AWS ML Blog
Overcoming LLM hallucinations in regulated industries: Artificial Genius’s deterministic models on Amazon Nova
•1 min read•
#llm#deployment#rag
Level:Intermediate
For:ML Engineers, Data Scientists, AI Product Managers
✦TL;DR
Artificial Genius, an AWS ISV Partner, has developed a solution using Amazon SageMaker AI and Amazon Nova to overcome LLM hallucinations in regulated industries by providing deterministic models that are probabilistic on input but deterministic on output. This approach enables safe and enterprise-grade adoption of LLMs in industries where accuracy and reliability are crucial, such as healthcare and finance.
⚡ Key Takeaways
- Artificial Genius's solution utilizes Amazon SageMaker AI and Amazon Nova to deliver deterministic models.
- The models are probabilistic on input but deterministic on output, reducing the risk of LLM hallucinations.
- This approach enables regulated industries to adopt LLMs while ensuring safety and reliability.
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