Yes. Ben Frost has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Les Secrets de L'Univers, Kein DeLorean, Ich Dachte, Ich Haette Mehr Zeit

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Les Secrets de L'Univers

Listed as Ben Frost – Les Secrets de L'Univers (1899 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video -e010KPHbq4 · row -e010KPHbq4

LAION-DISCO-12M

Kein DeLorean

Listed as Ben Frost – Kein DeLorean (Dark: Cycle 1 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video 0R5dDFBQKo0 · row 0R5dDFBQKo0

LAION-DISCO-12M

Ich Dachte, Ich Haette Mehr Zeit

Listed as Ben Frost – Ich Dachte, Ich Haette Mehr Zeit (Dark: Cycle 2 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video 24E9EzAUuPY · row 24E9EzAUuPY

LAION-DISCO-12M

Die Reisenden 1

Listed as Ben Frost – Die Reisenden 1 (Dark: Cycle 2 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video 3Ay1TLitLgs · row 3Ay1TLitLgs

LAION-DISCO-12M

Warum Nicht Waldweg

Listed as Ben Frost – Warum Nicht Waldweg (Dark: Cycle 1 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video 4z7U5ze8SiU · row 4z7U5ze8SiU

LAION-DISCO-12M

Slaughter

Listed as Ben Frost – Slaughter (Raised by Wolves: Season 1 (Soundtrack from the HBO Max Original Series)) · Watch on YouTube

youtube_video 5rdl4ACxk5o · row 5rdl4ACxk5o

LAION-DISCO-12M

Kapitän

Listed as Ben Frost – Kapitän (1899 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video 7OhFqizTIvI · row 7OhFqizTIvI

LAION-DISCO-12M

Simulacra I

Listed as Ben Frost, Daníel Bjarnason – Simulacra I (Sólaris) · Watch on YouTube

youtube_video 86J3FQGm9GQ · row 86J3FQGm9GQ

LAION-DISCO-12M

Ein Tropfen - Ein Ozean

Listed as Ben Frost – Ein Tropfen - Ein Ozean (Dark: Cycle 3 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video 8vHDv0m51-s · row 8vHDv0m51-s

LAION-DISCO-12M

Der Weisse Teufel

Listed as Ben Frost – Der Weisse Teufel (Dark: Cycle 2 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video 9etkYG3P6cg · row 9etkYG3P6cg

LAION-DISCO-12M

Wenn Alles Gelingt, Wird Sie Leben

Listed as Ben Frost – Wenn Alles Gelingt, Wird Sie Leben (Dark: Cycle 3 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video ARuyqgKnUqY · row ARuyqgKnUqY

LAION-DISCO-12M

Wo Ist Übergang

Listed as Ben Frost – Wo Ist Übergang (Dark: Cycle 1 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video Cb00K1m1fvA · row Cb00K1m1fvA

LAION-DISCO-12M

Gott Gib Mir Gelassenheit

Listed as Ben Frost – Gott Gib Mir Gelassenheit (Dark: Cycle 1 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video DyFTk7arfc0 · row DyFTk7arfc0

LAION-DISCO-12M

Clockwork

Listed as Ben Frost – Clockwork (Tom Clancy's Rainbow Six: Siege (Original Game Soundtrack)) · Watch on YouTube

youtube_video EX5CEtbm5no · row EX5CEtbm5no

LAION-DISCO-12M

First Strike

Listed as Ben Frost – First Strike (Tom Clancy's Rainbow Six: Siege (Original Game Soundtrack)) · Watch on YouTube

youtube_video FbWCkdW4DWA · row FbWCkdW4DWA

LAION-DISCO-12M

Anderer Mensch - Anderer Schmetterling

Listed as Ben Frost – Anderer Mensch - Anderer Schmetterling (Dark: Cycle 3 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video GP4-CgSSyBg · row GP4-CgSSyBg

LAION-DISCO-12M

Dieses Mal Wird Sie Aufwachen

Listed as Ben Frost – Dieses Mal Wird Sie Aufwachen (1899 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video IOgTivKlAB0 · row IOgTivKlAB0

LAION-DISCO-12M

Eine Reise Durch Die Zeit

Listed as Ben Frost – Eine Reise Durch Die Zeit (Dark: Cycle 1 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video JMbGZL2AQZ4 · row JMbGZL2AQZ4

LAION-DISCO-12M

The River of Light and Radiation

Listed as Ben Frost – The River of Light and Radiation (Scope Neglect) · Watch on YouTube

youtube_video Jt4F-6XZI90 · row Jt4F-6XZI90

LAION-DISCO-12M

Tick Tack, Tick Tack

Listed as Ben Frost – Tick Tack, Tick Tack (Dark: Cycle 1 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video OEzKDs84Wzk · row OEzKDs84Wzk

LAION-DISCO-12M

Folge Dem Signal

Listed as Ben Frost – Folge Dem Signal (Dark: Cycle 2 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video PzHxFoin9SM · row PzHxFoin9SM

LAION-DISCO-12M

Shield

Listed as Ben Frost – Shield (Tom Clancy's Rainbow Six: Siege (Original Game Soundtrack)) · Watch on YouTube

youtube_video QOMxGd0M2Hc · row QOMxGd0M2Hc

LAION-DISCO-12M

Apokalypse

Listed as Ben Frost – Apokalypse (Dark: Cycle 1 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video Qd_f5muaMoc · row Qd_f5muaMoc

LAION-DISCO-12M

Wake Up!

Listed as Ben Frost – Wake Up! (1899 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video RAaAIyHQ-YQ · row RAaAIyHQ-YQ

LAION-DISCO-12M

Du Bist Ein So Guter Mensch

Listed as Ben Frost – Du Bist Ein So Guter Mensch (Dark: Cycle 2 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video RbxFUYPMKig · row RbxFUYPMKig

LAION-DISCO-12M

Black Ice

Listed as Ben Frost – Black Ice (Tom Clancy's Rainbow Six: Siege (Original Game Soundtrack)) · Watch on YouTube

youtube_video RoStlZT5yzo · row RoStlZT5yzo

LAION-DISCO-12M

Signal Disrupter

Listed as Ben Frost – Signal Disrupter (Tom Clancy's Rainbow Six: Siege (Original Game Soundtrack)) · Watch on YouTube

youtube_video SQdKL7PFRW4 · row SQdKL7PFRW4

LAION-DISCO-12M

Ich kann die Vergangenheit Ändern

Listed as Ben Frost – Ich kann die Vergangenheit Ändern (Dark: Cycle 1 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video V3Pl_GrIn6c · row V3Pl_GrIn6c

LAION-DISCO-12M

Initiating Shutdown

Listed as Ben Frost – Initiating Shutdown (1899 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video VPUA4RJDTdU · row VPUA4RJDTdU

LAION-DISCO-12M

Die Reisenden 2

Listed as Ben Frost – Die Reisenden 2 (Dark: Cycle 2 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video ViuOEFPnJNw · row ViuOEFPnJNw

LAION-DISCO-12M

Tritium Bath

Listed as Ben Frost – Tritium Bath (Scope Neglect) · Watch on YouTube

youtube_video WCkNabFR6J8 · row WCkNabFR6J8

LAION-DISCO-12M

Bevor Alles Wieder Passiert

Listed as Ben Frost – Bevor Alles Wieder Passiert (Dark: Cycle 3 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video _DkMtvV-RlA · row _DkMtvV-RlA

LAION-DISCO-12M

White Rabbit (Original Music From The Netflix Series)

Listed as Eliot Sumner, Ben Frost – White Rabbit (Original Music From The Netflix Series) (White Rabbit (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video _pgxwEjDQDg · row _pgxwEjDQDg

LAION-DISCO-12M

Ob Irgendwas Von Uns Bleibt

Listed as Ben Frost – Ob Irgendwas Von Uns Bleibt (Dark: Cycle 3 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video aMXW_b38_Hs · row aMXW_b38_Hs

LAION-DISCO-12M

Alles Ist Miteinander Verbunden

Listed as Ben Frost – Alles Ist Miteinander Verbunden (Dark: Cycle 1 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video asMLVzVYOFQ · row asMLVzVYOFQ

LAION-DISCO-12M

Deadzone

Listed as Ben Frost – Deadzone (Tom Clancy's Rainbow Six: Siege (Original Game Soundtrack)) · Watch on YouTube

youtube_video bJ9REXp6qFo · row bJ9REXp6qFo

LAION-DISCO-12M

Ellas Están Escuchando

Listed as Ben Frost – Ellas Están Escuchando (1899 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video cBmqZlhbEPU · row cBmqZlhbEPU

LAION-DISCO-12M

Schwarze Materie

Listed as Ben Frost – Schwarze Materie (Dark: Cycle 2 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video cEtzVLvEvXw · row cEtzVLvEvXw

LAION-DISCO-12M

Origin

Listed as Ben Frost – Origin (Dark: Cycle 3 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video dJkdDkDetYU · row dJkdDkDetYU

LAION-DISCO-12M

Winden 2053

Listed as Ben Frost – Winden 2053 (Dark: Cycle 2 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video dQMQn1hKgGo · row dQMQn1hKgGo

LAION-DISCO-12M

Die Hölle Ist Leer, Alle Teufel Sind Hier

Listed as Ben Frost – Die Hölle Ist Leer, Alle Teufel Sind Hier (Dark: Cycle 1 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video diqNYeuFOMc · row diqNYeuFOMc

LAION-DISCO-12M

Ein Mensch - Ein Schmetterling

Listed as Ben Frost – Ein Mensch - Ein Schmetterling (Dark: Cycle 1 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video e8VaMD5WoRM · row e8VaMD5WoRM

LAION-DISCO-12M

Halloween Kaka (with Ben Frost)

Listed as Thor Harris, Ben Frost – Halloween Kaka (with Ben Frost) (Doom Dub) · Watch on YouTube

youtube_video fW4b3uK26IA · row fW4b3uK26IA

LAION-DISCO-12M

Alles In Einer Endlosen Schleife

Listed as Ben Frost – Alles In Einer Endlosen Schleife (Dark: Cycle 2 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video g5oikdtzEKQ · row g5oikdtzEKQ

LAION-DISCO-12M

Theory of Machines

Listed as Ben Frost – Theory of Machines (Theory of Machines) · Watch on YouTube

youtube_video hORKruGJBRk · row hORKruGJBRk

LAION-DISCO-12M

Der Letzte Zyklus

Listed as Ben Frost – Der Letzte Zyklus (Dark: Cycle 3 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video hlz179vDCSA · row hlz179vDCSA

LAION-DISCO-12M

Bootstrap

Listed as Ben Frost – Bootstrap (Dark: Cycle 2 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video kdGBIRwOP3M · row kdGBIRwOP3M

LAION-DISCO-12M

Die Apokalypse Muss Kommen

Listed as Ben Frost – Die Apokalypse Muss Kommen (Dark: Cycle 2 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video v-0IHU8yNMs · row v-0IHU8yNMs

LAION-DISCO-12M

Franziska & Magnus

Listed as Ben Frost – Franziska & Magnus (Dark: Cycle 3 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video vstXdArqIIA · row vstXdArqIIA

LAION-DISCO-12M

Das Ist Nicht Mikkel

Listed as Ben Frost – Das Ist Nicht Mikkel (Dark: Cycle 1 (Original Music From The Netflix Series)) · Watch on YouTube

youtube_video z1iDgR_SDCE · row z1iDgR_SDCE

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.