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 Plans to Expand, Blow Ya Head Off (feat. Marvalyss & Blacastan), Regeneration (Remix) (feat. Nas)

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.

Plans to Expand

Listed as Apathy – Plans to Expand (Tour Lords) · Watch on YouTube

youtube_video -GS0uYn6f7Y · row -GS0uYn6f7Y

LAION-DISCO-12M

Blow Ya Head Off (feat. Marvalyss & Blacastan)

Listed as Apathy – Blow Ya Head Off (feat. Marvalyss & Blacastan) (Handshakes with Snakes) · Watch on YouTube

youtube_video -IStgSyjx_o · row -IStgSyjx_o

LAION-DISCO-12M

Regeneration (Remix) (feat. Nas)

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

youtube_video -WifloIQzug · row -WifloIQzug

LAION-DISCO-12M

Amon Raw (feat. Pumpkinhead & Celph Titled)

Listed as Apathy – Amon Raw (feat. Pumpkinhead & Celph Titled) (Handshakes with Snakes) · Watch on YouTube

youtube_video 14STmaJYZVA · row 14STmaJYZVA

LAION-DISCO-12M

No Such Thing (feat. Nutso & Spit Gemz)

Listed as Apathy – No Such Thing (feat. Nutso & Spit Gemz) (Handshakes with Snakes) · Watch on YouTube

youtube_video 20DPDqgNb6w · row 20DPDqgNb6w

LAION-DISCO-12M

One Man Army

Listed as Apathy – One Man Army (One Man Army) · Watch on YouTube

youtube_video 3JSNxOkhtXw · row 3JSNxOkhtXw

LAION-DISCO-12M

Get Ridiculous (feat. Outerspace & Lawrence Arnell)

Listed as Apathy – Get Ridiculous (feat. Outerspace & Lawrence Arnell) (The Black Lodge) · Watch on YouTube

youtube_video 4hxfF3HWgZs · row 4hxfF3HWgZs

LAION-DISCO-12M

Soviet Official

Listed as Apathy, O.C. – Soviet Official (Soviet Official) · Watch on YouTube

youtube_video 56MQb47Kmlg · row 56MQb47Kmlg

LAION-DISCO-12M

Stomp Rappers (feat. Celph Titled & M.O.P.)

Listed as Apathy – Stomp Rappers (feat. Celph Titled & M.O.P.) (The Widow's Son) · Watch on YouTube

youtube_video 9QNEElXcPnY · row 9QNEElXcPnY

LAION-DISCO-12M

Can't Leave Rap Alone (feat. Celph Titled & Ryu)

Listed as Apathy – Can't Leave Rap Alone (feat. Celph Titled & Ryu) (Eastern Philosophy (Special Edition)) · Watch on YouTube

youtube_video AZGvUAXPzvQ · row AZGvUAXPzvQ

LAION-DISCO-12M

Martha Moxley (Rest in Peace) (feat. Chris Webby, Kappa Gamma, ANoyd & Hayze)

Listed as Apathy – Martha Moxley (Rest in Peace) (feat. Chris Webby, Kappa Gamma, ANoyd & Hayze) (Connecticut Casual) · Watch on YouTube

youtube_video Ayf4FAxUmr4 · row Ayf4FAxUmr4

LAION-DISCO-12M

Sick Lunatic

Listed as Apathy – Sick Lunatic (Tour Lords) · Watch on YouTube

youtube_video BRE2pc5kdUI · row BRE2pc5kdUI

LAION-DISCO-12M

New England Royalty

Listed as Apathy – New England Royalty (Weekend at the Cape) · Watch on YouTube

youtube_video CBSfaI6i0rQ · row CBSfaI6i0rQ

LAION-DISCO-12M

The Grass Ain't Greener (feat. Chris Webby, Kappa Gamma, ANoyd & Hayze)

Listed as Apathy – The Grass Ain't Greener (feat. Chris Webby, Kappa Gamma, ANoyd & Hayze) (Connecticut Casual) · Watch on YouTube

youtube_video E5yV4Hm4I4I · row E5yV4Hm4I4I

LAION-DISCO-12M

Represent (feat. Celph Titled & Motive)

Listed as Apathy – Represent (feat. Celph Titled & Motive) (Where's Your Album?!!) · Watch on YouTube

youtube_video GgXzBHXnBmI · row GgXzBHXnBmI

LAION-DISCO-12M

Rap Is Not Pop

Listed as Apathy – Rap Is Not Pop (Handshakes with Snakes) · Watch on YouTube

youtube_video ILwFz81kiMY · row ILwFz81kiMY

LAION-DISCO-12M

Kingdom Of The Coroner

Listed as Apathy – Kingdom Of The Coroner (Connecticut Casual: Chapter 2) · Watch on YouTube

youtube_video JYTNwwp90ks · row JYTNwwp90ks

LAION-DISCO-12M

Rise and Shine (feat. Locksmith)

Listed as Apathy – Rise and Shine (feat. Locksmith) (The Widow's Son) · Watch on YouTube

youtube_video KCY3Kr2cz-E · row KCY3Kr2cz-E

LAION-DISCO-12M

Godz in da Front (feat. Styles of Beyond, Motive, Esoteric & Emilio Lopez)

Listed as Apathy – Godz in da Front (feat. Styles of Beyond, Motive, Esoteric & Emilio Lopez) (Hell's Lost & Found: It's the Bootleg, Muthafuckas! Vol. 2) · Watch on YouTube

youtube_video Knyj8XOTgGY · row Knyj8XOTgGY

LAION-DISCO-12M

Chemical

Listed as Apathy – Chemical (Eastern Philosophy) · Watch on YouTube

youtube_video LK9h-ggy1oY · row LK9h-ggy1oY

LAION-DISCO-12M

It's Only Hip Hop (feat. Brevi)

Listed as Apathy – It's Only Hip Hop (feat. Brevi) (Honkey Kong) · Watch on YouTube

youtube_video MNicyvIgYiM · row MNicyvIgYiM

LAION-DISCO-12M

Eazy $

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

youtube_video NAW0GfV741w · row NAW0GfV741w

LAION-DISCO-12M

Slow Motion

Listed as Apathy – Slow Motion (Tour Lords) · Watch on YouTube

youtube_video O1_L1aMzPVs · row O1_L1aMzPVs

LAION-DISCO-12M

Rap Legend

Listed as Apathy – Rap Legend (Tour Lords) · Watch on YouTube

youtube_video OI3w5z0iudI · row OI3w5z0iudI

LAION-DISCO-12M

Fear Itself

Listed as Apathy – Fear Itself (Honkey Kong) · Watch on YouTube

youtube_video RMUHcpfJXX8 · row RMUHcpfJXX8

LAION-DISCO-12M

Norman Bates (feat. Taboo, Locksmith, Diabolic & Nino Bless)

Listed as Apathy – Norman Bates (feat. Taboo, Locksmith, Diabolic & Nino Bless) (The Black Lodge) · Watch on YouTube

youtube_video SDhBYEhSb9c · row SDhBYEhSb9c

LAION-DISCO-12M

Chaos

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

youtube_video THaqWebI2-0 · row THaqWebI2-0

LAION-DISCO-12M

Immortal (Dirty)

Listed as Apathy – Immortal (Dirty) (Immortal / School (Demigodz Classic Singles)) · Watch on YouTube

youtube_video VtHAcIy7blY · row VtHAcIy7blY

LAION-DISCO-12M

I Dedicate This to You (feat. Tosha Makia)

Listed as Apathy – I Dedicate This to You (feat. Tosha Makia) (Honkey Kong) · Watch on YouTube

youtube_video WeRwA6HdBck · row WeRwA6HdBck

LAION-DISCO-12M

Dream Sequence (feat. Snak The Ripper & Bennett)

Listed as Apathy – Dream Sequence (feat. Snak The Ripper & Bennett) (Where the River Meets the Sea) · Watch on YouTube

youtube_video YFa28rBg9qE · row YFa28rBg9qE

LAION-DISCO-12M

Smoke Weed Everyday [Bonus Track] (feat. Scoop Deville)

Listed as Apathy – Smoke Weed Everyday [Bonus Track] (feat. Scoop Deville) (Honkey Kong) · Watch on YouTube

youtube_video YtbWN6wCP2A · row YtbWN6wCP2A

LAION-DISCO-12M

I'm a Demigod

Listed as Apathy – I'm a Demigod (Wanna Snuggle?) · Watch on YouTube

youtube_video _A8SLYNBs4M · row _A8SLYNBs4M

LAION-DISCO-12M

When You Need Me (feat. Planetary & Vinnie Paz)

Listed as Apathy – When You Need Me (feat. Planetary & Vinnie Paz) (The Black Lodge) · Watch on YouTube

youtube_video aiUhzvmkWrY · row aiUhzvmkWrY

LAION-DISCO-12M

Fuck You

Listed as Apathy – Fuck You (Baptism by Fire) · Watch on YouTube

youtube_video cihouP6f5P8 · row cihouP6f5P8

LAION-DISCO-12M

Rap is Not Pop (Thrown off the Stage Mix)

Listed as Apathy – Rap is Not Pop (Thrown off the Stage Mix) (Tour Lords) · Watch on YouTube

youtube_video creYms7tCd4 · row creYms7tCd4

LAION-DISCO-12M

Real Nice (Club and Casino Explicit Official)

Listed as Tyson Willert, Celph Titled, Keith Murray, Apathy – Real Nice (Club and Casino Explicit Official) (Real Nice (Club and Casino Single EP)) · Watch on YouTube

youtube_video dOUq8NPca4A · row dOUq8NPca4A

LAION-DISCO-12M

Summer At The Shore

Listed as Apathy – Summer At The Shore (Summer At The Shore EP) · Watch on YouTube

youtube_video f8pZcpJTlQw · row f8pZcpJTlQw

LAION-DISCO-12M

Alien Weaponry

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

youtube_video fq8MfBYmQ6g · row fq8MfBYmQ6g

LAION-DISCO-12M

Shotcallaz (feat. Suicide Kings & Celph Titled)

Listed as Apathy – Shotcallaz (feat. Suicide Kings & Celph Titled) (The Black Lodge) · Watch on YouTube

youtube_video h9SB9o3J8Rw · row h9SB9o3J8Rw

LAION-DISCO-12M

Well, Well, Well (feat. Celph Titled, Rise & Esoteric)

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

youtube_video lnE2A68Fsfg · row lnE2A68Fsfg

LAION-DISCO-12M

My Little Razorblade

Listed as Apathy, Ryu, Scoop Deville of Get Busy Committee – My Little Razorblade (Uzi Does It) · Watch on YouTube

youtube_video mCyz47qoKGc · row mCyz47qoKGc

LAION-DISCO-12M

Back in New England (feat. Chris Webby)

Listed as Apathy – Back in New England (feat. Chris Webby) (Connecticut Casual) · Watch on YouTube

youtube_video p6pd8Axlm7E · row p6pd8Axlm7E

LAION-DISCO-12M

Speak Now (feat. Vinnie Paz of Jedi Mind Tricks & Esoteric)

Listed as Apathy – Speak Now (feat. Vinnie Paz of Jedi Mind Tricks & Esoteric) (It's the Bootleg, Muthafuckas! Vol. 1) · Watch on YouTube

youtube_video qMpwYSVohBQ · row qMpwYSVohBQ

LAION-DISCO-12M

The Recipe (feat. Xzibit)

Listed as Apathy – The Recipe (feat. Xzibit) (Honkey Kong) · Watch on YouTube

youtube_video rRbOeYUp6WY · row rRbOeYUp6WY

LAION-DISCO-12M

The Kingdom of God

Listed as Apathy – The Kingdom of God (King of Gods. No Second) · Watch on YouTube

youtube_video s6GTmx--G5s · row s6GTmx--G5s

LAION-DISCO-12M

Holy Ghost (feat. Slaine)

Listed as Apathy – Holy Ghost (feat. Slaine) (Honkey Kong) · Watch on YouTube

youtube_video ugsluQ5X9ME · row ugsluQ5X9ME

LAION-DISCO-12M

Connecticut Casual (feat. Chris Webby, Kappa Gamma, ANoyd & Hayze)

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

youtube_video wUn9PquEBVU · row wUn9PquEBVU

LAION-DISCO-12M

Just Begun (Dirty)

Listed as Apathy – Just Begun (Dirty) (Just Begun / Chrome Depot Freestyle (Demigodz Classic Singles)) · Watch on YouTube

youtube_video wwtC7DI9f0Y · row wwtC7DI9f0Y

LAION-DISCO-12M

Pieces of Eight (Give up the Ship)

Listed as Apathy – Pieces of Eight (Give up the Ship) (Handshakes with Snakes) · Watch on YouTube

youtube_video xMuAFXty0fw · row xMuAFXty0fw

LAION-DISCO-12M

The Villain (feat. Ill Bill)

Listed as Apathy – The Villain (feat. Ill Bill) (Honkey Kong) · Watch on YouTube

youtube_video yPVqb4W5bYM · row yPVqb4W5bYM

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.