Yes. Chris Ward 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 Steady Watchin (feat. Bun B, Big Pokey & Slim Thug), Possession, Blessings

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.

Steady Watchin (feat. Bun B, Big Pokey & Slim Thug)

Listed as Chris Ward – Steady Watchin (feat. Bun B, Big Pokey & Slim Thug) (Outlawed) · Watch on YouTube

youtube_video -BmvmSL28wM · row -BmvmSL28wM

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Possession

Listed as Chris Ward – Possession (Wanted) · Watch on YouTube

youtube_video -qnoBOMLyh8 · row -qnoBOMLyh8

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Blessings

Listed as Chris Ward – Blessings (Blessings) · Watch on YouTube

youtube_video 00D24ZYwqmg · row 00D24ZYwqmg

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Mobstyle Outlaw Flow

Listed as Chris Ward – Mobstyle Outlaw Flow (Outlaw Music Vol. 1) · Watch on YouTube

youtube_video 1KL-viQt_IE · row 1KL-viQt_IE

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Hold It Down (feat. Slim Thug)

Listed as Chris Ward – Hold It Down (feat. Slim Thug) (Underworld Mobster) · Watch on YouTube

youtube_video 30YT8v8O51s · row 30YT8v8O51s

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Boppa Hoez

Listed as Chris Ward – Boppa Hoez (Underworld Mobster) · Watch on YouTube

youtube_video 3Gdg27vaT4E · row 3Gdg27vaT4E

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Quiet Storming

Listed as Chris Ward – Quiet Storming (Underworld Mobster) · Watch on YouTube

youtube_video 52F_U5t7PTk · row 52F_U5t7PTk

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So So Flossy (feat. Bosshogg)

Listed as Chris Ward – So So Flossy (feat. Bosshogg) (Mobstyle Bosshogg) · Watch on YouTube

youtube_video 6wQlRwYie-Y · row 6wQlRwYie-Y

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Con Artist / Swindling (feat. Slim Thug)

Listed as Chris Ward – Con Artist / Swindling (feat. Slim Thug) (Wanted) · Watch on YouTube

youtube_video 7lq5ORr_47s · row 7lq5ORr_47s

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Swang Down (Remix) (feat. TWW)

Listed as Chris Ward – Swang Down (Remix) (feat. TWW) (Outlawed) · Watch on YouTube

youtube_video 947-3C5pMvY · row 947-3C5pMvY

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10 Min Man

Listed as Chris Ward – 10 Min Man (Underworld Mobster) · Watch on YouTube

youtube_video D_bL9mNBWyY · row D_bL9mNBWyY

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Keep Watchin Me

Listed as Chris Ward – Keep Watchin Me (All Star Status) · Watch on YouTube

youtube_video E8sU0t007LU · row E8sU0t007LU

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M.O.B. Y.S.P.

Listed as Chris Ward – M.O.B. Y.S.P. (Underworld Mobster) · Watch on YouTube

youtube_video FEyE00a2A6I · row FEyE00a2A6I

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Hands Up Flow

Listed as Chris Ward – Hands Up Flow (Underworld Mobster) · Watch on YouTube

youtube_video FMM73YwbMmc · row FMM73YwbMmc

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Possession Of A Firearm

Listed as Chris Ward – Possession Of A Firearm (Wanted) · Watch on YouTube

youtube_video FhZT6kTCVNM · row FhZT6kTCVNM

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Out Of Control Flow

Listed as Chris Ward – Out Of Control Flow (Underworld Mobster) · Watch on YouTube

youtube_video HH9dtKHvwq8 · row HH9dtKHvwq8

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Dear Future President

Listed as Chris Ward – Dear Future President (Pain Management) · Watch on YouTube

youtube_video K_CEdHndmp0 · row K_CEdHndmp0

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Like Candy (feat. PJ & Killa Kyleon)

Listed as Chris Ward – Like Candy (feat. PJ & Killa Kyleon) (Outlaw Music Vol. 1) · Watch on YouTube

youtube_video LRQC193hSHI · row LRQC193hSHI

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North, South, East, West

Listed as Chris Ward – North, South, East, West (Underworld Mobster) · Watch on YouTube

youtube_video LjwDDef0igk · row LjwDDef0igk

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2 Wayz Flo

Listed as Chris Ward – 2 Wayz Flo (Underworld Mobster) · Watch on YouTube

youtube_video LvysYTxA8U4 · row LvysYTxA8U4

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Hit Da Field [Screwed]

Listed as Chris Ward – Hit Da Field [Screwed] (Underworld Mobster) · Watch on YouTube

youtube_video O8rbNIasHxE · row O8rbNIasHxE

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What It Do [Screwed]

Listed as Chris Ward – What It Do [Screwed] (Underworld Mobster) · Watch on YouTube

youtube_video OlslQ142syY · row OlslQ142syY

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Bang On [Screwed]

Listed as Chris Ward – Bang On [Screwed] (Underworld Mobster) · Watch on YouTube

youtube_video OmO5JNrw6Js · row OmO5JNrw6Js

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Hate Now

Listed as Chris Ward – Hate Now (Underworld Mobster) · Watch on YouTube

youtube_video OoItwuoN-84 · row OoItwuoN-84

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Twice Told

Listed as Chris Ward – Twice Told (Underworld Mobster) · Watch on YouTube

youtube_video OpCAz7ZOTJo · row OpCAz7ZOTJo

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How da Game Go (feat. Deadend Redd)

Listed as Chris Ward – How da Game Go (feat. Deadend Redd) (Pain Management) · Watch on YouTube

youtube_video P8cbZAKltAg · row P8cbZAKltAg

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1 Of A Kind (feat. Slim Thugga & Big Pokey)

Listed as Chris Ward – 1 Of A Kind (feat. Slim Thugga & Big Pokey) (Mobstyle Bosshogg) · Watch on YouTube

youtube_video PA1C6Khv_R8 · row PA1C6Khv_R8

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On Fire [Screwed]

Listed as Chris Ward – On Fire [Screwed] (Underworld Mobster) · Watch on YouTube

youtube_video PQrxMLW8WsY · row PQrxMLW8WsY

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State Ya Name [Screwed]

Listed as Chris Ward – State Ya Name [Screwed] (Underworld Mobster) · Watch on YouTube

youtube_video R92kEFGR5_8 · row R92kEFGR5_8

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Conspiracy

Listed as Chris Ward – Conspiracy (Wanted) · Watch on YouTube

youtube_video SI8E6-kSkYA · row SI8E6-kSkYA

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Watchin Me [Screwed]

Listed as Chris Ward – Watchin Me [Screwed] (Underworld Mobster) · Watch on YouTube

youtube_video THSXamazYrI · row THSXamazYrI

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Money Laundering

Listed as Chris Ward – Money Laundering (Wanted) · Watch on YouTube

youtube_video WTeT01l2uto · row WTeT01l2uto

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Hate Now [Screwed]

Listed as Chris Ward – Hate Now [Screwed] (Underworld Mobster) · Watch on YouTube

youtube_video W_L5STTLFrE · row W_L5STTLFrE

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Ms Playa [Screwed]

Listed as Chris Ward – Ms Playa [Screwed] (Underworld Mobster) · Watch on YouTube

youtube_video WmxPcP6iyYs · row WmxPcP6iyYs

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I Know Bitch (feat. Big Moe & Carmen Sandiego)

Listed as Chris Ward – I Know Bitch (feat. Big Moe & Carmen Sandiego) (Das Me, Vol. 1) · Watch on YouTube

youtube_video XKYFqQSNV2g · row XKYFqQSNV2g

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$, Cash, Flows [Screwed]

Listed as Chris Ward – $, Cash, Flows [Screwed] (Underworld Mobster) · Watch on YouTube

youtube_video XxxDds139lc · row XxxDds139lc

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Cops

Listed as Chris Ward – Cops (Underworld Mobster) · Watch on YouTube

youtube_video Zr2W-yf0wmM · row Zr2W-yf0wmM

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Hands Up Flow [Screwed]

Listed as Chris Ward – Hands Up Flow [Screwed] (Underworld Mobster) · Watch on YouTube

youtube_video _kRWEXp-qKQ · row _kRWEXp-qKQ

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(6-27-11) June 27, 2011

Listed as Chris Ward, Da Underdawgz, ESG – (6-27-11) June 27, 2011 (The 1st One Is for Pimp) · Watch on YouTube

youtube_video expaWmiLVdw · row expaWmiLVdw

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Bang On

Listed as Chris Ward – Bang On (Underworld Mobster) · Watch on YouTube

youtube_video iZY171ELOG4 · row iZY171ELOG4

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Smoke & Maintain

Listed as Chris Ward – Smoke & Maintain (Underworld Mobster) · Watch on YouTube

youtube_video j2Y5dd87QdA · row j2Y5dd87QdA

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Assault On A Police Officer (feat. DJ D & Big Pokey)

Listed as Chris Ward – Assault On A Police Officer (feat. DJ D & Big Pokey) (Wanted) · Watch on YouTube

youtube_video mSrdGINrh1s · row mSrdGINrh1s

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Texan Wire Weels (feat. Z Ro)

Listed as Chris Ward – Texan Wire Weels (feat. Z Ro) (All Star Status) · Watch on YouTube

youtube_video oir9rMlijZQ · row oir9rMlijZQ

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Out Of Control Flow [Screwed]

Listed as Chris Ward – Out Of Control Flow [Screwed] (Underworld Mobster) · Watch on YouTube

youtube_video opiZkVn6_KI · row opiZkVn6_KI

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New One

Listed as Chris Ward – New One (Pain Management) · Watch on YouTube

youtube_video qPvpxhqj4V8 · row qPvpxhqj4V8

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Twice Told [Screwed]

Listed as Chris Ward – Twice Told [Screwed] (Underworld Mobster) · Watch on YouTube

youtube_video sHQRc7XI9MU · row sHQRc7XI9MU

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Still Kill Flo (feat. Slim Thug)

Listed as Chris Ward – Still Kill Flo (feat. Slim Thug) (All Star Status) · Watch on YouTube

youtube_video tSTdJD6kdAM · row tSTdJD6kdAM

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$, Cash, Flows

Listed as Chris Ward – $, Cash, Flows (Underworld Mobster) · Watch on YouTube

youtube_video uok2NjaMoRg · row uok2NjaMoRg

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So Gangsta Gangsta

Listed as Chris Ward, Swishahouse – So Gangsta Gangsta (Swishhouse Presents Posted in the Trap) · Watch on YouTube

youtube_video wGPcLoF3NRU · row wGPcLoF3NRU

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Front 2 Bac Flo (feat. Bun B)

Listed as Chris Ward – Front 2 Bac Flo (feat. Bun B) (All Star Status) · Watch on YouTube

youtube_video x1VdWEOMtdw · row x1VdWEOMtdw

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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.