Australian musicians face limited legal recourse as their work appears in massive AI training datasets without consent or compensation. Artists including AC/DC and Kylie Minogue have discovered their songs included in datasets used to develop generative AI models, yet Australian copyright law provides few protections against this practice.

The problem stems from how AI systems train. Companies scrape vast amounts of music from the internet to teach algorithms to generate new audio. This process falls into a gray zone in Australian law. While copyright technically protects musical compositions and recordings, the "fair use" equivalent in Australia, called fair dealing, remains narrow and undefined for AI applications.

Unlike the United States, where some artists have filed lawsuits arguing that training AI on copyrighted music without permission violates copyright law, Australian musicians have limited legal tools. The Copyright Act 1968 does not explicitly address whether using songs to train AI constitutes copyright infringement. Courts have not yet ruled on this question domestically.

The lack of clarity creates an asymmetric situation. Tech companies can use Australian musicians' work freely, while artists cannot easily control or monetize their contributions to AI development. No licensing framework exists to compensate creators when their music trains commercial AI models.

Industry bodies representing Australian musicians have called for clearer legislation. They argue that copyright law should be updated to require explicit permission and payment whenever songs are used in AI training datasets. Some advocate for a new licensing scheme similar to those that govern radio play or streaming, where artists receive royalties for use.

The issue affects not just established stars but emerging artists whose work may be harvested before they build a fanbase. Without legal protection or compensation mechanisms, musicians worry that AI systems trained on their music will eventually replace human artists entirely in some contexts.

Addressing this requires government action. Australia's Department of Infrastructure, Transport, Regional Development and Communications has not yet released comprehensive guidance on AI and copyright. Musicians and their representatives are