Show HN: CriteriaBot – A Universal Customizable Classifier (criteriabot.io)

CriteriaBot has launched a versatile and customizable classification tool that allows users to define criteria in plain English for content evaluation. This platform enables the identification of toxicity, spam, prompt injections, and adherence to brand guidelines. Users can group criteria for repeated use and leverage a community library or create custom tests, streamlining the evaluation of various content types such as posts, emails, and SMS. The system utilizes a panel of AI models to vote and reach a weighted consensus, providing a true/false verdict for each criterion, which can be easily integrated into existing workflows. This release is significant for the AI/ML community as it not only provides enhanced content moderation capabilities at a lower cost compared to larger models, but it also emphasizes the importance of tailored evaluations that adapt to specific user needs. For instance, CriteriaBot has demonstrated an impressive accuracy of 91.67%, outperforming other leading models while offering a more affordable rate. By leveraging real-world evidence and user-defined criteria, the platform aligns closely with practical applications in fields like compliance and brand management, ensuring that AI systems can better meet nuanced operational demands.