The benefits of multimodal AI training include:

1. Improved accuracy: by combining multiple sources of information, models can make more informed decisions
2. Increased robustness: multimodal models can be more resistant to noise, outliers, and other sources of error
3. Enhanced interpretability: multimodal models can provide insights into the relationships between different modalities
4. Broader applicability: multimodal models can be applied to a wide range of domains and tasks