Yes. Bonnie Grace has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Penal Code 187, Banished, There Must Be a Way Out of Here

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Penal Code 187

Listed as Bonnie Grace – Penal Code 187 (Retribution) · Watch on YouTube

youtube_video 10J4P1kJUYo · row 10J4P1kJUYo

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Banished

Listed as Bonnie Grace – Banished (Shapes and Shadows) · Watch on YouTube

youtube_video 17vUPmyWROg · row 17vUPmyWROg

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There Must Be a Way Out of Here

Listed as Bonnie Grace – There Must Be a Way Out of Here (An Impossible View) · Watch on YouTube

youtube_video 19IrQUTFLls · row 19IrQUTFLls

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Under the Falling Sun

Listed as Bonnie Grace – Under the Falling Sun (Run Rabbit Run) · Watch on YouTube

youtube_video 2BM89poybk0 · row 2BM89poybk0

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The Arms Race

Listed as Bonnie Grace – The Arms Race (Shapes and Shadows) · Watch on YouTube

youtube_video 3KxbshdshbY · row 3KxbshdshbY

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Secret Agent

Listed as Bonnie Grace – Secret Agent (The Road) · Watch on YouTube

youtube_video 5k8Q0110UNw · row 5k8Q0110UNw

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Godforsaken

Listed as Bonnie Grace – Godforsaken (Silent Uprising) · Watch on YouTube

youtube_video 6TZTUL2juTo · row 6TZTUL2juTo

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Triumph Hill

Listed as Bonnie Grace – Triumph Hill (Silent Uprising) · Watch on YouTube

youtube_video 7DpBoiMxBJk · row 7DpBoiMxBJk

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Notorious

Listed as Bonnie Grace – Notorious (Life Above the World) · Watch on YouTube

youtube_video CdbIeskvWJ8 · row CdbIeskvWJ8

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At Enemy Lines

Listed as Bonnie Grace – At Enemy Lines (End of the Rainbow) · Watch on YouTube

youtube_video FzN1_rkY0hY · row FzN1_rkY0hY

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Awaited Ambush

Listed as Bonnie Grace – Awaited Ambush (No Heroes in War) · Watch on YouTube

youtube_video IIH2XQhRD28 · row IIH2XQhRD28

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Last Breath of Freedom

Listed as Bonnie Grace – Last Breath of Freedom (Blind Faith) · Watch on YouTube

youtube_video Kw4H6vTt_og · row Kw4H6vTt_og

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Wild Betrayal

Listed as Bonnie Grace – Wild Betrayal (Black Sails) · Watch on YouTube

youtube_video LhEB5RY0TTQ · row LhEB5RY0TTQ

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On the Brink

Listed as Bonnie Grace – On the Brink (The Last Good Men) · Watch on YouTube

youtube_video MHY1B0NSgE4 · row MHY1B0NSgE4

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Don't Rely on Your Heroes

Listed as Bonnie Grace – Don't Rely on Your Heroes (No Heroes in War) · Watch on YouTube

youtube_video MQv4Hsx1q3g · row MQv4Hsx1q3g

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Believe in Glory

Listed as Bonnie Grace – Believe in Glory (Run Rabbit Run) · Watch on YouTube

youtube_video Oj3WWxDA5i8 · row Oj3WWxDA5i8

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Jungle Thrill

Listed as Bonnie Grace – Jungle Thrill (Black Sails) · Watch on YouTube

youtube_video Q-yPWMG94PA · row Q-yPWMG94PA

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Something in the Waters

Listed as Bonnie Grace – Something in the Waters (Blind Faith) · Watch on YouTube

youtube_video SCrVEgOlX4E · row SCrVEgOlX4E

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When All Else Fails

Listed as Bonnie Grace – When All Else Fails (Silent Uprising) · Watch on YouTube

youtube_video Sv0a3eyL6kQ · row Sv0a3eyL6kQ

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Misguided Path

Listed as Bonnie Grace – Misguided Path (Footprints) · Watch on YouTube

youtube_video TOojxgyGlCI · row TOojxgyGlCI

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Survival

Listed as Bonnie Grace – Survival (Black Sails) · Watch on YouTube

youtube_video Tq41zf-Ln2M · row Tq41zf-Ln2M

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The Sound of Arrows

Listed as Bonnie Grace – The Sound of Arrows (An Impossible View) · Watch on YouTube

youtube_video XFDuixTx7o0 · row XFDuixTx7o0

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Interstate 895

Listed as Bonnie Grace – Interstate 895 (Footprints) · Watch on YouTube

youtube_video XYvobcpNmSI · row XYvobcpNmSI

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Light-Footed

Listed as Bonnie Grace – Light-Footed (Footprints) · Watch on YouTube

youtube_video Y5oTyoFu5lg · row Y5oTyoFu5lg

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Moon Child

Listed as Bonnie Grace – Moon Child (Moon Child) · Watch on YouTube

youtube_video YK5AV3QerTw · row YK5AV3QerTw

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All Men on Deck

Listed as Bonnie Grace – All Men on Deck (Crow's Nest) · Watch on YouTube

youtube_video _YJVsx3yhS0 · row _YJVsx3yhS0

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A New Day Will Come

Listed as Bonnie Grace – A New Day Will Come (Retribution) · Watch on YouTube

youtube_video af2aDTNPGI8 · row af2aDTNPGI8

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The Cave Race

Listed as Bonnie Grace – The Cave Race (Black Sails) · Watch on YouTube

youtube_video boLcuedqbno · row boLcuedqbno

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Infernal Machine

Listed as Bonnie Grace – Infernal Machine (End of the Rainbow) · Watch on YouTube

youtube_video cAw7EfVko9I · row cAw7EfVko9I

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Samudra

Listed as Bonnie Grace – Samudra (Circles) · Watch on YouTube

youtube_video cRZmdWx_7ww · row cRZmdWx_7ww

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For the Weary

Listed as Bonnie Grace – For the Weary (Where the Thistle Grows) · Watch on YouTube

youtube_video clluhR93NQE · row clluhR93NQE

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The Hoover Dam

Listed as Bonnie Grace – The Hoover Dam (Footprints) · Watch on YouTube

youtube_video fAoBz_FgihE · row fAoBz_FgihE

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Imperious

Listed as Bonnie Grace – Imperious (End of the Rainbow) · Watch on YouTube

youtube_video ghUCUciz_wc · row ghUCUciz_wc

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Robin Adair

Listed as Bonnie Grace – Robin Adair (Robin Adair) · Watch on YouTube

youtube_video iLQNI6ZLG9s · row iLQNI6ZLG9s

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Fractal Patterns

Listed as Bonnie Grace – Fractal Patterns (Footprints) · Watch on YouTube

youtube_video idd-YJ0WE-I · row idd-YJ0WE-I

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Immoral Enemy

Listed as Bonnie Grace – Immoral Enemy (The Last Good Men) · Watch on YouTube

youtube_video jUuNbiD4-ec · row jUuNbiD4-ec

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The Beginning of an Era

Listed as Bonnie Grace – The Beginning of an Era (Salt of the Earth) · Watch on YouTube

youtube_video kjQM74J0v1c · row kjQM74J0v1c

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The Night Watchers

Listed as Bonnie Grace – The Night Watchers (Crow's Nest) · Watch on YouTube

youtube_video nP6R4xb3moM · row nP6R4xb3moM

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My Soul Delights

Listed as Bonnie Grace – My Soul Delights (My Soul Delights) · Watch on YouTube

youtube_video pkkI3zrWPsE · row pkkI3zrWPsE

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Spearhead

Listed as Bonnie Grace – Spearhead (The Road) · Watch on YouTube

youtube_video rhWdnEGQqyw · row rhWdnEGQqyw

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Scintillations

Listed as Bonnie Grace – Scintillations (Life Above the World) · Watch on YouTube

youtube_video sAc80PqwMes · row sAc80PqwMes

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A King's Ransom

Listed as Bonnie Grace – A King's Ransom (Contest) · Watch on YouTube

youtube_video sy9FQUw_uVY · row sy9FQUw_uVY

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A Hero Will Know

Listed as Bonnie Grace – A Hero Will Know (2525) · Watch on YouTube

youtube_video txoC01HKg0E · row txoC01HKg0E

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With All Our Might

Listed as Bonnie Grace – With All Our Might (Blind Faith) · Watch on YouTube

youtube_video uPDTpovhTwo · row uPDTpovhTwo

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Over the Summit

Listed as Bonnie Grace – Over the Summit (Stowaway Home) · Watch on YouTube

youtube_video usbJtNgOUB4 · row usbJtNgOUB4

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Gamma Ray

Listed as Bonnie Grace – Gamma Ray (An Impossible View) · Watch on YouTube

youtube_video wkSZjhlOwIw · row wkSZjhlOwIw

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Ushoraga

Listed as Bonnie Grace – Ushoraga (Circles) · Watch on YouTube

youtube_video xHTOD4F7nzk · row xHTOD4F7nzk

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One With the Tribe

Listed as Bonnie Grace – One With the Tribe (Highland Hymn) · Watch on YouTube

youtube_video xwb2ja0e8h0 · row xwb2ja0e8h0

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We Will Not Yield

Listed as Bonnie Grace – We Will Not Yield (End of the Rainbow) · Watch on YouTube

youtube_video ySQSEmTlT1Y · row ySQSEmTlT1Y

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Guts and Glory

Listed as Bonnie Grace – Guts and Glory (Stowaway Home) · Watch on YouTube

youtube_video yV5MbbW3MZw · row yV5MbbW3MZw

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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.