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Accurate, Safe and Governed: How to Move GenAI from POC to Production

Sujitha
Databricks Employee
Databricks Employee

In the realm of AI, achieving accuracy is paramount. The publication delves into techniques for refining models to ensure they reliably deliver precise outcomes in real-world scenarios. It covers methodologies such as continuous monitoring, data augmentation, and fine-tuning to enhance accuracy and address potential performance gaps.

Safety is another critical consideration in deploying AI systems. The text explores methodologies for mitigating risks associated with AI, including bias detection and mitigation, robustness testing, and fail-safe mechanisms. By prioritizing safety measures, organizations can instill confidence in their AI applications and foster trust among stakeholders. Click here to read more!

Take the next step with Databricks:
Try our platform for two weeks on your choice of AWS, Microsoft Azure or Google Cloud.

Already a Databricks customer? Learn more: See all Generative AI posts

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