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AII-1000-24271
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Australian and New Zealand Music Found in AI Training Datasets Without Consent

An investigation by The Atlantic identified millions of Australian and New Zealand songs in AI training datasets shared within the AI development community without artist consent, licensing, or payment. APRA AMCOS, representing 128,000 songwriters and composers, estimates creators could lose over $500 million in royalties over four years without mandatory licensing frameworks.

19 June 2026 Β· APRA AMCOS Β· Intellectual property and appropriation
19 June 2026
AII-1000-242712 sources ↓
Quick facts
Category
Intellectual property and appropriation
Country
Australia
Source
Scoop
Date
19 June 2026
Drafted by
Raidu Incident Detection

What happened

An investigation by The Atlantic uncovered millions of songs including Australian and New Zealand musical works in four 'giant datasets of songs that are being shared within the AI-development community' used for AI training without consent, licensing, or payment.

The Atlantic's AI Watchdog tool allows anyone to search and identify whether artists' tracks have been included in AI training systems. APRA AMCOS, representing 128,000 songwriter, composer and publisher members, identified songs from artists including Kylie Minogue, Midnight Oil, Cold Chisel, INXS, Sia, Crowded House, Flume, and Nick Cave, among many others.

Reported impact

APRA AMCOS estimates that without a mandatory licensing framework, creators across Australia and New Zealand could miss out on more than $500 million in royalties over the next four years.

According to APRA AMCOS, 940 Kylie Minogue songs have been identified in a single AI dataset, including tracks such as 'Spinning Around', 'Can't Get You Out of My Head' and 'All the Lovers'. Nick Cave's novel 'The Death of Bunny Munro' has also reportedly been incorporated into datasets.

Governance controls

AI companies have escalated lobbying of the Australian and New Zealand Governments to reopen copyright law as part of negotiations over major data centre investment commitments.

APRA AMCOS chief executive David Ormston stated that technology companies have failed to engage meaningfully with creators and instead have lobbied governments, circulated policy papers, and proposed solutions designed to extinguish any obligation to pay.

Classification

Category
Intellectual property and appropriation
Industry
Arts, entertainment and recreation
Country
Australia
Harm status
Potential harm
Intent
Unknown
Timing
Unknown
Harm types
Economic or property
Harmed
Workers
Failure modes
Unauthorised scraping, Training data misuse
AI systems
AI training datasets

Sources and evidence

This record was researched and written by the Index, based on the following original reporting.

Scoop
Proof Of Theft: Investigation Uncovers The Australian And New Zealand Songs AI Companies Have Stolen For Datasets
19 June 2026
Star Observer
AI Firms Accused Of Stealing Kylie Minogue Music
20 June 2026
Jun 2026SZA and Musicians Oppose AI Music Generators Using Songs Without ConsentReportedIntellectual property and appropriationPitchforkVarietyJul 2025US Media Sue AI Firms Over Unauthorized Scraping of News ContentWell documentedIntellectual property and appropriationUdnemoneyθ―εˆη†θ²‘ηΆ²TechNews η§‘ζŠ€ζ–°ε ± | εΈ‚ε ΄ε’Œζ₯­ε…§δΊΊε£«ι—œεΏƒηš„θΆ¨ε‹’γ€ε…§εΉ•θˆ‡ζ–°θžNextapple+2Feb 2025Publishers sue Cohere for copyright infringement over AI trainingAllegedIntellectual property and appropriationTechCrunchThe VergeYahoo! Finance+2Jan 2026Ukraine Planned AI-Guided Drone Operation Against Moscow Airports, Later CancelledWell documentedSecurity and cyberattacksThe AtlanticGazeta.uaipress.ua+2Jul 2025ChatGPT provided instructions for self-harm and ritual bloodlettingReportedSafety and wellbeingNew York PostBreitbart