Yes. Robot Koch has 169 songs listed in a dataset used to train AI music models.

Used for training 169

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 Circle 9 (Six Missing Rework), Circle 16, Migratory

Listed under the artist name 169 songs in LAION-DISCO-12M

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

Circle 9 (Six Missing Rework)

Listed as Robot Koch, Foam and Sand – Circle 9 (Six Missing Rework) (Full Circle Reworks) · Watch on YouTube

youtube_video 0UOvv7AyE9o · row 0UOvv7AyE9o

LAION-DISCO-12M

Circle 16

Listed as Foam and Sand, Robot Koch – Circle 16 (Full Circle) · Watch on YouTube

youtube_video 4QXIvA3TvXE · row 4QXIvA3TvXE

LAION-DISCO-12M

Migratory

Listed as Robot Koch, BlankFor.ms – Migratory (Migratory) · Watch on YouTube

youtube_video 5M5t3a1r5lg · row 5M5t3a1r5lg

LAION-DISCO-12M

Circle 2 (Alaskan Tapes Rework)

Listed as Robot Koch, Foam and Sand – Circle 2 (Alaskan Tapes Rework) (Full Circle Reworks) · Watch on YouTube

youtube_video AJrbDioROiw · row AJrbDioROiw

LAION-DISCO-12M

Fond (Rework)

Listed as John Hayes, Foam and Sand, Robot Koch – Fond (Rework) (Fond (Rework)) · Watch on YouTube

youtube_video Gma_zirXAYs · row Gma_zirXAYs

LAION-DISCO-12M

Circle 7

Listed as Foam and Sand, Robot Koch – Circle 7 (Full Circle) · Watch on YouTube

youtube_video HB7vl2c_URc · row HB7vl2c_URc

LAION-DISCO-12M

Circle 25

Listed as Foam and Sand, Robot Koch – Circle 25 (Full Circle) · Watch on YouTube

youtube_video KfNTtNl3l_0 · row KfNTtNl3l_0

LAION-DISCO-12M

Circle 9 (Arms and Sleepers Rework)

Listed as Robot Koch, Foam and Sand – Circle 9 (Arms and Sleepers Rework) (Full Circle Reworks) · Watch on YouTube

youtube_video M6e7fWK0EQE · row M6e7fWK0EQE

LAION-DISCO-12M

Circle 18

Listed as Foam and Sand, Robot Koch – Circle 18 (Full Circle) · Watch on YouTube

youtube_video O-fWcl5YNOk · row O-fWcl5YNOk

LAION-DISCO-12M

Circle 2

Listed as Foam and Sand, Robot Koch – Circle 2 (Full Circle) · Watch on YouTube

youtube_video QnlSeitlZZk · row QnlSeitlZZk

LAION-DISCO-12M

Circle 18 (Hainbach Rework)

Listed as Robot Koch, Foam and Sand – Circle 18 (Hainbach Rework) (Full Circle Reworks) · Watch on YouTube

youtube_video SC-vfF5R5LA · row SC-vfF5R5LA

LAION-DISCO-12M

Circle 9

Listed as Foam and Sand, Robot Koch – Circle 9 (Circle 9) · Watch on YouTube

youtube_video WL1MzHCQP-c · row WL1MzHCQP-c

LAION-DISCO-12M

Subtle Ones (Foam and Sand Remix)

Listed as Robot Koch, Blankfor.ms, Foam and Sand – Subtle Ones (Foam and Sand Remix) (Subtle Ones) · Watch on YouTube

youtube_video cTaguCGO4e8 · row cTaguCGO4e8

LAION-DISCO-12M

Circle 13

Listed as Foam and Sand, Robot Koch – Circle 13 (Full Circle) · Watch on YouTube

youtube_video fUqVhPaj4pI · row fUqVhPaj4pI

LAION-DISCO-12M

Planets (Circle 44)

Listed as Robot Koch, Foam and Sand, EIRLYS – Planets (Circle 44) (Planets (Circle 44)) · Watch on YouTube

youtube_video fV9QKzFm2V4 · row fV9QKzFm2V4

LAION-DISCO-12M

Circle 19 (Midori Hirano Rework)

Listed as Robot Koch, Foam and Sand – Circle 19 (Midori Hirano Rework) (Full Circle Reworks) · Watch on YouTube

youtube_video ibvwM4FtL28 · row ibvwM4FtL28

LAION-DISCO-12M

Circle 24

Listed as Foam and Sand, Robot Koch – Circle 24 (Full Circle) · Watch on YouTube

youtube_video juWH6kI2RjQ · row juWH6kI2RjQ

LAION-DISCO-12M

On Being (Rework)

Listed as Six Missing, Foam and Sand, Robot Koch – On Being (Rework) (On Being (Rework)) · Watch on YouTube

youtube_video kCKZQISHsG8 · row kCKZQISHsG8

LAION-DISCO-12M

Circle 27 (Julien Marchal Rework)

Listed as Robot Koch, Foam and Sand – Circle 27 (Julien Marchal Rework) (Full Circle Reworks) · Watch on YouTube

youtube_video ucP-70S-5jo · row ucP-70S-5jo

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.