Amazon’s Hybrid AI Safeguarding Approach Spurs Rules-Checking Prompts That Catch AI Hallucinations And Keep LLMs Honest
Dec 06, 2024 - forbes.com
The article discusses the use of hybrid AI, also known as neuro-symbolic AI, to detect and curtail AI hallucinations and ensure AI abides by business policies. The author explains how generative AI can be used to derive business rules from written policies, which can then be used to guide the AI's responses and catch potential errors. The author also provides a step-by-step guide on how to implement this process using prompts and prompt engineering techniques. The article also mentions Amazon AWS's newly released "Automated Reasoning" feature, which offers similar functionality built directly into the generative AI.
Key takeaways:
Hybrid AI, also known as neuro-symbolic AI, can be used to detect AI hallucinations and ensure AI abides by business policies. It combines sub-symbolic AI and symbolic AI to create a more reliable and safe AI system.
Generative AI can be used to create business rules based on written business policies, which can then be used to guide the AI's responses and catch potential AI hallucinations.
Amazon AWS has released a new feature called "Automated Reasoning" that uses a similar process to the one described above, but is built directly into the AI system, making it more reliable and less dependent on prompts.
The author believes that hybrid AI and neuro-symbolic AI are the future of AI, as they combine the strengths of both sub-symbolic and symbolic AI to create a more robust and reliable system.
