Yes. Tragedy Khadafi 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 Lift Ya Glass (prod. Ayatollah), Calm Down, Think Differently

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.

Lift Ya Glass (prod. Ayatollah)

Listed as Tragedy Khadafi – Lift Ya Glass (prod. Ayatollah) (Against All Odds) · Watch on YouTube

youtube_video -2NMjKwo6S4 · row -2NMjKwo6S4

LAION-DISCO-12M

Calm Down

Listed as Tragedy Khadafi, Nas, Noreaga – Calm Down (The Kuwait Tapes) · Watch on YouTube

youtube_video -61nd7d4KGs · row -61nd7d4KGs

LAION-DISCO-12M

Think Differently

Listed as Casual, Roc Marciano, Vordul Mega, Tragedy Khadafi – Think Differently (Wu-Tang Meets The Indie Culture) · Watch on YouTube

youtube_video -ET0zDLOTzQ · row -ET0zDLOTzQ

LAION-DISCO-12M

Grand Groove

Listed as Intelligent Hoodlum – Grand Groove (Tragedy: Saga Of A Hoodlum) · Watch on YouTube

youtube_video -l21slEQNpI · row -l21slEQNpI

LAION-DISCO-12M

Soprano Distributors

Listed as BP, Tragedy Khadafi – Soprano Distributors (Immortal Titans on HBO) · Watch on YouTube

youtube_video 67OXFO9sUvs · row 67OXFO9sUvs

LAION-DISCO-12M

They Force My Hand (prod. Spunk Bigga)

Listed as Tragedy Khadafi, Cormega – They Force My Hand (prod. Spunk Bigga) (Against All Odds) · Watch on YouTube

youtube_video 9xr96oDybhE · row 9xr96oDybhE

LAION-DISCO-12M

Real

Listed as Tragedy Khadafi – Real (The Mahdi Files) · Watch on YouTube

youtube_video BChKRq-Sb1g · row BChKRq-Sb1g

LAION-DISCO-12M

Usual Suspects

Listed as Tragedy Khadafi, The L.O.X, Mic Geronimo, Ja Rule – Usual Suspects (The Kuwait Tapes) · Watch on YouTube

youtube_video BGnrQ-NF2vA · row BGnrQ-NF2vA

LAION-DISCO-12M

Game Type

Listed as Intelligent Hoodlum – Game Type (Intelligent Hoodlum) · Watch on YouTube

youtube_video CU_LYy4cnE0 · row CU_LYy4cnE0

LAION-DISCO-12M

1st Day of Spring

Listed as Tragedy Khadafi, Mobb Deep – 1st Day of Spring (The Kuwait Tapes) · Watch on YouTube

youtube_video DJdp5VAc4As · row DJdp5VAc4As

LAION-DISCO-12M

T.M. (prod. Nasheim Myrick)

Listed as Tragedy Khadafi – T.M. (prod. Nasheim Myrick) (Against All Odds) · Watch on YouTube

youtube_video GVLc58wwnV4 · row GVLc58wwnV4

LAION-DISCO-12M

Still Reporting (prod. Booth)

Listed as Tragedy Khadafi – Still Reporting (prod. Booth) (Still Reporting,,,) · Watch on YouTube

youtube_video H3WPcKzDZkw · row H3WPcKzDZkw

LAION-DISCO-12M

Musical Warfare

Listed as DJ Supa Dave, Tragedy Khadafi, Blaq Poet – Musical Warfare (Musical Warfare) · Watch on YouTube

youtube_video MpbUH7S6K9A · row MpbUH7S6K9A

LAION-DISCO-12M

What's Poppin

Listed as Tragedy Khadafi, Havoc – What's Poppin (Thug Matrix 4118) · Watch on YouTube

youtube_video O4Rn8aSADw4 · row O4Rn8aSADw4

LAION-DISCO-12M

Against All Odds (prod. Just Blaze)

Listed as Tragedy Khadafi – Against All Odds (prod. Just Blaze) (Against All Odds) · Watch on YouTube

youtube_video PZkDMiURF8E · row PZkDMiURF8E

LAION-DISCO-12M

The Turnaround (Thug Remix)

Listed as Tragedy Khadafi, Real Live, Capone – The Turnaround (Thug Remix) (The Kuwait Tapes) · Watch on YouTube

youtube_video Pqn9yJEEalc · row Pqn9yJEEalc

LAION-DISCO-12M

Permanently Scarred (prod. Spunk Bigga)

Listed as Tragedy Khadafi – Permanently Scarred (prod. Spunk Bigga) (Against All Odds) · Watch on YouTube

youtube_video SbIFtbfgaIc · row SbIFtbfgaIc

LAION-DISCO-12M

Kingz of Queens feat. Tragedy Khadafi & Blaq Poet (feat. Tragedy Khadafi & Blaq Poet)

Listed as Nature, Tragedy Khadafi, Blaq Poet – Kingz of Queens feat. Tragedy Khadafi & Blaq Poet (feat. Tragedy Khadafi & Blaq Poet) (Queens Classics) · Watch on YouTube

youtube_video Sj5urRDa-qQ · row Sj5urRDa-qQ

LAION-DISCO-12M

Gengis Khan

Listed as Jedi Mind Tricks, Tragedy Khadafi – Gengis Khan (Violent By Design) · Watch on YouTube

youtube_video TO80xgPOFwc · row TO80xgPOFwc

LAION-DISCO-12M

Thug Paradise

Listed as Capone-N-Noreaga, Tragedy Khadafi – Thug Paradise (The War Report) · Watch on YouTube

youtube_video UT9Dl6di0Zc · row UT9Dl6di0Zc

LAION-DISCO-12M

Lets Be Specific

Listed as Tragedy Khadafi, Cool Whip, Funkmaster Flex, Bumpy Knuckles – Lets Be Specific (The Kuwait Tapes) · Watch on YouTube

youtube_video VmzS0T_zOy0 · row VmzS0T_zOy0

LAION-DISCO-12M

Fall Back (prod. Scram Jones)

Listed as Tragedy Khadafi, Havoc – Fall Back (prod. Scram Jones) (Still Reporting,,,) · Watch on YouTube

youtube_video WkO0NQLu4wg · row WkO0NQLu4wg

LAION-DISCO-12M

Immortal Titans Part II

Listed as Tragedy Khadafi, BP Infinite – Immortal Titans Part II (Immortal Titans, Vol. 2) · Watch on YouTube

youtube_video WnIFehvUYgg · row WnIFehvUYgg

LAION-DISCO-12M

Grand Groove (Bonus Mix)

Listed as Intelligent Hoodlum – Grand Groove (Bonus Mix) (Tragedy: Saga Of A Hoodlum) · Watch on YouTube

youtube_video X7qEnc8fYDs · row X7qEnc8fYDs

LAION-DISCO-12M

Arrest The President

Listed as Intelligent Hoodlum – Arrest The President (Intelligent Hoodlum) · Watch on YouTube

youtube_video YvBJpnfmZJg · row YvBJpnfmZJg

LAION-DISCO-12M

The Posse (Shoot 'Em Up)

Listed as Intelligent Hoodlum – The Posse (Shoot 'Em Up) (Tragedy: Saga Of A Hoodlum) · Watch on YouTube

youtube_video _o1H7YQt35g · row _o1H7YQt35g

LAION-DISCO-12M

Intelligent Hoodlum

Listed as Intelligent Hoodlum – Intelligent Hoodlum (Intelligent Hoodlum) · Watch on YouTube

youtube_video ajLhomv2xXQ · row ajLhomv2xXQ

LAION-DISCO-12M

Crying On The Inside (prod. Scram Jones)

Listed as Tragedy Khadafi – Crying On The Inside (prod. Scram Jones) (Still Reporting,,,) · Watch on YouTube

youtube_video aqGBcsBdBEo · row aqGBcsBdBEo

LAION-DISCO-12M

Hood Love (prod. Booth)

Listed as Tragedy Khadafi, Rashida – Hood Love (prod. Booth) (Still Reporting,,,) · Watch on YouTube

youtube_video fa0pBZIBNXc · row fa0pBZIBNXc

LAION-DISCO-12M

How OZ Feel

Listed as BP, Tragedy Khadafi, Nature, The Hoodies – How OZ Feel (Immortal Titans on HBO) · Watch on YouTube

youtube_video gb9FXDPakls · row gb9FXDPakls

LAION-DISCO-12M

Enemies

Listed as Tragedy Khadafi, Raekwon, Planet Asia, Scram Jones – Enemies (Hidden Files) · Watch on YouTube

youtube_video gztg1DercAQ · row gztg1DercAQ

LAION-DISCO-12M

General Statis

Listed as Tragedy Khadafi, Kool G Rap, Scram Jones, Styles P – General Statis (Q.U. Soldier) · Watch on YouTube

youtube_video iCRAYo9LnWw · row iCRAYo9LnWw

LAION-DISCO-12M

Neva Die Alone Pt. 2 (prod. Scram Jones)

Listed as Tragedy Khadafi – Neva Die Alone Pt. 2 (prod. Scram Jones) (Still Reporting,,,) · Watch on YouTube

youtube_video i_ygegOuKSY · row i_ygegOuKSY

LAION-DISCO-12M

Renaissance

Listed as Hell Razah, Tragedy Khadafi, Timbo King, R.A. The Rugged Man – Renaissance (Renaissance Child) · Watch on YouTube

youtube_video jNhFDT72II8 · row jNhFDT72II8

LAION-DISCO-12M

Calm Down (Instrumental)

Listed as Tragedy Khadafi – Calm Down (Instrumental) (The Instrumentals) · Watch on YouTube

youtube_video jrv__DBzt8c · row jrv__DBzt8c

LAION-DISCO-12M

True Confessions

Listed as Tragedy Khadafi, Imam Thug – True Confessions (Thug Matrix 4118) · Watch on YouTube

youtube_video kEs3tXIg57E · row kEs3tXIg57E

LAION-DISCO-12M

Black And Proud

Listed as Intelligent Hoodlum – Black And Proud (Intelligent Hoodlum) · Watch on YouTube

youtube_video kNUY4OoXpqA · row kNUY4OoXpqA

LAION-DISCO-12M

Blood Type

Listed as Tragedy Khadafi – Blood Type (DJ Hotday Present Lost & Unreleased V.2) · Watch on YouTube

youtube_video mCcLcwtLbcQ · row mCcLcwtLbcQ

LAION-DISCO-12M

Get Back

Listed as Ammo, Prodigy, Tragedy Khadafi – Get Back (Lake Entertainment Presents: The 41st Side (Deluxe)) · Watch on YouTube

youtube_video mkGG--kVIZ8 · row mkGG--kVIZ8

LAION-DISCO-12M

Strange Fruit

Listed as Tragedy Khadafi, Sticky Fingaz, Pete Rock, Cappadonna – Strange Fruit (The Kuwait Tapes) · Watch on YouTube

youtube_video nZHLZZeQ9rs · row nZHLZZeQ9rs

LAION-DISCO-12M

Ape Something

Listed as Tragedy Khadafi, Killa Sha, Littles, Pretty Ugly – Ape Something (Q.U. Soldier) · Watch on YouTube

youtube_video rNQshOIwOiI · row rNQshOIwOiI

LAION-DISCO-12M

Kublai Khan

Listed as Jedi Mind Tricks, Tragedy Khadafi, Goretex of Non-Phixion – Kublai Khan (Visions Of Gandhi) · Watch on YouTube

youtube_video rhoyOX0fb4Y · row rhoyOX0fb4Y

LAION-DISCO-12M

Alluminatti

Listed as Tragedy Khadafi, Imam Thug – Alluminatti (Thug Matrix 4118) · Watch on YouTube

youtube_video s7aUkBNKgMY · row s7aUkBNKgMY

LAION-DISCO-12M

Blood Shot

Listed as Tragedy Khadafi, Blaq Poet, Hostyle – Blood Shot (Q.U. Soldier) · Watch on YouTube

youtube_video sJ8ieqk_PVw · row sJ8ieqk_PVw

LAION-DISCO-12M

Stay Free

Listed as Tragedy Khadafi, Littles – Stay Free (The Mahdi Files) · Watch on YouTube

youtube_video tDdpogD-_Qg · row tDdpogD-_Qg

LAION-DISCO-12M

On Grind (Prod. Scram Jones)

Listed as Nature, Tragedy Khadafi, Littles – On Grind (Prod. Scram Jones) (The Ashtray Effect 3) · Watch on YouTube

youtube_video v4j5ihFaHog · row v4j5ihFaHog

LAION-DISCO-12M

Walk With Me (prod. Sha Self)

Listed as Tragedy Khadafi – Walk With Me (prod. Sha Self) (Still Reporting,,,) · Watch on YouTube

youtube_video vyjn-NGItMk · row vyjn-NGItMk

LAION-DISCO-12M

Leviathan

Listed as ILL BILL, Tragedy Khadafi, Non Phixion – Leviathan (Leviathan) · Watch on YouTube

youtube_video xY719ra3yj8 · row xY719ra3yj8

LAION-DISCO-12M

Back To Reality

Listed as Intelligent Hoodlum – Back To Reality (Intelligent Hoodlum) · Watch on YouTube

youtube_video yTNsF7XfUdc · row yTNsF7XfUdc

LAION-DISCO-12M

Bottom Line Dollar Sign

Listed as Tragedy Khadafi, F.T., Jane Doe, X1 – Bottom Line Dollar Sign (The Kuwait Tapes) · Watch on YouTube

youtube_video zo5Bu6r2GfY · row zo5Bu6r2GfY

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.