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6. Discussion

6.1 Why VMS‑K85 Performs Well

• Parameter richness: The 85 knobs allow systematic exploration of the data manifold, avoiding over‑concentration in narrow sub‑spaces.
• Cross‑modal consistency: Shared random seeds across modalities ensure that correlated visual‑acoustic scenarios (e.g., a car honking in an urban street) are realistic, benefiting multimodal learning.
• Community extensibility: KARINA modules enable incorporation of high‑fidelity physics simulators (e.g., finite‑element cardiac models) that would otherwise be infeasible to encode manually.

Conclusion

The Rise of 3D Modeling and Custom Sets

• File format: Compatible with popular 3D software (e.g., Blender, Maya, 3ds Max)
• Polygon count: Optimized for performance and detail
• Textures and materials: High-resolution, realistic textures and materials