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Machine learning US 20,250,284,989 A1 Under examination

Quantum mirror mode for artificial intelligence (ai) models

This invention proposes a method to detect and fix when artificial intelligence models generate false information, known as hallucinations. It works by running the AI's operations on a quantum computer, then mirroring the input data and running the operation again. If the outputs from these two parallel processes don't match, the system identifies the hallucination, discards the incorrect output, and restarts the AI from the last reliable point. This process specifically requires a quantum processor with 2 to 10,000 qubits that uses quantum properties for continuous comparison.

Why it matters: The fundamental challenge of building a practical, large-scale quantum computer capable of continuous, real-time operations for AI models remains largely unchanged since 2024. While AI hallucination is an increasing concern, the quantum hardware required for this solution is still in early development.

Status
Under examinationA pending application. It has not been granted, and it has not been abandoned.
How hard to build
SpecializedNeeds quantum computing hardware and software.

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