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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Best workflow to generate UGC-style product videos from 1M product photos with LTX 2.3 on NVIDIA DGX Spark?

    A user is seeking advice on an efficient workflow to generate user-generated content (UGC)-style product videos from a catalog of one million product photos. The goal is to create short, realistic videos with simple motion for advertising or product testing, ideally within 15 minutes per video. The user has access to an NVIDIA DGX Spark and is exploring options like LTX 2.3 and ComfyUI, considering factors such as workflow structure, generation settings, pipeline design, and long-term operational stability. AI

    IMPACT This query highlights the challenges and considerations for scaling AI-powered video generation for e-commerce and product marketing.