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    Yan AI

    Unlocking the Potential of Interactive Video with Yan AI In an era where multimedia consumption continues to skyrocket, the demand for innovative and highly adaptable content creation tools has never ...

    AI Research Team
    August 21, 2025
    4 min read
    Featured image for Yan AI

    Unlocking the Potential of Interactive Video with Yan AI

    In an era where multimedia consumption continues to skyrocket, the demand for innovative and highly adaptable content creation tools has never been higher. Meeting this demand is Tencent's Yan AI, a groundbreaking foundational framework engineered to enhance interactive video generation. Yan AI's capabilities extend beyond traditional video processes by integrating simulation, generation, and editing into a cohesive, real-time workflow. This technology holds the promise of revolutionizing media, entertainment, and other creative industries.

    Transformative Simulation with AAA-Level Capabilities

    Yan AI's simulation prowess stems from its AAA-level simulation module, leveraging a sophisticated 3D Variational Autoencoder (3D-VAE). This module employs a KV-cache-based shift-window denoising inference process, crucial for achieving real-time interactive simulation at 1080p and 60 frames per second. Key functionalities include:

    • High-Fidelity Video Simulations: Delivers seamless, detailed imagery for interactive scenarios.
    • Lag-Free Experience: Maintains performance with low latency, crucial for live, interactive content.

    Multi-modal Generation Unlocking Creative Freedom

    The multi-modal generation capability of Yan AI sets it apart, characterized by its hierarchical autoregressive caption method. This method injects domain-specific knowledge, such as game mechanics, into video diffusion models (VDMs) for real-time, action-controllable video generation. With it, creators can:

    • Blend Textual and Visual Inputs: Use user-specified prompts to craft unique, thematic videos.
    • Create Interactive, Infinite Content: Supports continuous user interaction to enhance content depth and richness.

    Dynamic Video Editing with Multiple Granularity

    Yan AI redefines video editing by separating interactive mechanics from visual rendering. This design enables dynamic content customization through text-based editing at various interaction levels. Highlights include:

    • Real-time Edits: Make style and content adjustments on-the-fly during video playback.
    • Multi-level Customization: Provides granular control over video elements tailored to user preferences.

    The technical foundation behind Yan AI involves a visual encoding mechanism conditioned on noisy latent inputs complemented by KV caching for memory efficiency. These are processed through a denoising diffusion transformer, enabling the generation of subsequent video frames interactively.

    While Yan AI delivers groundbreaking features for interactive video production, its commercial availability remains limited. Currently focused on research and development by Tencent, Yan AI does not yet have publicly available pricing or subscription options, signaling its primary orientation towards research applications at this time.

    Yan AI represents a leap in AI-driven content creation, unlocking new possibilities for interactive media. For those looking to explore how such technology can be integrated into their projects, Automated Intelligence offers personalized assistance to guide you through these innovations. Embrace the future of content creation with expert support and discover how interactive video can transform your ideas into reality.

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