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Understanding AI Accuracy
Understanding AI Accuracy

Learn how AI responses need to be reviewed and how to use attribution

Updated over 9 months ago

Kodexa's innovative chat feature enhances interaction with documents, pages, or extensive projects involving multiple documents, providing a unique and dynamic way to engage with content. This tool employs advanced artificial intelligence (AI) to generate responses, offering insights, summaries, and information based on the textual content you're interacting with. While this feature opens new dimensions of document interaction, it's essential to approach AI-generated responses with a critical eye.

The Importance of Reviewing AI Responses

The AI in Kodexa's chat feature is designed to provide accurate and relevant information by analyzing the content of your documents. However, like any AI technology, it operates within the bounds of its programming and the data it has been trained on. This means that while striving for accuracy, it can occasionally produce responses that are not entirely accurate or may interpret information in an unexpected way. Therefore, we advise all users to review AI-generated responses for accuracy before relying on them for decision-making or as factual representations of their documents.

Why Accuracy May Vary

- Complexity of Content: Documents containing highly technical, ambiguous, or niche-specific language may pose challenges for AI interpretation.

- Contextual Limitations: The AI may not fully grasp the broader context surrounding a piece of information, leading to misinterpretations.

- Training Data: AI responses are as good as the data they were trained on. Any limitations in the training data can reflect in the responses generated.

The Role of Links for Attribution

To enhance transparency and allow users to verify the information, Kodexa's chat feature includes links within the AI-generated responses. These links serve as attributions, guiding you to the source material the AI used to generate its response. While these links are a valuable tool for cross-referencing and further exploration, it's crucial to review them carefully. Ensure that the information aligns with your understanding and expectations of the document's content.

Best Practices for Using the Chat Feature

- Review Responses: Always take a moment to critically evaluate AI-generated responses for accuracy and relevance.

- Check the Links: Utilize the provided links for attribution as a means to verify the information directly from the source material.

- Contextual Awareness: Consider the broader context of your query and the document content to better assess the AI's response.

- Feedback Loop: Report any inaccuracies or issues to help improve the AI's performance over time. Your feedback is invaluable for refining the technology.

Conclusion

Kodexa's chat feature represents a significant advancement in how we interact with and understand documents. By leveraging AI, it offers a powerful tool for analysis and engagement. However, it's vital to remember that AI is an assistant, not a replacement for human judgment. Reviewing AI responses for accuracy ensures that you derive the most value from this innovative feature while maintaining integrity and trust in the information provided

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