13.

Future Directions
Future iterations may incorporate biometric integration for secure multi‑factor authentication at boot and leverage cloud‑based learning to continually update optimization protocols. Collaborative development with hardware manufacturers will likely further standardize these technologies.

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Introduction
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AI-Driven Enhancements:
Integration of artificial intelligence allows GPUs to adjust settings dynamically and optimize performance on the fly. This is crucial for maintaining high image quality while preserving system efficiency during intensive usage.

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