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DeepSeek affiliate company publicly disclosed a patent for deploying large language models, innovatively utilizing a distributed architecture: deploying the prefill and decode stages on high-performance computing and large-memory machines respectively. This method balances the load, reduces computational idle time, significantly lowering latency and increasing throughput. The patent highlights optimizations in system scalability and fault tolerance. Its MoE language model, DeepSeek-V3, has 671 billion parameters, with 37 billion parameters activated per token, which will promote the practical application of AI technology across industries. The core breakthrough lies in combining hardware resources effectively.

The Wanxi Tianmu 2.0 large model by Wanxi Technology ranked fourth in China on the SuperCLUE global list, and was jointly recognized with Huawei's PanGu T2V, demonstrating its technological strength in the field of video generation. The company also established an AI video large model laboratory with Huawei Cloud, integrating resources to explore digital creative applications and promote the intelligent development of the industry. This collaboration marks an innovative breakthrough of AI technology in the field of video content, which is expected to enhance user experience and lead the industry direction.

Ollama launches a desktop client, bidding farewell to the single command-line mode, supporting macOS system. The new version offers a graphical interface, multimodal recognition, and document drag-and-drop features, simplifying the model management process, and supporting local large language models such as Llama3. The client strengthens the advantages of local operation, ensures data privacy, and optimizes performance. The open-source community actively expands the ecosystem, with future plans to release cross-platform versions. This upgrade makes local AI tools more user-friendly, providing developers and general users with more diverse application scenarios.

The paper by Dr. Liang Wenfeng's team at DeepSeek in collaboration with Peking University has won the ACL 2025 Best Paper Award. This research proposes the Native Sparse Attention (NSA) mechanism, which achieves algorithm-hardware co-optimization through three parallel attention branches: compression, selection, and sliding. It improves the processing speed of long texts by 11 times and outperforms traditional full-attention models. NSA supports a context length of up to 1 million tokens, achieving an 11.6 times decoding speed improvement on 64k text, and a 27B parameter model demonstrates excellent performance on multiple benchmark tests.

Spotify executives revealed that they will use AI technology to create a smarter voice interaction experience. By analyzing user voice commands and song association data, the platform can provide more accurate personalized recommendations. The voice assistant currently supports basic English commands, and in the future, it will enable more complex interactive functions. Spotify also uses AI to accelerate internal product development and improve operational efficiency. Despite having 276 million paid users (a 12% increase year-over-year), the stock price fell by 10% due to revenue not meeting expectations. The company is driving business development through AI technological innovation.

CAS-SIAT's HYPIR model restores 8K images in 1.7s with advanced text reconstruction, outperforming traditional methods through optimized algorithms. Applied in photo restoration and heritage conservation.....

Netflix has for the first time extensively applied AI technology in the Argentine science fiction series 'Eternals,' using AI to assist with special effects scenes such as building collapses, significantly increasing production efficiency by ten times. The company's CEO, Reed Hastings, emphasized that AI can enhance creative quality, not just reduce costs. The series includes 2000 visual effects shots, and AI technology allows projects with smaller budgets to achieve high-level special effects. Despite industry controversy over AI (such as the Hollywood strike opposing its use), Netflix continues to explore the application of AI in pre-visualization and shot planning. In addition to special effects,

Wang Xingxing, founder of Unitree Tech, stated at the AI Women's Elite Forum that the humanoid robot industry is experiencing explosive growth, with Chinese manufacturers achieving 50%-100% growth in H1. He highlighted the integration of general AI and robotics as a key trend, noting significant progress in code generation, where AI success rates now exceed 90%. Wang likened AI's productivity impact to the electricity revolution, calling this a f....

At the 2025 World Artificial Intelligence Conference, Banma Zhihang partnered with Tongyi and Qualcomm to launch a terminal-side multimodal large model solution called Yuanshen AI. Based on the Qualcomm 8397 platform, it achieves a 90% perception-decision-execution loop in intelligent cockpits. The solution offers offline fast response and privacy protection advantages, enabling features such as automatic air conditioning adjustment and music recommendations. It has already been implemented in cooperation with automakers like Zhiyi and Rongwei, promoting the development of automotive intelligence.

Shengshu Technology launched the Vidu Q1 Refiner video feature at WAIC 2025, revolutionizing the video production process. This feature allows users to upload reference images along with text prompts to directly generate videos, simplifying the traditional production workflow. It supports up to seven subjects simultaneously while maintaining consistency. It uses the U-ViT architecture combined with diffusion model technology to address commercial subject consistency issues. Meanwhile, the company has collaborated with Tsinghua University to introduce the embodied intelligence model Vidar, enabling low-cost robot action conversion through a video large model. The company is still focusing on improving...

At the 2025 World Artificial Intelligence Conference (WAIC), Baidu presented multiple innovative achievements and latest developments in the field of artificial intelligence. During the conference, Baidu announced that its Apollo Go, PaddlePaddle Deep Learning Platform, and Baidu Intelligent Computing Cluster have been selected for the China Artificial Intelligence Industry Innovation Exhibition. Among them, Apollo Go not only exhibited as an item but also served as a shuttle vehicle for the conference, demonstrating the mature application of its autonomous driving technology. Currently, Apollo Go has provided over 11 million travel services worldwide, with safety driving mileage exceeding 1

Elon Musk's xAI collected facial data from 200+ employees via Project 'Skippy' to train AI model Grok on emotion recognition, sparking privacy concerns. Employees recorded videos under permanent usage agreements. Meanwhile, xAI's virtual characters Ani/Rudi raised ethical debates over explicit content.....

Google introduces the Gemini 2.5 AI conversational image segmentation feature, allowing users to analyze image content accurately through natural language instructions. This technology overcomes traditional segmentation limitations, enabling understanding of complex semantic instructions, including relational queries, logical commands, and abstract concept recognition, and supports multilingual prompts. Application scenarios include image editing, workplace safety inspections, and insurance claims. Developers can directly call this feature via API, with results including coordinates, pixel masks, and other data. Google recommends using specific model parameters for optimal performance.

On July 22, Tencent HuanYuan announced that its self-developed ASR (Speech Recognition) large model has been officially applied to the ima platform, achieving voice input functionality on mobile app interfaces for the first time, offering users a convenient experience of 'speaking fluently'. Users can now directly input questions or record inspirations through voice, without manually typing on the keyboard, greatly improving input efficiency. Tencent HuanYuan's ASR large model stands out with its keen auditory perception and intelligent understanding capabilities, accurately recognizing speech even in complex environments, capable of recognizing 300 words per minute, which is faster than

AMD and Tensorstack jointly launch AI image generation software Amuse 3.1, optimized for devices equipped with Ryzen AI XDNA2NPU. The new version significantly improves image quality and reduces memory usage, allowing SD3.0 medium models to run on 24GB RAM laptops. The software uses a no-subscription model, offering free use for individual users and small businesses. Key features include fast image iteration adjustments, local offline generation, and image resolution doubling through XDNA2NPU technology.

Alibaba's Qwen3-235B-A22B-Instruct-2507-FP8 update features non-thinking mode and 256K context length. Open-sourced on ModelScope/HuggingFace, enhancing complex AI tasks and text generation.....

Startup Pig.dev has abandoned its AI-powered Windows desktop agent initiative and is now focusing on developing the AI cache system Muscle Mem, aiming to address efficiency issues in AI agents handling repetitive tasks. This shift has drawn industry attention as it addresses a core challenge in AI automation. YC partners have advised focusing on browser or operating system automation, similar to the company Browser Use, which is also exploring web-based AI agent solutions. Although Microsoft has already entered this field, Pig's case demonstrates that the practical application of AI requires balancing technology with market demands.

Chinese humanoid robot company Yushu Technology has initiated A-share listing tutoring, with CITIC Securities as the tutoring institution. The company became popular after appearing in the Spring Festival Gala, and recently won the WIPO Global Award, becoming the only Chinese company to win the award. It has completed share reform and increased its capital to 364 million yuan, having received investments from well-known enterprises such as Geely and Tencent. A-shares companies that indirectly participate in Yushu Technology have shown strong stock performance, with an average annual increase of over 18%, indicating market confidence in the humanoid robot industry.

NVIDIA's Canary-Qwen-2.5B sets a 5.63% WER record on Hugging Face OpenASR. This CC-BY licensed model combines FastConformer encoder with Qwen3-1.7B LLM decoder for efficient speech-to-text and NLP. Supports multi-GPU deployment for cloud/edge applications.....

Lanxin Tech unveiled 'Lanxin Jiugong AI Energy Model' at the Chain Expo, featuring core technologies like a time-series prediction engine with 90% accuracy and an AI agent engine for real-time monitoring and strategy generation, now applied in Guangdong, Shandong, and Zhejiang.....