Yes. OG Boobie Black has 90 songs listed in a dataset used to train AI music models.

Used for training 90

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 Rufus Mack in the Magnolia, Walk Down, Money Out The Trap

Listed under the artist name 90 songs in LAION-DISCO-12M

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

Rufus Mack in the Magnolia

Listed as OG Boobie Black – Rufus Mack in the Magnolia (The Boobie Trapp) · Watch on YouTube

youtube_video 0tEkNa8mh7w · row 0tEkNa8mh7w

LAION-DISCO-12M

Walk Down

Listed as OG Boobie Black – Walk Down (The Boobie Trapp 2) · Watch on YouTube

youtube_video 1JdHjoKV6BA · row 1JdHjoKV6BA

LAION-DISCO-12M

Money Out The Trap

Listed as Tyson el Dominicano, OG Boobie Black – Money Out The Trap (Trap Cartel) · Watch on YouTube

youtube_video 1RKhkOBbW6g · row 1RKhkOBbW6g

LAION-DISCO-12M

Overtime (feat. Marc Payne)

Listed as OG Boobie Black – Overtime (feat. Marc Payne) (Boobie Trapp 3) · Watch on YouTube

youtube_video 2BHZe-96RN8 · row 2BHZe-96RN8

LAION-DISCO-12M

Godfather

Listed as OG Boobie Black – Godfather (The Boobie Trapp) · Watch on YouTube

youtube_video 4XBpIaTm_9s · row 4XBpIaTm_9s

LAION-DISCO-12M

Don't Know Me

Listed as OG Boobie Black – Don't Know Me (The Boobie Trapp 2) · Watch on YouTube

youtube_video 5jHVkmtZuag · row 5jHVkmtZuag

LAION-DISCO-12M

Og

Listed as OG Boobie Black, Gillie Da Kid – Og (Boobie Trapp 3) · Watch on YouTube

youtube_video 6aJ3Sz2KJh4 · row 6aJ3Sz2KJh4

LAION-DISCO-12M

Certified

Listed as OG Boobie Black – Certified (Black Jesus) · Watch on YouTube

youtube_video 6g32vEbsHV4 · row 6g32vEbsHV4

LAION-DISCO-12M

I’m On

Listed as OG Boobie Black – I’m On (Boobie Trap 3 1/2) · Watch on YouTube

youtube_video 7K389GeS78Y · row 7K389GeS78Y

LAION-DISCO-12M

Undefeated

Listed as Bezz Believe, Og Boobie Black – Undefeated (Iron Sharpens Iron) · Watch on YouTube

youtube_video 8RiH2q5FkX8 · row 8RiH2q5FkX8

LAION-DISCO-12M

Victory Lap

Listed as Bezz Believe, Og Boobie Black – Victory Lap (Iron Sharpens Iron) · Watch on YouTube

youtube_video CRZGFIv5jtM · row CRZGFIv5jtM

LAION-DISCO-12M

Pack Touchdown

Listed as Tyson el Dominicano, OG Boobie Black – Pack Touchdown (Trap Cartel) · Watch on YouTube

youtube_video ChZ7hFGSn4s · row ChZ7hFGSn4s

LAION-DISCO-12M

The Other Side

Listed as OG Boobie Black – The Other Side (The Boobie Trapp) · Watch on YouTube

youtube_video FYrGQwuf0pE · row FYrGQwuf0pE

LAION-DISCO-12M

Muthafucka

Listed as OG Boobie Black – Muthafucka (The Boobie Trapp 2) · Watch on YouTube

youtube_video FjqqN7KUaO8 · row FjqqN7KUaO8

LAION-DISCO-12M

Handle That

Listed as OG Boobie Black – Handle That (Boobie Trapp 3) · Watch on YouTube

youtube_video GoEu-mUl-l4 · row GoEu-mUl-l4

LAION-DISCO-12M

Ogbty

Listed as OG Boobie Black, BTY Young'n, Jay Jones – Ogbty (Boobie Trapp 3) · Watch on YouTube

youtube_video JcZ1xz-Nhpo · row JcZ1xz-Nhpo

LAION-DISCO-12M

Thoughts 2.0

Listed as OG Boobie Black – Thoughts 2.0 (The Boobie Trapp) · Watch on YouTube

youtube_video NiQmWIp8-R4 · row NiQmWIp8-R4

LAION-DISCO-12M

Intro

Listed as OG Boobie Black – Intro (The Boobie Trapp 2) · Watch on YouTube

youtube_video NxpuCYzZ9j8 · row NxpuCYzZ9j8

LAION-DISCO-12M

Holla

Listed as OG Boobie Black – Holla (The Boobie Trapp) · Watch on YouTube

youtube_video PzL2xlkacmw · row PzL2xlkacmw

LAION-DISCO-12M

Og

Listed as OG Boobie Black, Marcelo – Og (The Boobie Trapp 2) · Watch on YouTube

youtube_video WgV19y20vSw · row WgV19y20vSw

LAION-DISCO-12M

On the Block in the City (Intro)

Listed as OG Boobie Black – On the Block in the City (Intro) (Boobie Trapp 3) · Watch on YouTube

youtube_video YXsr_AdtnWM · row YXsr_AdtnWM

LAION-DISCO-12M

Heartless

Listed as OG Boobie Black – Heartless (Boobie Trapp 3) · Watch on YouTube

youtube_video ZbrynN7wveM · row ZbrynN7wveM

LAION-DISCO-12M

Get It In

Listed as Tyson el Dominicano, OG Boobie Black – Get It In (Trap Cartel) · Watch on YouTube

youtube_video _MTU12-t38A · row _MTU12-t38A

LAION-DISCO-12M

My Lil Potna

Listed as OG Boobie Black – My Lil Potna (Black Jesus) · Watch on YouTube

youtube_video ax6VOrWg3N0 · row ax6VOrWg3N0

LAION-DISCO-12M

That’s Crazy

Listed as OG Boobie Black – That’s Crazy (Boobie Trap 3 1/2) · Watch on YouTube

youtube_video bGV5Zh6ZtOM · row bGV5Zh6ZtOM

LAION-DISCO-12M

Jamaica (feat. Masicka)

Listed as OG Boobie Black – Jamaica (feat. Masicka) (Boobie Trapp 3) · Watch on YouTube

youtube_video bhhXA5yaLoI · row bhhXA5yaLoI

LAION-DISCO-12M

Buy A Bitch

Listed as Tyson el Dominicano, OG Boobie Black – Buy A Bitch (Trap Cartel) · Watch on YouTube

youtube_video cpsa59KBJgQ · row cpsa59KBJgQ

LAION-DISCO-12M

God To A Fiend

Listed as Tyson el Dominicano, OG Boobie Black – God To A Fiend (Trap Cartel) · Watch on YouTube

youtube_video cx5xkaa_vlY · row cx5xkaa_vlY

LAION-DISCO-12M

Grindin

Listed as Tyson el Dominicano, OG Boobie Black – Grindin (Trap Cartel) · Watch on YouTube

youtube_video dpEbZ_zGqU4 · row dpEbZ_zGqU4

LAION-DISCO-12M

I Just Want The Bag

Listed as Tyson el Dominicano, OG Boobie Black – I Just Want The Bag (Trap Cartel) · Watch on YouTube

youtube_video gEiK3242-Zg · row gEiK3242-Zg

LAION-DISCO-12M

Blanco (The Bitch, Pt. 2)

Listed as OG Boobie Black – Blanco (The Bitch, Pt. 2) (Boobie Trapp 3) · Watch on YouTube

youtube_video iMkNCQWo5AU · row iMkNCQWo5AU

LAION-DISCO-12M

The Boobie Trapp Skit

Listed as OG Boobie Black – The Boobie Trapp Skit (The Boobie Trapp 2) · Watch on YouTube

youtube_video iTFp0QBb50w · row iTFp0QBb50w

LAION-DISCO-12M

Gwapo (The Story, Pt. 1)

Listed as OG Boobie Black – Gwapo (The Story, Pt. 1) (Boobie Trapp 3) · Watch on YouTube

youtube_video iW7l5YU8Jsc · row iW7l5YU8Jsc

LAION-DISCO-12M

Intro

Listed as OG Boobie Black – Intro (The Boobie Trapp 2) · Watch on YouTube

youtube_video jkO4UyZvf18 · row jkO4UyZvf18

LAION-DISCO-12M

Boss Mann

Listed as OG Boobie Black – Boss Mann (Boobie Trap 3 1/2) · Watch on YouTube

youtube_video k0EGHUF5ZSs · row k0EGHUF5ZSs

LAION-DISCO-12M

Watching Me

Listed as OG Boobie Black – Watching Me (Boobie Trap 3 1/2) · Watch on YouTube

youtube_video kUgkqibkAuQ · row kUgkqibkAuQ

LAION-DISCO-12M

Derek Rose

Listed as OG Boobie Black – Derek Rose (Boobie Trap 3 1/2) · Watch on YouTube

youtube_video lFnJZmXA90U · row lFnJZmXA90U

LAION-DISCO-12M

New Shit

Listed as OG Boobie Black – New Shit (Boobie Trapp 3) · Watch on YouTube

youtube_video rb8vaaxag_U · row rb8vaaxag_U

LAION-DISCO-12M

Backwoods

Listed as Bezz Believe, Og Boobie Black – Backwoods (Iron Sharpens Iron) · Watch on YouTube

youtube_video rghEjEY8SQA · row rghEjEY8SQA

LAION-DISCO-12M

Crosses

Listed as OG Boobie Black – Crosses (The Boobie Trapp) · Watch on YouTube

youtube_video uUBMXzU7ABs · row uUBMXzU7ABs

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.