https://community.databricks.com/t5/announcements/accurate-safe-and-governed-how-to-move-genai-from-poc-to/m-p/69263#M95 <P>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.</P> <P>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.&nbsp;<STRONG><A href="https://www.databricks.com/blog/accurate-safe-and-governed-GenAI?utm_source=bambu&amp;utm_medium=social&amp;utm_campaign=advocacy" target="_blank" rel="noopener">Click here to read more!</A></STRONG></P> <P><STRONG>Take the next step with Databricks:</STRONG><BR /><A href="https://www.databricks.com/try-databricks?scid=7018Y000001Fi0MQAS&amp;utm_medium=paid+search&amp;utm_source=google&amp;utm_campaign=14272820537&amp;utm_adgroup=126939742998&amp;utm_content=trial&amp;utm_offer=try-databricks&amp;utm_ad=665885917821&amp;utm_term=databricks%20free%20trial&amp;gad_source=1&amp;gclid=Cj0KCQjwlN6wBhCcARIsAKZvD5gRisf-JfaWDmItxEAT1ndexYXqWqGBeRtvxwTnYRBfAav-zJVXR0gaAqLnEALw_wcB#account" rel="nofollow noopener noreferrer" target="_blank">Try our platform for two weeks</A><SPAN>&nbsp;</SPAN>on your choice of AWS, Microsoft Azure or Google Cloud.</P> <P><STRONG>Already a Databricks customer? Learn more:&nbsp;</STRONG><A href="https://www.databricks.com/blog/category/generative-ai" target="_blank" rel="nofollow noopener noreferrer">See all Generative AI posts</A></P> Fri, 17 May 2024 12:55:38 GMT Sujitha 2024-05-17T12:55:38Z https://community.databricks.com/t5/announcements/accurate-safe-and-governed-how-to-move-genai-from-poc-to/m-p/69263#M95 <P>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.</P> <P>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.&nbsp;<STRONG><A href="https://www.databricks.com/blog/accurate-safe-and-governed-GenAI?utm_source=bambu&amp;utm_medium=social&amp;utm_campaign=advocacy" target="_blank" rel="noopener">Click here to read more!</A></STRONG></P> <P><STRONG>Take the next step with Databricks:</STRONG><BR /><A href="https://www.databricks.com/try-databricks?scid=7018Y000001Fi0MQAS&amp;utm_medium=paid+search&amp;utm_source=google&amp;utm_campaign=14272820537&amp;utm_adgroup=126939742998&amp;utm_content=trial&amp;utm_offer=try-databricks&amp;utm_ad=665885917821&amp;utm_term=databricks%20free%20trial&amp;gad_source=1&amp;gclid=Cj0KCQjwlN6wBhCcARIsAKZvD5gRisf-JfaWDmItxEAT1ndexYXqWqGBeRtvxwTnYRBfAav-zJVXR0gaAqLnEALw_wcB#account" rel="nofollow noopener noreferrer" target="_blank">Try our platform for two weeks</A><SPAN>&nbsp;</SPAN>on your choice of AWS, Microsoft Azure or Google Cloud.</P> <P><STRONG>Already a Databricks customer? Learn more:&nbsp;</STRONG><A href="https://www.databricks.com/blog/category/generative-ai" target="_blank" rel="nofollow noopener noreferrer">See all Generative AI posts</A></P> Fri, 17 May 2024 12:55:38 GMT https://community.databricks.com/t5/announcements/accurate-safe-and-governed-how-to-move-genai-from-poc-to/m-p/69263#M95 Sujitha 2024-05-17T12:55:38Z