A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook

Survey covers Large Audio Language Model architectures, alignment algorithms, and trustworthiness gaps, arguing capability scaling has outpaced safety frameworks. Useful orientation for practitioners building or evaluating audio-language systems, though no new models or benchmarks are introduced.