In December, AWS unveiled Amazon Nova, a new generation of multimodal AI models (text, image, video) integrated with Bedrock. Fast, inexpensive, flexible... But the other innovation not to be missed, and less publicized, is automated reasoning.
What is automated reasoning?
Rather than relying solely on a non-deterministic LLM, we translate complex documents (HR policy, access to resources, repayment conditions, etc.) into mathematically verifiable logical rules. The result? An AI that no longer simply "guesses", but can prove and explain its answers.
Concrete benefits :
- Increased reliability less hallucinations, decisions based on formal rules.
- Explainability Each answer can be justified.
- Reproducibility same conditions, same data, same results.
- Internal transparency conversion of complex internal policies into verifiable logic, for greater consistency and control.
In brief
We're moving from an AI that "guesses" to one that "proves" what it says. This combination of LLM and automated reasoning offers a more robust and transparent framework, essential for sensitive or regulated use cases.
#AWS #Innovation #IA #AutomatedReasoning #LLM #ExplainableAI
