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MirageLSD, the world's first AI real-time video conversion model with 40ms latency, enables instant scene/outfit changes via gestures. Applied in gaming/livestreaming, its LSD model uses Diffusion Forcing to eliminate long-generation errors.....

Google launched Veo3 API for text-to-video & audio generation, but costs are high ($0.75/s for 720p). Used in gaming cinematics & 3D modeling. Faster 'Veo3Fast' mode not yet API-accessible. Requires Gemini API & Google Cloud subscription.....

Baidu AI Assistant introduces 'Video Call' feature, enabling real-time video chats via Baidu APP. It covers four scenarios: object/insect identification, styling advice, pet behavior analysis, and emotional support, with dialect recognition for elderly users. This upgrade transforms AI from a tool to a smart life companion.....

Canadian ATV riders lost in Mabou Forest for 5 hours used ChatGPT for real-time navigation with weak signals. The AI analyzed GPS coordinates and terrain to guide them safely, demonstrating AI's potential in outdoor rescue.....

The neighborhood social application Nextdoor has launched a major update with three new features: local news aggregation (collaborating with 3,500 local media outlets), real-time safety alerts (weather, traffic, and disaster warnings), and AI-powered Faves recommendations (personalized local service suggestions generated based on 15 years of neighborhood data). The platform aims to address previous issues with incorrect information by improving content quality and timeliness to revitalize user engagement. CEO Tolia emphasized that its core advantage lies in digital neighborhood reputation, which is a unique value that other platforms cannot replicate.

On July 11, PixVerse AI video creation platform, which has surpassed 60 million global users, announced a major feature upgrade — the addition of the 'Multi-Keyframe Generation' function in the Start-End Frame module. This marks a new stage in AI video creation, transitioning from the generation of single segments to narrative expression. Users can now upload up to 7 images as keyframes via the web version's start-end frame feature, and the AI will automatically analyze the semantic relationships between frames, intelligently building smooth action and scene transition paths. This technological breakthrough enables static images to be presented dynamically.

Meta and Berkeley developed StreamDiT for real-time AI video generation: 1) 16fps 512p on single GPU, 4B-param model creates 1-min videos with live edits; 2) Novel buffer enables parallel processing (2 frames/0.5s) with 8-step optimization; 3) Trained on 3K HD videos + 2.6M dataset; 4) Outperforms rivals in motion smoothness, 30B-param version shows quality potential; 5) Enables interactive video despite transition flaws.....

Google DeepMind open sources the GenAI Processors Python library, helping developers build efficient generative AI workflows. The library supports asynchronous processing of multimodal data and optimizes Gemini API application development, significantly reducing latency in real-time applications. Core features include a modular Processor interface, streaming API design, and concurrency optimization, enabling rapid development of real-time applications such as intelligent assistants. Currently only supports Python, but with an open community contribution model, future plans include expanding functionality to cover more scenarios.

Shanghai Jiao Tong University and DP Technology's X-Master AI system set a 32.1 record in the HLE test, featuring tool-enhanced reasoning and multi-agent collaboration for biomedical breakthroughs.....

A major breakthrough has emerged in the AI video field — Vidu Q1 video model, launched by Shengshu Technology, officially released the Reference Generation feature, offering a revolutionary experience where video material can be generated from imagination in one step, redefining the technical boundaries and production efficiency of content creation. In traditional video production processes, creators have to go through complex steps such as script writing, character design, storyboard drawing, real scene shooting, and post-production editing, and the creation of a short film often takes several weeks or even months. The release of the Reference Generation feature in Vidu Q1 has completely broken this established model. Users

PolyU & OPPO developed DLoRAL, a video super-resolution framework using dual LoRA: CLoRA for temporal consistency and DLoRA for spatial details. Its two-stage training balances quality and speed (10× faster inference), with open-source code/models available. Limited in tiny text recovery but promising for real-time applications.....

Hong Kong Polytechnic University and OPPO Research Institute jointly released the open-source video super-resolution framework DLoRAL, which generates high-definition videos in one step using diffusion models. The framework adopts a dual LoRA architecture: C-LoRA maintains temporal consistency between frames, while D-LoRA enhances spatial details. Through a two-stage training strategy, it optimizes temporal coherence and high-frequency information. Compared to traditional methods, DLoRAL improves inference speed by 10 times while maintaining smoothness, significantly enhancing image details, and providing an efficient open-source solution for video HD enhancement.

Glass, an open-source AI assistant by Pickle, gained popularity for its invisible design and real-time processing. It captures screen/audio to organize notes without disrupting workflow, prioritizing privacy. Available for macOS (Windows/Linux planned), it's Apache2.0 licensed with 1.8k GitHub stars. Future plans include 'digital clone' expansion.....

Ziyuan's robot Lingxi X2-N features dual-mode design: wheeled for mobility and legged for obstacle-crossing, carrying 6kg. It adapts to complex terrains with excellent balance and load capacity.....

Bilibili focuses on video podcasting, launching 'Project H' AI tool for audio-to-video conversion. Support includes traffic boost, free recording spaces, and AI tools. The tool converts 1k words to video in 6 mins (target: 3 mins), with positive test feedback.....

Google's Gemini CLI adds audio/video processing, Markdown support & privacy features. With 85 improvements by 51 contributors, it now supports VSCodium/Neovim, upgraded to Ink6/React19, offering free million-token access under Apache2.0 license.....