should be helpful, honest, and harmless; today models are trained to refuse a large number of prompts, but the refusal mechanism is probability-based and can still be bypassed, and some users have already attempted to use advanced AI to research biological pathogens and autonomous drone swarms.

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    #tech-media#Safety / alignment#OpenAI#Anthropic
  10. Huxiu

    Data centers cluster in Ulanqab: Direct supply from the West Inner Mongolia power grid and Inner Mongolia's power surplus

    The delivered electricity price for data centers in Ulanqab is about 0.358 yuan/kWh, 0.442 yuan lower than Beijing. A single AI accelerator card saves about 2,700 yuan per year, and a 10,000-card cluster saves about 27 million yuan per year. The article argues that the low electricity price comes from the West Inner Mongolia power grid, as a provincial-level independent grid, allowing dedicated-line direct supply between data centers and power plants and exempting transmission and distribution tariffs, rather than from wind and solar resources themselves. Combined with Inner Mongolia's surplus capacity of more than 100 GW of wind power and about 130 GW of coal power as of the end of 2025, the region has already built or planned 89 data centers, with confirmed computing capacity of 15 GW. This institutional cost advantage is difficult for other computing hubs to replicate.

    The delivered electricity price for data centers in Ulanqab is about 0.358 yuan/kWh, 0.442 yuan lower than Beijing. A single AI accelerator card saves about 2,700 yuan per year, and a 10,000-card cluster saves about 27 million yuan per year. The article argues that the low electricity price comes from the West Inner Mongolia power grid, as a provincial-level independent grid, allowing dedicated-line direct supply between data centers and power plants and exempting transmission and distribution t

    Matched fieldsBody

    #hot-signal#English text is being prepared.#English text is being prepared.#English text is being prepared.

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