Home icon

Minimize AI hallucinations and deliver up to 99% verification accuracy with Automated Reasoning checks: Now available

AWS News Blog



AWS has announced the general availability of Automated Reasoning checks in Amazon Bedrock Guardrails, a new feature designed to minimize AI hallucinations and validate content generated by foundation models.

  • Uses mathematical logic and formal verification to validate AI response accuracy
  • Delivers up to 99% verification accuracy
  • Supports processing large documents up to 80K tokens
  • Enables automated scenario generation and policy validation
  • Allows customizable validation settings and confidence thresholds

The feature helps organizations ensure AI-generated content adheres to specific domain knowledge and policies, with practical applications in industries like utility management and regulated sectors.



Go to article

The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.

Related articles

Aug 6
2025
Automated Reasoning checks is now available in Amazon Bedrock Guardrails
Apr 1
2025
Minimize generative AI hallucinations with Amazon Bedrock Automated Reasoning checks
Dec 3
2024
Prevent factual errors from LLM hallucinations with mathematically sound Automated Reasoning checks (preview)
Nov 21
2025
Automated Reasoning checks now include natural language test Q&A generation

The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.