According to an AWS blog post, Artificial Genius, an AWS ISV Partner, is utilizing Amazon SageMaker AI and Amazon Nova to address the challenge of large language model hallucinations in regulated industries. The company’s approach aims to deliver a solution that is probabilistic on input but deterministic on output, which is designed to enable safer enterprise-grade adoption of AI technologies.
The initiative specifically targets regulated industries where accuracy and reliability are critical concerns when deploying AI systems. By combining Amazon’s AI infrastructure with Artificial Genius’s deterministic modeling approach, the solution seeks to reduce the unpredictability often associated with LLM outputs while maintaining the flexibility needed for processing varied inputs. This hybrid approach represents an effort to balance the innovative capabilities of generative AI with the stringent requirements of enterprises operating under regulatory oversight.