QAI ChatGpt Encyclopedic Verification

Question: So you are going to use ChatGPT as an encyclopedia as well.. how are you going to make sure it's not hallucinating and feeding your AI wrong information?

Answer: To ensure ChatGPT does not hallucinate and provide incorrect information when used as an “encyclopedia,” the system integrates the QAI Quantum SAT Solver as a validation layer. Here’s how it works:

1. Boolean Constraint Formulation: SAS agents analyze input data and convert key insights or questions into Boolean equations. These equations encapsulate the logical structure of the problem or statement being analyzed .

2. Quantum Validation: The Quantum SAT Solver processes these Boolean equations, leveraging quantum superposition to evaluate all potential solutions simultaneously. It computes probabilities indicating the confidence level in the correctness of ChatGPT’s response .

3. Flagging Low-Confidence Responses: If the probability computed by the SAT Solver falls below a predetermined threshold, the system flags the response for human review. This ensures that low-confidence or potentially hallucinated outputs are intercepted before being integrated or acted upon .

4. Real-Time Feedback Loop: For flagged responses, the system triggers a feedback loop where the SAS agents refine constraints and re-evaluate the problem in light of new data or additional context. This process dynamically adjusts outputs to improve reliability .

5. Explainability and Transparency: The results are communicated with confidence levels, enabling users to understand the reliability of the information provided. This transparency ensures users are aware of potential uncertainties .

By combining ChatGPT’s natural language capabilities with QAI’s rigorous quantum validation, the system minimizes the risk of propagating hallucinated or incorrect information, maintaining high standards of accuracy and reliability.