Yes. Apathy has 195 songs listed in a dataset used to train AI music models.

Used for training 195

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 The Widow's Son (feat. Ryu), Fenwick (feat. Kappa Gamma), Bloc Party (feat. Mike Shinoda & Tak)

Listed under the artist name 195 songs in LAION-DISCO-12M

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

The Widow's Son (feat. Ryu)

Listed as Apathy – The Widow's Son (feat. Ryu) (The Widow's Son) · Watch on YouTube

youtube_video -6ZdTBUXTtk · row -6ZdTBUXTtk

LAION-DISCO-12M

Fenwick (feat. Kappa Gamma)

Listed as Apathy – Fenwick (feat. Kappa Gamma) (Fenwick) · Watch on YouTube

youtube_video 0YzjVbltZ3U · row 0YzjVbltZ3U

LAION-DISCO-12M

Bloc Party (feat. Mike Shinoda & Tak)

Listed as Apathy – Bloc Party (feat. Mike Shinoda & Tak) (Hell's Lost & Found: It's the Bootleg, Muthafuckas! Vol. 2) · Watch on YouTube

youtube_video 251SWhqlWAc · row 251SWhqlWAc

LAION-DISCO-12M

Tread Lightly (feat. Chris Webby)

Listed as Apathy – Tread Lightly (feat. Chris Webby) (The Black Lodge) · Watch on YouTube

youtube_video 3r2OpgTW0_I · row 3r2OpgTW0_I

LAION-DISCO-12M

Stop What Ya Doin' [Dirty] (feat. Celph Titled)

Listed as Apathy – Stop What Ya Doin' [Dirty] (feat. Celph Titled) (Stop What Ya Doin' (Prod. By DJ Premier)) · Watch on YouTube

youtube_video 5-rfDbRol44 · row 5-rfDbRol44

LAION-DISCO-12M

Todd McFarlane (feat. Celph Titled)

Listed as Apathy – Todd McFarlane (feat. Celph Titled) (Todd McFarlane) · Watch on YouTube

youtube_video 7zD48HIgq-c · row 7zD48HIgq-c

LAION-DISCO-12M

Tick Tock Tick

Listed as Apathy – Tick Tock Tick (Connecticut Casual: Chapter 2) · Watch on YouTube

youtube_video 879Bm7BP-wM · row 879Bm7BP-wM

LAION-DISCO-12M

Green Olives

Listed as Apathy – Green Olives (King of Gods. No Second) · Watch on YouTube

youtube_video 8iW-P7NRPWs · row 8iW-P7NRPWs

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Hypnosis (feat. Brevi)

Listed as Apathy – Hypnosis (feat. Brevi) (The Widow's Son) · Watch on YouTube

youtube_video 96qsvY3SimY · row 96qsvY3SimY

LAION-DISCO-12M

The Order

Listed as Apathy, DJ Premier – The Order (The Order) · Watch on YouTube

youtube_video 9eVw_pRQ96o · row 9eVw_pRQ96o

LAION-DISCO-12M

Jackie O

Listed as Apathy – Jackie O (Connecticut Casual: Chapter 2) · Watch on YouTube

youtube_video A0sHTimk2vE · row A0sHTimk2vE

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Don't Give up the Ship (feat. Kappa Gamma)

Listed as Apathy – Don't Give up the Ship (feat. Kappa Gamma) (Connecticut Casual) · Watch on YouTube

youtube_video BWJYx6fSpgI · row BWJYx6fSpgI

LAION-DISCO-12M

Around The Planet

Listed as Apathy – Around The Planet (Around The Planet) · Watch on YouTube

youtube_video B_XAVYURSyI · row B_XAVYURSyI

LAION-DISCO-12M

Charlie Brown (feat. Kappa Gamma & Oh No)

Listed as Apathy – Charlie Brown (feat. Kappa Gamma & Oh No) (Handshakes with Snakes) · Watch on YouTube

youtube_video E7F8MO_1CDE · row E7F8MO_1CDE

LAION-DISCO-12M

Check to Check

Listed as Apathy – Check to Check (Honkey Kong) · Watch on YouTube

youtube_video EnxlUEP5AXg · row EnxlUEP5AXg

LAION-DISCO-12M

A View of Hell (Hell of a View)

Listed as Apathy – A View of Hell (Hell of a View) (The Widow's Son) · Watch on YouTube

youtube_video GkvC2a4TvzE · row GkvC2a4TvzE

LAION-DISCO-12M

Beem Team

Listed as Apathy, Suave-Ski – Beem Team (Beem Team) · Watch on YouTube

youtube_video HyGq7noDz9I · row HyGq7noDz9I

LAION-DISCO-12M

Public Execution (Demigodz Mix) (feat. Celph Titled & Esoteric)

Listed as Apathy – Public Execution (Demigodz Mix) (feat. Celph Titled & Esoteric) (It's the Bootleg, Muthafuckas! Vol. 1) · Watch on YouTube

youtube_video IRK6KVHsc9U · row IRK6KVHsc9U

LAION-DISCO-12M

Connecticut Formal

Listed as Apathy – Connecticut Formal (Connecticut Casual: Chapter 2) · Watch on YouTube

youtube_video KjHl8u3pn8w · row KjHl8u3pn8w

LAION-DISCO-12M

Jack Ruby (feat. Kappa Gamma)

Listed as Apathy – Jack Ruby (feat. Kappa Gamma) (Connecticut Casual) · Watch on YouTube

youtube_video LDzw6HGrxGM · row LDzw6HGrxGM

LAION-DISCO-12M

Monster (feat. Chris Webby)

Listed as Apathy – Monster (feat. Chris Webby) (Fire Walk with Me: It's the Bootleg, Muthafuckas! Vol. 3) · Watch on YouTube

youtube_video O3hKfcNxVsc · row O3hKfcNxVsc

LAION-DISCO-12M

And Now

Listed as King Syze, Vinnie Paz, Apathy – And Now (Greatest Features) · Watch on YouTube

youtube_video R2KUrETX6UI · row R2KUrETX6UI

LAION-DISCO-12M

The Grand Leveler (feat. Chris Webby, Kappa Gamma, ANoyd & Hayze)

Listed as Apathy – The Grand Leveler (feat. Chris Webby, Kappa Gamma, ANoyd & Hayze) (Connecticut Casual) · Watch on YouTube

youtube_video SLxlDMgUJdY · row SLxlDMgUJdY

LAION-DISCO-12M

No One Can Hear You Scream In Space

Listed as Apathy – No One Can Hear You Scream In Space (Connecticut Casual: Chapter 2) · Watch on YouTube

youtube_video SnPGNP1ROGA · row SnPGNP1ROGA

LAION-DISCO-12M

Mk Ultra (feat. Celph Titled)

Listed as Apathy – Mk Ultra (feat. Celph Titled) (King of Gods. No Second) · Watch on YouTube

youtube_video TFfuPYkBKRA · row TFfuPYkBKRA

LAION-DISCO-12M

Shoot First (feat. B-Real of Cypress Hill & Celph Titled)

Listed as Apathy – Shoot First (feat. B-Real of Cypress Hill & Celph Titled) (Wanna Snuggle?) · Watch on YouTube

youtube_video VHCRcMF6pFo · row VHCRcMF6pFo

LAION-DISCO-12M

Pay Your Dues

Listed as Apathy – Pay Your Dues (Handshakes with Snakes) · Watch on YouTube

youtube_video VU6Q13QlE0s · row VU6Q13QlE0s

LAION-DISCO-12M

Checkmate

Listed as Apathy – Checkmate (Where's Your Album?!!) · Watch on YouTube

youtube_video WTdDEDxODC4 · row WTdDEDxODC4

LAION-DISCO-12M

Peace Connecticut

Listed as Apathy – Peace Connecticut (Honkey Kong) · Watch on YouTube

youtube_video WkmSfkm8JQk · row WkmSfkm8JQk

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Never Fall Off (feat. A.G.)

Listed as Apathy – Never Fall Off (feat. A.G.) (The Widow's Son) · Watch on YouTube

youtube_video X7QcqZuhWGk · row X7QcqZuhWGk

LAION-DISCO-12M

I Keep On (feat. Pharoahe Monch & Pete Rock)

Listed as Apathy – I Keep On (feat. Pharoahe Monch & Pete Rock) (The Widow's Son) · Watch on YouTube

youtube_video Y-J5mfZkyFQ · row Y-J5mfZkyFQ

LAION-DISCO-12M

Fist of the North Star (feat. Diabolic)

Listed as Apathy – Fist of the North Star (feat. Diabolic) (The Widow's Son) · Watch on YouTube

youtube_video YPhkPe2CoTs · row YPhkPe2CoTs

LAION-DISCO-12M

Legend of the 3rd Degree

Listed as Apathy – Legend of the 3rd Degree (The Widow's Son) · Watch on YouTube

youtube_video bt0lZ7qbHpU · row bt0lZ7qbHpU

LAION-DISCO-12M

Disgusting (feat. Black Thought)

Listed as Apathy – Disgusting (feat. Black Thought) (King of Gods. No Second) · Watch on YouTube

youtube_video c6I1LOaputU · row c6I1LOaputU

LAION-DISCO-12M

Moses (feat. Twista & Bun B)

Listed as Apathy – Moses (feat. Twista & Bun B) (Handshakes with Snakes) · Watch on YouTube

youtube_video c8wtV2icadg · row c8wtV2icadg

LAION-DISCO-12M

The Devil's Frequency (feat. RJ Payne)

Listed as Apathy – The Devil's Frequency (feat. RJ Payne) (King of Gods. No Second) · Watch on YouTube

youtube_video dGbywR-uAE4 · row dGbywR-uAE4

LAION-DISCO-12M

Handshakes with Snakes (feat. Mariagrazia, B-Real & Sick Jacken)

Listed as Apathy – Handshakes with Snakes (feat. Mariagrazia, B-Real & Sick Jacken) (Handshakes with Snakes) · Watch on YouTube

youtube_video eKzzZKbkowk · row eKzzZKbkowk

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The Game (feat. Vinnie Paz of Jedi Mind Tricks)

Listed as Apathy – The Game (feat. Vinnie Paz of Jedi Mind Tricks) (Baptism by Fire) · Watch on YouTube

youtube_video fBvYxvoAY38 · row fBvYxvoAY38

LAION-DISCO-12M

Hammond Court Kids

Listed as Apathy – Hammond Court Kids (Connecticut Casual: Chapter 2) · Watch on YouTube

youtube_video k2awMgmKU8I · row k2awMgmKU8I

LAION-DISCO-12M

Colossal Beasts (feat. Swollen Members, Esoteric & Celph Titled)

Listed as Apathy – Colossal Beasts (feat. Swollen Members, Esoteric & Celph Titled) (The Black Lodge) · Watch on YouTube

youtube_video r6SEEc96qOk · row r6SEEc96qOk

LAION-DISCO-12M

Suicide Music (feat. Ryu)

Listed as Apathy – Suicide Music (feat. Ryu) (The Black Lodge) · Watch on YouTube

youtube_video rr_DCJzVlhk · row rr_DCJzVlhk

LAION-DISCO-12M

East Coast Rapist (Bonus Track)

Listed as Apathy – East Coast Rapist (Bonus Track) (Honkey Kong) · Watch on YouTube

youtube_video sLaBx0kIElE · row sLaBx0kIElE

LAION-DISCO-12M

Attention Deficit Disorder

Listed as Apathy – Attention Deficit Disorder (Handshakes with Snakes) · Watch on YouTube

youtube_video t-KbgI5XyCk · row t-KbgI5XyCk

LAION-DISCO-12M

The Curse of the Kennedys (feat. Chris Webby, Kappa Gamma, ANoyd & Hayze)

Listed as Apathy – The Curse of the Kennedys (feat. Chris Webby, Kappa Gamma, ANoyd & Hayze) (Connecticut Casual) · Watch on YouTube

youtube_video uDcAu4F_Rh8 · row uDcAu4F_Rh8

LAION-DISCO-12M

Sinners

Listed as Sees, Fnx, Apathy – Sinners (Sinners) · Watch on YouTube

youtube_video urqq3PZEDOs · row urqq3PZEDOs

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Face Down (feat. Sick Jacken)

Listed as Apathy – Face Down (feat. Sick Jacken) (King of Gods. No Second) · Watch on YouTube

youtube_video uwmjQ9b4vm8 · row uwmjQ9b4vm8

LAION-DISCO-12M

Honkey Kong (feat. Vinnie Paz of Jedi Mind Tricks)

Listed as Apathy – Honkey Kong (feat. Vinnie Paz of Jedi Mind Tricks) (Honkey Kong) · Watch on YouTube

youtube_video vFKuEmmiBvs · row vFKuEmmiBvs

LAION-DISCO-12M

Never Change (feat. Little Vic)

Listed as Apathy – Never Change (feat. Little Vic) (Connecticut Casual: Chapter 2) · Watch on YouTube

youtube_video vZIGd1Dljzs · row vZIGd1Dljzs

LAION-DISCO-12M

The Spellbook

Listed as Apathy – The Spellbook (The Widow's Son) · Watch on YouTube

youtube_video zLebDDH_sAw · row zLebDDH_sAw

LAION-DISCO-12M

Black Snow 2 (feat. Sicknature, Celph Titled & Ill Bill)

Listed as Apathy – Black Snow 2 (feat. Sicknature, Celph Titled & Ill Bill) (The Black Lodge) · Watch on YouTube

youtube_video zlOIjBCBxDw · row zlOIjBCBxDw

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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.