Yes. Justin Case has 64 songs listed in a dataset used to train AI music models.

Used for training 64

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 Sight to See, Dirt On My Name, Let Me Hit It (feat. StayDownLilB)

Listed under the artist name 64 songs in LAION-DISCO-12M

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

Sight to See

Listed as Justin Case – Sight to See (At All Cost) · Watch on YouTube

youtube_video 0DoGHDmBDTI · row 0DoGHDmBDTI

LAION-DISCO-12M

Dirt On My Name

Listed as High Rollaz, Justin Case – Dirt On My Name (Dirt On My Name) · Watch on YouTube

youtube_video 0sSFNzY5sfI · row 0sSFNzY5sfI

LAION-DISCO-12M

Let Me Hit It (feat. StayDownLilB)

Listed as The ACM Group, Justin Case, Bone The Mack – Let Me Hit It (feat. StayDownLilB) (Always Counting Money, Vol. 1) · Watch on YouTube

youtube_video 11lc_3Z8OGU · row 11lc_3Z8OGU

LAION-DISCO-12M

Intro

Listed as Justin Case – Intro (At All Cost) · Watch on YouTube

youtube_video 6CZHd4uJGTY · row 6CZHd4uJGTY

LAION-DISCO-12M

Daydream

Listed as Justin Case – Daydream (Wave Collision #1 (The Launch)) · Watch on YouTube

youtube_video BrhKIBZYqdY · row BrhKIBZYqdY

LAION-DISCO-12M

1234

Listed as Justin Case – 1234 (Gotti By Justin Case) · Watch on YouTube

youtube_video OQm7-RV3CkQ · row OQm7-RV3CkQ

LAION-DISCO-12M

Man in Ya City

Listed as Justin Case – Man in Ya City (Man in Ya City) · Watch on YouTube

youtube_video RIiFPMpa5UQ · row RIiFPMpa5UQ

LAION-DISCO-12M

PRAVDA

Listed as Justin Case, Malia P – PRAVDA (HOMERUN) · Watch on YouTube

youtube_video brCRx3lH4sQ · row brCRx3lH4sQ

LAION-DISCO-12M

On My Way Home

Listed as Justin Case – On My Way Home (Gotti By Justin Case) · Watch on YouTube

youtube_video dgkL0rTlWqY · row dgkL0rTlWqY

LAION-DISCO-12M

Girl Stop Trippin

Listed as Justin Case – Girl Stop Trippin (Gotti By Justin Case) · Watch on YouTube

youtube_video hIuLWZ_x1Ig · row hIuLWZ_x1Ig

LAION-DISCO-12M

ULICE FLOW

Listed as Justin Case, Malia P – ULICE FLOW (HOMERUN) · Watch on YouTube

youtube_video ijDjdb5qSqg · row ijDjdb5qSqg

LAION-DISCO-12M

Baby You

Listed as Justin Case – Baby You (At All Cost) · Watch on YouTube

youtube_video lGE-28vLJXU · row lGE-28vLJXU

LAION-DISCO-12M

Intro

Listed as Justin Case – Intro (Gotti By Justin Case) · Watch on YouTube

youtube_video m8_lT_xH41s · row m8_lT_xH41s

LAION-DISCO-12M

BLESSED

Listed as Justin Case, Jayko Satori – BLESSED (BLESSED) · Watch on YouTube

youtube_video xWS1W3c-M74 · row xWS1W3c-M74

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.