Yes. Thunderball has 113 songs listed in a dataset used to train AI music models.

Used for training 113

songs in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including This Girl (Avatars of Dub Remix), Make Your Move (Basement Freaks Remix) (feat. Mustafa Akbar), I C Colors (Qdup Foundation Remix) (feat. Mustafa Akbar)

Listed under the artist name 113 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

This Girl (Avatars of Dub Remix)

Listed as Thunderball – This Girl (Avatars of Dub Remix) (Declassified: Remixes) · Watch on YouTube

youtube_video -Qbr7jknJec · row -Qbr7jknJec

LAION-DISCO-12M

Make Your Move (Basement Freaks Remix) (feat. Mustafa Akbar)

Listed as Thunderball – Make Your Move (Basement Freaks Remix) (feat. Mustafa Akbar) (12 Mile High Remixed) · Watch on YouTube

youtube_video 2T8PQDz7er4 · row 2T8PQDz7er4

LAION-DISCO-12M

I C Colors (Qdup Foundation Remix) (feat. Mustafa Akbar)

Listed as Thunderball – I C Colors (Qdup Foundation Remix) (feat. Mustafa Akbar) (12 Mile High Remixed) · Watch on YouTube

youtube_video 4oX5a3B0DOI · row 4oX5a3B0DOI

LAION-DISCO-12M

Low Down Weather (Empresarios Remix)

Listed as Thunderball – Low Down Weather (Empresarios Remix) (12 Mile High Remixed) · Watch on YouTube

youtube_video CsSPuFVvon4 · row CsSPuFVvon4

LAION-DISCO-12M

Heart of the Hustler (Desmond Williams Remix)

Listed as Thunderball – Heart of the Hustler (Desmond Williams Remix) (Declassified: Remixes) · Watch on YouTube

youtube_video DHgGs3xlQdk · row DHgGs3xlQdk

LAION-DISCO-12M

Rio Mescalito (Mexicans with Guns Remix)

Listed as Thunderball – Rio Mescalito (Mexicans with Guns Remix) (12 Mile High Remixed) · Watch on YouTube

youtube_video F0HG7lxPE7I · row F0HG7lxPE7I

LAION-DISCO-12M

Moon on the Rise (Fort Knox Five Remix) (feat. Rootz)

Listed as Thunderball – Moon on the Rise (Fort Knox Five Remix) (feat. Rootz) (12 Mile High Remixed) · Watch on YouTube

youtube_video FxiUlOHzMI8 · row FxiUlOHzMI8

LAION-DISCO-12M

Stereo Tonic (Boca 45 Remix)

Listed as Thunderball – Stereo Tonic (Boca 45 Remix) (Declassified: Remixes) · Watch on YouTube

youtube_video HB3v7KRQWeM · row HB3v7KRQWeM

LAION-DISCO-12M

Stereo Tonic (Q-Burns Abstract Message Remix)

Listed as Thunderball – Stereo Tonic (Q-Burns Abstract Message Remix) (Declassified: Remixes) · Watch on YouTube

youtube_video M5HI_Pjt3qQ · row M5HI_Pjt3qQ

LAION-DISCO-12M

Runaway (Ghosts on Tape Remix) (feat. Miss Johnna M)

Listed as Thunderball – Runaway (Ghosts on Tape Remix) (feat. Miss Johnna M) (12 Mile High Remixed) · Watch on YouTube

youtube_video PDgJ17E-RUY · row PDgJ17E-RUY

LAION-DISCO-12M

Enter the Brahmin (Knight Riderz Remix)

Listed as Thunderball – Enter the Brahmin (Knight Riderz Remix) (12 Mile High Remixed) · Watch on YouTube

youtube_video Y_ICpkkrTkM · row Y_ICpkkrTkM

LAION-DISCO-12M

I C Colors (Ursula 1000 Remix) (feat. Mustafa Akbar)

Listed as Thunderball – I C Colors (Ursula 1000 Remix) (feat. Mustafa Akbar) (12 Mile High Remixed) · Watch on YouTube

youtube_video s189pQ5Tiu8 · row s189pQ5Tiu8

LAION-DISCO-12M

Make Your Move (Drumagick Remix) (feat. Mustafa Akbar)

Listed as Thunderball – Make Your Move (Drumagick Remix) (feat. Mustafa Akbar) (12 Mile High Remixed) · Watch on YouTube

youtube_video vbqGKTSlCWI · row vbqGKTSlCWI

LAION-DISCO-12M

What this means

Last reviewed 2026-09-24.

Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.

What you can do

3 routes. None is a guarantee.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.