Yes. Dead Prez has 136 songs listed in a dataset used to train AI music models.

Used for training 136

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 Runaway Slave, 4 Life, It's Bigger Than Hip Hop UK (Dubbed Out Mix)

Listed under the artist name 136 songs in LAION-DISCO-12M

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

Runaway Slave

Listed as Dead Prez, Outlawz, 2Pac – Runaway Slave (Soldier 2 Soldier (Collector's Edition)) · Watch on YouTube

youtube_video -I5H9nUSzL0 · row -I5H9nUSzL0

LAION-DISCO-12M

4 Life

Listed as Dead Prez, Outlawz, 2Pac – 4 Life (Soldier 2 Soldier (Collector's Edition)) · Watch on YouTube

youtube_video -kcqjLzhBwY · row -kcqjLzhBwY

LAION-DISCO-12M

It's Bigger Than Hip Hop UK (Dubbed Out Mix)

Listed as Dead Prez, WTF? – It's Bigger Than Hip Hop UK (Dubbed Out Mix) (It's Bigger Than Hip Hop UK) · Watch on YouTube

youtube_video -pTbFxYHSns · row -pTbFxYHSns

LAION-DISCO-12M

I'm a African

Listed as dead prez – I'm a African (Let's Get Free) · Watch on YouTube

youtube_video -qsmRzyKLaw · row -qsmRzyKLaw

LAION-DISCO-12M

The Pistol (feat. Maintain of Illegal Tendencies)

Listed as dead prez – The Pistol (feat. Maintain of Illegal Tendencies) (Let's Get Free) · Watch on YouTube

youtube_video -zGZp_uQ5EQ · row -zGZp_uQ5EQ

LAION-DISCO-12M

Discipline

Listed as dead prez – Discipline (Let's Get Free) · Watch on YouTube

youtube_video 2WsPAkdDbvc · row 2WsPAkdDbvc

LAION-DISCO-12M

All Family, No Friends

Listed as Outlawz, Dead Prez – All Family, No Friends (Soldier 2 Soldier / Against All Oddz (2 for 1: Special Edition)) · Watch on YouTube

youtube_video 3PQyKvB6B-Q · row 3PQyKvB6B-Q

LAION-DISCO-12M

Be Healthy

Listed as dead prez – Be Healthy (Let's Get Free) · Watch on YouTube

youtube_video 47757IZRc5c · row 47757IZRc5c

LAION-DISCO-12M

The Game of Life (Score)

Listed as Dead Prez – The Game of Life (Score) (Soul in the Hole (Original Music from and Inspired by the Motion Picture)) · Watch on YouTube

youtube_video 4nWEC5jJzbI · row 4nWEC5jJzbI

LAION-DISCO-12M

Hip-Hop (Instrumental)

Listed as dead prez – Hip-Hop (Instrumental) (It's Bigger Than Hip-Hop) · Watch on YouTube

youtube_video 5oaazr9-RYc · row 5oaazr9-RYc

LAION-DISCO-12M

Man Up

Listed as Outlawz, Dead Prez – Man Up (Soldier 2 Soldier / Against All Oddz (2 for 1: Special Edition)) · Watch on YouTube

youtube_video 6KB_1RQNXsM · row 6KB_1RQNXsM

LAION-DISCO-12M

You'll Find a Way

Listed as dead prez – You'll Find a Way (Let's Get Free) · Watch on YouTube

youtube_video 81lIhOvK9-k · row 81lIhOvK9-k

LAION-DISCO-12M

Radio Freq (Explicit Album Version)

Listed as dead prez – Radio Freq (Explicit Album Version) (RBG: revolutionary but gangsta) · Watch on YouTube

youtube_video 88tIdQFfiaw · row 88tIdQFfiaw

LAION-DISCO-12M

Hip-Hop

Listed as dead prez – Hip-Hop (Let's Get Free) · Watch on YouTube

youtube_video 8OK-u9IH2X4 · row 8OK-u9IH2X4

LAION-DISCO-12M

Malcolm Garvey Huey F

Listed as Dead Prez – Malcolm Garvey Huey F (Revolutionary But Gangsta Grillz) · Watch on YouTube

youtube_video 8UjRMi1Mi8U · row 8UjRMi1Mi8U

LAION-DISCO-12M

Hell Yeah (Pimp the System) (Real Version)

Listed as dead prez – Hell Yeah (Pimp the System) (Real Version) (RBG: revolutionary but gangsta) · Watch on YouTube

youtube_video B0zFpI3Iat8 · row B0zFpI3Iat8

LAION-DISCO-12M

Jewels

Listed as Dead Prez, Outlawz, 2Pac – Jewels (Soldier 2 Soldier (Collector's Edition)) · Watch on YouTube

youtube_video DrYJ2P9rIQc · row DrYJ2P9rIQc

LAION-DISCO-12M

Way Of Life

Listed as dead prez – Way Of Life (RBG: revolutionary but gangsta) · Watch on YouTube

youtube_video FAaaog5wYIs · row FAaaog5wYIs

LAION-DISCO-12M

Propaganda

Listed as dead prez – Propaganda (Let's Get Free) · Watch on YouTube

youtube_video FIhIsHEAM8w · row FIhIsHEAM8w

LAION-DISCO-12M

Hip Hop

Listed as Static-X, dead prez – Hip Hop (Loud Rocks) · Watch on YouTube

youtube_video FRikBXFPl0w · row FRikBXFPl0w

LAION-DISCO-12M

Soul Music

Listed as Dead Prez, Outlawz, 2Pac – Soul Music (Soldier 2 Soldier (Collector's Edition)) · Watch on YouTube

youtube_video GmvkC7nJVW4 · row GmvkC7nJVW4

LAION-DISCO-12M

They School

Listed as dead prez – They School (Let's Get Free) · Watch on YouTube

youtube_video GpNSRvLt3b0 · row GpNSRvLt3b0

LAION-DISCO-12M

Hell Yeah

Listed as dead prez – Hell Yeah (RBG: revolutionary but gangsta) · Watch on YouTube

youtube_video IVgXJq6LoUE · row IVgXJq6LoUE

LAION-DISCO-12M

Police State (feat. Chairman Omali Yeshitela)

Listed as dead prez – Police State (feat. Chairman Omali Yeshitela) (Let's Get Free) · Watch on YouTube

youtube_video Ic-E7OHWvGQ · row Ic-E7OHWvGQ

LAION-DISCO-12M

Kali4nya

Listed as Dead Prez, Outlawz, 2Pac – Kali4nya (Soldier 2 Soldier (Collector's Edition)) · Watch on YouTube

youtube_video MxWlj742V9k · row MxWlj742V9k

LAION-DISCO-12M

How U Like That

Listed as Dead Prez, Outlawz, 2Pac – How U Like That (Soldier 2 Soldier (Collector's Edition)) · Watch on YouTube

youtube_video NWt-kwELubc · row NWt-kwELubc

LAION-DISCO-12M

Young Black and Just Don't Give a...

Listed as Dead Prez, Outlawz, 2Pac – Young Black and Just Don't Give a... (Soldier 2 Soldier (Collector's Edition)) · Watch on YouTube

youtube_video QIHcnAZN4Ko · row QIHcnAZN4Ko

LAION-DISCO-12M

Like a Soldier Wit It

Listed as Dead Prez, Outlawz, 2Pac – Like a Soldier Wit It (Soldier 2 Soldier (Collector's Edition)) · Watch on YouTube

youtube_video SZiYSfIMjh0 · row SZiYSfIMjh0

LAION-DISCO-12M

Daddy Loves You

Listed as Dead Prez, Outlawz, 2Pac – Daddy Loves You (Soldier 2 Soldier (Collector's Edition)) · Watch on YouTube

youtube_video UEZ89IUbOjA · row UEZ89IUbOjA

LAION-DISCO-12M

Tryin 2 Make a Livin

Listed as Dead Prez, Outlawz, 2Pac – Tryin 2 Make a Livin (Soldier 2 Soldier (Collector's Edition)) · Watch on YouTube

youtube_video UQtIKlPbHFk · row UQtIKlPbHFk

LAION-DISCO-12M

Leave the Past Behind

Listed as Dead Prez, Outlawz, 2Pac – Leave the Past Behind (Soldier 2 Soldier (Collector's Edition)) · Watch on YouTube

youtube_video URZpX3J5iIk · row URZpX3J5iIk

LAION-DISCO-12M

It's Bigger Than Hip-Hop (feat. Tahir And Peoples Army)

Listed as dead prez – It's Bigger Than Hip-Hop (feat. Tahir And Peoples Army) (Let's Get Free) · Watch on YouTube

youtube_video VfMy_p0HZWI · row VfMy_p0HZWI

LAION-DISCO-12M

Animal In Man

Listed as dead prez – Animal In Man (Let's Get Free) · Watch on YouTube

youtube_video aJCeCWFffVA · row aJCeCWFffVA

LAION-DISCO-12M

Mind Sex

Listed as dead prez – Mind Sex (Let's Get Free) · Watch on YouTube

youtube_video dwhM051l4e8 · row dwhM051l4e8

LAION-DISCO-12M

W-4

Listed as dead prez – W-4 (RBG: revolutionary but gangsta) · Watch on YouTube

youtube_video fRZp3TKyPrM · row fRZp3TKyPrM

LAION-DISCO-12M

Time

Listed as Dead Prez, Outlawz, 2Pac – Time (Soldier 2 Soldier (Collector's Edition)) · Watch on YouTube

youtube_video gH3HNcs7Mow · row gH3HNcs7Mow

LAION-DISCO-12M

Behind Enemy Lines

Listed as dead prez – Behind Enemy Lines (Let's Get Free) · Watch on YouTube

youtube_video glCC2obfoak · row glCC2obfoak

LAION-DISCO-12M

D.O.W.N. (Explicit Album Version)

Listed as dead prez – D.O.W.N. (Explicit Album Version) (RBG: revolutionary but gangsta) · Watch on YouTube

youtube_video iJcIyufbMkU · row iJcIyufbMkU

LAION-DISCO-12M

We Want Freedom

Listed as dead prez – We Want Freedom (Let's Get Free) · Watch on YouTube

youtube_video ib6e4GrOY10 · row ib6e4GrOY10

LAION-DISCO-12M

Hell Yeah (Pimp the System) (Remix) (feat. Jay-Z)

Listed as dead prez – Hell Yeah (Pimp the System) (Remix) (feat. Jay-Z) (RBG: revolutionary but gangsta) · Watch on YouTube

youtube_video j2s2OkiKQsY · row j2s2OkiKQsY

LAION-DISCO-12M

Soldiers Prayer AM

Listed as Dead Prez, Outlawz, 2Pac – Soldiers Prayer AM (Soldier 2 Soldier (Collector's Edition)) · Watch on YouTube

youtube_video jjlfTN31ePk · row jjlfTN31ePk

LAION-DISCO-12M

Happiness

Listed as dead prez – Happiness (Let's Get Free) · Watch on YouTube

youtube_video pFRk_cQIq2k · row pFRk_cQIq2k

LAION-DISCO-12M

Assassination

Listed as dead prez – Assassination (Let's Get Free) · Watch on YouTube

youtube_video pbZUbwl_ur4 · row pbZUbwl_ur4

LAION-DISCO-12M

Walk Like A Warrior (Explicit Album Version) (feat. Krayzie Bone)

Listed as dead prez – Walk Like A Warrior (Explicit Album Version) (feat. Krayzie Bone) (RBG: revolutionary but gangsta) · Watch on YouTube

youtube_video pu-k3-z1pXE · row pu-k3-z1pXE

LAION-DISCO-12M

Ride It Out

Listed as Outlawz, Dead Prez – Ride It Out (Soldier 2 Soldier / Against All Oddz (2 for 1: Special Edition)) · Watch on YouTube

youtube_video qGcUyoKjSSk · row qGcUyoKjSSk

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Wolves (Intro)

Listed as dead prez – Wolves (Intro) (Let's Get Free) · Watch on YouTube

youtube_video tNaRQpk1EOQ · row tNaRQpk1EOQ

LAION-DISCO-12M

It's Bigger Than Hip Hop UK

Listed as Dead Prez, WTF? – It's Bigger Than Hip Hop UK (It's Bigger Than Hip Hop UK) · Watch on YouTube

youtube_video tygbguAAZmU · row tygbguAAZmU

LAION-DISCO-12M

50 In The Clip

Listed as dead prez – 50 In The Clip (RBG: revolutionary but gangsta) · Watch on YouTube

youtube_video wLtq_6ydbUk · row wLtq_6ydbUk

LAION-DISCO-12M

Psychology

Listed as dead prez – Psychology (Let's Get Free) · Watch on YouTube

youtube_video yPsslV_qejk · row yPsslV_qejk

LAION-DISCO-12M

Outlaw Pride

Listed as Dead Prez, Outlawz, 2Pac – Outlaw Pride (Soldier 2 Soldier (Collector's Edition)) · Watch on YouTube

youtube_video yUh0AZFhzeo · row yUh0AZFhzeo

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.