Yes. The Outlawz has 169 songs listed in a dataset used to train AI music models.

Used for training 169

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 What I'm Going Through, Ghetto Gospel Part 2, 4 Life

Listed under the artist name 169 songs in LAION-DISCO-12M

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

What I'm Going Through

Listed as Bone Thugs-N-Harmony, Outlawz – What I'm Going Through (Thug Brothers 2) · Watch on YouTube

youtube_video -1EF2EM8rcI · row -1EF2EM8rcI

LAION-DISCO-12M

Ghetto Gospel Part 2

Listed as The Outlawz – Ghetto Gospel Part 2 (Outlaw 4 Life: 2005 A.P.) · Watch on YouTube

youtube_video -Eo-L08Dq_A · row -Eo-L08Dq_A

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

100 (feat. Mike Green & Ronnie Spencer)

Listed as Outlawz – 100 (feat. Mike Green & Ronnie Spencer) (#LastOnezLeft) · Watch on YouTube

youtube_video 1W-ySn8RRpw · row 1W-ySn8RRpw

LAION-DISCO-12M

Smoke and Ride

Listed as Young Money, Lil' Flip, Outlawz – Smoke and Ride (Certified / All Eyez on Us (2 for 1: Special Edition)) · Watch on YouTube

youtube_video 5PLvz4jhKTc · row 5PLvz4jhKTc

LAION-DISCO-12M

Soldier To A General

Listed as Outlawz – Soldier To A General (Ride Wit Us Or Collide Wit Us) · Watch on YouTube

youtube_video 6dIqZ4mGg5Q · row 6dIqZ4mGg5Q

LAION-DISCO-12M

Follow Me

Listed as Bone Thugs-N-Harmony, Outlawz – Follow Me (Thug Brothers 2) · Watch on YouTube

youtube_video 99XodcW4N2Y · row 99XodcW4N2Y

LAION-DISCO-12M

Can't Turn Back

Listed as The Outlawz – Can't Turn Back (Outlaw 4 Life: 2005 A.P.) · Watch on YouTube

youtube_video AKGhKLfyoAM · row AKGhKLfyoAM

LAION-DISCO-12M

Clutchin on a 45

Listed as Outlawz – Clutchin on a 45 (Against All Oddz (Collector's Edition)) · Watch on YouTube

youtube_video DWbJ8RDIf3I · row DWbJ8RDIf3I

LAION-DISCO-12M

Boxspring Boogie

Listed as The Outlawz – Boxspring Boogie (Novakane) · Watch on YouTube

youtube_video F0J62PDx9AA · row F0J62PDx9AA

LAION-DISCO-12M

The Fight

Listed as Bone Thugs-N-Harmony, Outlawz – The Fight (Thug Brothers 3) · Watch on YouTube

youtube_video F4g3wHUIR_c · row F4g3wHUIR_c

LAION-DISCO-12M

Good Bye (feat. Divine & Mil)

Listed as Outlawz – Good Bye (feat. Divine & Mil) (Ride Wit Us Or Collide Wit Us) · Watch on YouTube

youtube_video FIR5HUnxwMg · row FIR5HUnxwMg

LAION-DISCO-12M

Our Life

Listed as The Outlawz – Our Life (Novakane) · Watch on YouTube

youtube_video FdCpTq_NmLQ · row FdCpTq_NmLQ

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

Don't Wait (feat. Krayzie Bone)

Listed as Outlawz – Don't Wait (feat. Krayzie Bone) (Classic Collabz, Vol 1.) · Watch on YouTube

youtube_video H9rYwss9jl4 · row H9rYwss9jl4

LAION-DISCO-12M

Y'all Can't Do

Listed as The Outlawz – Y'all Can't Do (Novakane) · Watch on YouTube

youtube_video JC1lmWBkrLQ · row JC1lmWBkrLQ

LAION-DISCO-12M

Pimpin in My Blood

Listed as Outlawz – Pimpin in My Blood (Against All Oddz (Collector's Edition)) · Watch on YouTube

youtube_video KZ9lTBDvbIs · row KZ9lTBDvbIs

LAION-DISCO-12M

So Many Stories (feat. Kaillion "Hellraza")

Listed as The Outlawz – So Many Stories (feat. Kaillion "Hellraza") (Novakane) · Watch on YouTube

youtube_video MNnIt23LDdY · row MNnIt23LDdY

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

#1 Fly Boy

Listed as Young Money, Lil' Flip, Outlawz – #1 Fly Boy (Certified / All Eyez on Us (2 for 1: Special Edition)) · Watch on YouTube

youtube_video QsIuE9RDGi8 · row QsIuE9RDGi8

LAION-DISCO-12M

She So Fly

Listed as Young Money, Lil' Flip, Outlawz – She So Fly (Certified / All Eyez on Us (2 for 1: Special Edition)) · Watch on YouTube

youtube_video Rft2mE1VXZE · row Rft2mE1VXZE

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

Black Rain

Listed as Outlawz – Black Rain (Ride Wit Us Or Collide Wit Us) · Watch on YouTube

youtube_video VuGPdWvCVeU · row VuGPdWvCVeU

LAION-DISCO-12M

Big Ballin' (feat. Bun B)

Listed as The Outlawz – Big Ballin' (feat. Bun B) (Outlaw 4 Life: 2005 A.P.) · Watch on YouTube

youtube_video Yu7PLo6_wIU · row Yu7PLo6_wIU

LAION-DISCO-12M

Make You Happy

Listed as Outlawz – Make You Happy (Against All Oddz (Collector's Edition)) · Watch on YouTube

youtube_video cTEaMVsidIw · row cTEaMVsidIw

LAION-DISCO-12M

Maintain (feat. Supreme C & Mil)

Listed as Outlawz – Maintain (feat. Supreme C & Mil) (Ride Wit Us Or Collide Wit Us) · Watch on YouTube

youtube_video cxv2DRQyhMU · row cxv2DRQyhMU

LAION-DISCO-12M

Save a Prayer (feat. Arsonal, Ransom & Trae tha Truth)

Listed as Outlawz – Save a Prayer (feat. Arsonal, Ransom & Trae tha Truth) (Classic Collabz, Vol 1.) · Watch on YouTube

youtube_video eltw23Vjh04 · row eltw23Vjh04

LAION-DISCO-12M

Straight Ahead

Listed as Outlawz – Straight Ahead (Classic Collabz, Vol 1.) · Watch on YouTube

youtube_video f-j5Wm7M8q4 · row f-j5Wm7M8q4

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

2nd Hand Smoke

Listed as The Outlawz – 2nd Hand Smoke (Novakane) · Watch on YouTube

youtube_video h-sZ50EboHA · row h-sZ50EboHA

LAION-DISCO-12M

Pushin On (feat. Scarface & Lloyd)

Listed as Outlawz – Pushin On (feat. Scarface & Lloyd) (Classic Collabz, Vol 1.) · Watch on YouTube

youtube_video hLeaapgVDrU · row hLeaapgVDrU

LAION-DISCO-12M

Givin It Back

Listed as Outlawz – Givin It Back (Against All Oddz (Collector's Edition)) · Watch on YouTube

youtube_video iMlA64egNSk · row iMlA64egNSk

LAION-DISCO-12M

Bout That Murder

Listed as Bone Thugs-N-Harmony, Outlawz – Bout That Murder (Bout That Murder) · Watch on YouTube

youtube_video iu4RXEU91Vw · row iu4RXEU91Vw

LAION-DISCO-12M

Not the 1

Listed as Bone Thugs-N-Harmony, Outlawz – Not the 1 (Thug Brothers 2) · Watch on YouTube

youtube_video j_AXBMrX9pA · row j_AXBMrX9pA

LAION-DISCO-12M

Down Wit Us

Listed as The Outlawz – Down Wit Us (Thug Life Outlawz Chapter 2) · Watch on YouTube

youtube_video jutgZdrz_Oc · row jutgZdrz_Oc

LAION-DISCO-12M

Lighters Up

Listed as Bone Thugs-N-Harmony, Outlawz – Lighters Up (Lighters Up) · Watch on YouTube

youtube_video kLxbbK3BAwo · row kLxbbK3BAwo

LAION-DISCO-12M

Die If You Wanna

Listed as The Outlawz – Die If You Wanna (Novakane) · Watch on YouTube

youtube_video m3fSTj8o2Ts · row m3fSTj8o2Ts

LAION-DISCO-12M

We Can Get It On

Listed as Layzie Bone, Outlawz, Bone Thugs-N-Harmony – We Can Get It On (Thug Brothers (Collector's Edition)) · Watch on YouTube

youtube_video pdl2XS6IIPE · row pdl2XS6IIPE

LAION-DISCO-12M

So Amazing (feat. Mike Green)

Listed as Outlawz – So Amazing (feat. Mike Green) (#LastOnezLeft) · Watch on YouTube

youtube_video q8dLGs1cgoE · row q8dLGs1cgoE

LAION-DISCO-12M

Lessons Of Legends (feat. Conway the Machine & Dj Premier)

Listed as Outlawz – Lessons Of Legends (feat. Conway the Machine & Dj Premier) (One Nation) · Watch on YouTube

youtube_video qCL81Nsuorw · row qCL81Nsuorw

LAION-DISCO-12M

If You A G (feat. C-Bo)

Listed as The Outlawz – If You A G (feat. C-Bo) (Outlaw Culture: The Official Mixtape) · Watch on YouTube

youtube_video qR-VmbDS_M4 · row qR-VmbDS_M4

LAION-DISCO-12M

Same Thang

Listed as Outlawz – Same Thang (Against All Oddz (Collector's Edition)) · Watch on YouTube

youtube_video rf-z8WwJppg · row rf-z8WwJppg

LAION-DISCO-12M

I Dare U (feat. Focus)

Listed as The Outlawz – I Dare U (feat. Focus) (Outlaw 4 Life: 2005 A.P.) · Watch on YouTube

youtube_video s4MY6Z_Axaw · row s4MY6Z_Axaw

LAION-DISCO-12M

Both Worlds

Listed as Bone Thugs-N-Harmony, Outlawz, 2Pac – Both Worlds (Thug Brothers 2) · Watch on YouTube

youtube_video tBsRR4D4uoM · row tBsRR4D4uoM

LAION-DISCO-12M

God's Plan (feat. Trigga Tryfe & Ronnie Spencer)

Listed as Outlawz – God's Plan (feat. Trigga Tryfe & Ronnie Spencer) (#LastOnezLeft) · Watch on YouTube

youtube_video txdbwRS-Hqc · row txdbwRS-Hqc

LAION-DISCO-12M

Bosses Make It Rain (Bonus Track) (feat. Gudda Gudda & Young Money)

Listed as Lil' Flip, Outlawz – Bosses Make It Rain (Bonus Track) (feat. Gudda Gudda & Young Money) (All Eyez on Us) · Watch on YouTube

youtube_video wuwlItgiSe8 · row wuwlItgiSe8

LAION-DISCO-12M

Paranoid (feat. Z-Ro, Trae tha Truth & June Summers)

Listed as Outlawz – Paranoid (feat. Z-Ro, Trae tha Truth & June Summers) (Classic Collabz, Vol 1.) · Watch on YouTube

youtube_video x1V-yefgEAs · row x1V-yefgEAs

LAION-DISCO-12M

Loyalty (feat. Kamikaze & Ed Bone)

Listed as The Outlawz – Loyalty (feat. Kamikaze & Ed Bone) (Novakane) · Watch on YouTube

youtube_video xT8zR56IdVs · row xT8zR56IdVs

LAION-DISCO-12M

Angles

Listed as Bone Thugs-N-Harmony, Outlawz – Angles (Thug Brothers 2) · Watch on YouTube

youtube_video zjV-6XFIWyM · row zjV-6XFIWyM

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.