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  1. Story1 reports · 1 facts

    Liu Rui proposed that AI assistants will move from passive response to proactive service

    On October 28, 2026, Leiphone reported that Liu Rui, the first director of Huawei's Xiaoyi Large Model Application Laboratory, proposed that AI assistants should move away from the chat box and shift from passive response to proactive service. According to the report, the conversational photo-editing technology he had previously failed to get approved as a project at SenseTime was unveiled at the 2025 Huawei Mate 80 launch event; the laboratory also launched the Aura streaming video understanding model, which supports real-time video interaction and proactive service, as well as the open-source image generation foundation model Boogu. Liu Rui believes that the biggest bottleneck at present is still insufficient model capability.

    On October 28, 2026, Leiphone reported that Liu Rui, the first director of Huawei's Xiaoyi Large Model Application Laboratory, proposed that AI assistants should move away from the chat box and shift from passive response to proactive service. According to the report, the conversational photo-editing technology he had previously failed to get approved as a project at SenseTime was unveiled at the 2025 Huawei Mate 80 launch event; the laboratory also launched the Aura streaming video understandin

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Sunday

  1. Story1 reports · 1 facts

    gpu-unlock 1.0.0 provides FP/BF16 unlock for Nvidia 3000 series

    The open-source project gpu-unlock 1.0.0 provides an FP/BF16 instruction issue rate unlock for Nvidia 3000 series graphics cards. According to a report dated October 24, 2026, this Linux kernel module can complete the unlock before the NVIDIA driver binds to the graphics card, doubling the FP/BF16 FMA instruction issue rate of GA102, GA103, GA104, and GA106 graphics cards to bring them to professional-card levels, thus eliminating the need to manually patch after every driver update. In measured tests, the RTX 3090 Ti's BF16 rose from 87.50 TFLOPS to 157.41 TFLOPS, FP16 from 87.46 to 118.39 TFLOPS, and TF32 from 42.58 to 82.61 TFLOPS. Subsequent reports stated that the tool lifts the restriction by rewriting the speed select register, with no need to flash the VBIOS or modify the driver; the RTX 3090 Ti's BF16 improves by about 80%, ComfyUI image generation throughput improves by 56% to 59%, and the RTX 3090's prompt prefill throughput under vLLM improves by about 33%, but the Decode stage of per-token generation sees almost no improvement due to VRAM bandwidth limits. This modification is not officially supported by Nvidia, and you must bear the power consumption, cooling, and warranty risks yourself.

    The open-source project gpu-unlock 1.0.0 provides an FP/BF16 instruction issue rate unlock for Nvidia 3000 series graphics cards. According to a report dated October 24, 2026, this Linux kernel module can complete the unlock before the NVIDIA driver binds to the graphics card, doubling the FP/BF16 FMA instruction issue rate of GA102, GA103, GA104, and GA106 graphics cards to bring them to professional-card levels, thus eliminating the need to manually patch after every driver update. In measured

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  2. Story1 reports · 1 facts

    Alibaba Cloud Model Studio Token Plan Personal Edition offers a Lite package

    Alibaba Cloud Model Studio Token Plan Personal Edition offers a Lite package at a regular price of 60 yuan/month, with a limited-time discounted price of 39 yuan/month, including 11,500 Credits per month and supporting 1-2 concurrent Agents. This package covers models for text generation, image generation, video generation, speech recognition, and real-time voice conversation; the quota is calculated by subscription month and does not roll over. After it is used up, users can purchase a usage pack of 100 yuan/month containing 20,000 Credits, and can hold up to 5 at the same time. Currently, only the China North 2 (Beijing) region is supported. The related report was published on October 23, 2026, and there are no subsequent developments at this time.

    Alibaba Cloud Model Studio Token Plan Personal Edition offers a Lite package at a regular price of 60 yuan/month, with a limited-time discounted price of 39 yuan/month, including 11,500 Credits per month and supporting 1-2 concurrent Agents. This package covers models for text generation, image generation, video generation, speech recognition, and real-time voice conversation; the quota is calculated by subscription month and does not roll over. After it is used up, users can purchase a usage pa

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Monday

  1. Story1 reports · 1 facts

    Canva's first self-developed image model ranks second on DesignArena

    Canva has launched Canva Craft, its first self-developed frontier image model, and it ranks second on the DesignArena image generation leaderboard, behind only OpenAI. The model consists of two parts: a planner and a renderer. The planner first writes out a composition plan, and the renderer then draws it at up to 2K resolution and in more than 30 aspect ratios. Because the layout and text are determined before rendering, editing a single element changes only that element. There is currently no information on further developments.

    Canva has launched Canva Craft, its first self-developed frontier image model, and it ranks second on the DesignArena image generation leaderboard, behind only OpenAI. The model consists of two parts: a planner and a renderer. The planner first writes out a composition plan, and the renderer then draws it at up to 2K resolution and in more than 30 aspect ratios. Because the layout and text are determined before rendering, editing a single element changes only that element. There is currently no

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