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Surprise signals can dramatically enhance memory retention and adaptive responses in AI, with a vision-language model achieving 99.2% recall of taught facts after consolidation.
Achieving 15.00% blind DER and 97.80% PIT accuracy, Echo showcases the power of joint task learning in audio processing without task-specific fine-tuning.