AI Search opens with visual and spatial systems, including Marigold V2 for image-derived depth and surface information, UniMate for animating unusual character skeletons, LingBot World 2 for interactive world generation and two systems for editable three-dimensional reconstruction. The roundup also covers AlphaGenome Atlas, presented as a public resource for predicting the effects of billions of single-letter human-genome variants.
AI Search reports benchmark and efficiency claims for DeepSeek 4.1 Flash, while acknowledging that some leaderboard placements were not yet official and that competing evaluations differed. A separate EdgeZero segment describes streaming mixture-of-experts components to fit larger models into limited memory, and the RealSWE discussion presents a private-code benchmark as a more realistic but still benchmark-specific test of software agents.
The mathematics segment describes OpenAI's reported use of 10,000 concurrent agents on a forced, viscous formulation related to Navier-Stokes singularities. AI Search explicitly distinguishes that narrower result from the unforced Navier-Stokes Millennium Prize problem, which the video says remains unsolved.
The remaining stories span a Tencent speech-generation and editing system, Suno V6 and YuE2 music generation, robot foundation models and motion retargeting, a small language model and ChatGPT for financial services using GPT-6 Astra. AI Search demonstrates or relays capabilities without independently reproducing every cited result.
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