64 Percent of Audio-Text Conflicts in AI Models Are Fixable
Audio-language models fail by preferring text over audio, but new analysis shows 64% are arbitration failures—correct answer exists but is overridden. Inference-time interventions can recover performance without retraining.
Generative Imagery
Audio logic recovers lost signals via decoding, not retraining. FIG. 01
