Introducing Ling-3.2-flash, Ant Ling's native multimodal model: 560B total / 25B active parameters.

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Stronger complex visual understanding, long-horizon multimodal agents, 3D understanding & interaction, and medical intelligence. Outscores Opus 5 (max) in release evaluations: - OmniDocBench1.5: 92.21 vs 90.56 - ZEROBench(Sub): 43.71 vs 39.52 - Vision2Web: 85.86 vs 80.20 Demo: Multi-agent collaboration Ling-3.2-flash coordinates specialist agents using shared context to turn Q2 financial data into an analysis report, a six-slide board deck and a highlights video, then refines the deliverables in response to user feedback.

Demo: Frontend design & professional tools Ling-3.2-flash turns visual intent into responsive frontends with animation, operates Blender through UI actions and parameter changes, and turns engineering drawings into 3D models for the web.

Demo: 3D scenes from 2D references From one 2D reference image, Ling-3.2-flash recreates game and simulation assets. It inspects headless renders of material spheres, compares roughness, normal maps and bump detail, and iteratively refines scripts for high-fidelity results. Demo: Documents into deliverables …

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