Yes. Real Bad Man has 107 songs listed in a dataset used to train AI music models.

Used for training 107

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 Sig Sauer, Pot of Gold (feat. Stove God Cooks & Evidence), Street Shit

Listed under the artist name 107 songs in LAION-DISCO-12M

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

Sig Sauer

Listed as Boldy James, Real Bad Man – Sig Sauer (Killing Nothing) · Watch on YouTube

youtube_video -cQjZQwqtwk · row -cQjZQwqtwk

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Pot of Gold (feat. Stove God Cooks & Evidence)

Listed as Real Bad Man, The Alchemist, Boldy James – Pot of Gold (feat. Stove God Cooks & Evidence) (On High Alert, Vol. 4) · Watch on YouTube

youtube_video -xDD8CUvWvU · row -xDD8CUvWvU

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Street Shit

Listed as Boldy James, Real Bad Man – Street Shit (Real Bad Boldy) · Watch on YouTube

youtube_video 3cmlErW01PE · row 3cmlErW01PE

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Fire and Ice [with Ice-T] (feat. Atmosphere & Ice-T)

Listed as Kool Keith, Real Bad Man – Fire and Ice [with Ice-T] (feat. Atmosphere & Ice-T) (Fire and Ice (with Ice-T)) · Watch on YouTube

youtube_video 3nHapFLFGYo · row 3nHapFLFGYo

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Champion

Listed as Boldy James, Real Bad Man – Champion (Real Bad Boldy) · Watch on YouTube

youtube_video 4n3RMJHOeRw · row 4n3RMJHOeRw

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5 Mississippi

Listed as Boldy James, Real Bad Man – 5 Mississippi (Killing Nothing) · Watch on YouTube

youtube_video 60TBv2JOxjY · row 60TBv2JOxjY

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Rugged Rugged (feat. Edan)

Listed as Kool Keith, Real Bad Man – Rugged Rugged (feat. Edan) (Serpent) · Watch on YouTube

youtube_video 7WPCeqw7wto · row 7WPCeqw7wto

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No Fighting (feat. Boldy James)

Listed as ElCamino, Real Bad Man, Black Soprano Family – No Fighting (feat. Boldy James) (No Fighting) · Watch on YouTube

youtube_video 8-p5ny8OBys · row 8-p5ny8OBys

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New Levels

Listed as ElCamino, Real Bad Man, Black Soprano Family – New Levels (The Game is the Game) · Watch on YouTube

youtube_video 8M4D21JK0Lg · row 8M4D21JK0Lg

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C'mon Nephew

Listed as ElCamino, Real Bad Man, Black Soprano Family – C'mon Nephew (The Game is the Game) · Watch on YouTube

youtube_video 9cdJ0ntjamM · row 9cdJ0ntjamM

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The Golden Rule (feat. C.L. Smooth)

Listed as Real Bad Man, Blu – The Golden Rule (feat. C.L. Smooth) (The Golden Rule) · Watch on YouTube

youtube_video ANnFV9QEdZg · row ANnFV9QEdZg

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Expensive Cloth

Listed as ElCamino, Real Bad Man, Black Soprano Family – Expensive Cloth (The Game is the Game) · Watch on YouTube

youtube_video Ao3QSDQPebE · row Ao3QSDQPebE

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All Praise Due

Listed as Real Bad Man, Blu – All Praise Due (Bad News) · Watch on YouTube

youtube_video B54krHZ9AoM · row B54krHZ9AoM

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Hebrews (feat. Planet Asia)

Listed as Real Bad Man, Blu – Hebrews (feat. Planet Asia) (Bad News) · Watch on YouTube

youtube_video DydjD2YFOhE · row DydjD2YFOhE

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Bo Jack (Miller Light)

Listed as Boldy James, Real Bad Man – Bo Jack (Miller Light) (Killing Nothing) · Watch on YouTube

youtube_video EkbQv2bHR1c · row EkbQv2bHR1c

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Little Vicious (feat. Eto)

Listed as Boldy James, Real Bad Man – Little Vicious (feat. Eto) (Little Vicious) · Watch on YouTube

youtube_video FmcswJR8OmQ · row FmcswJR8OmQ

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Chest Wrestlers

Listed as ElCamino, Real Bad Man, Black Soprano Family – Chest Wrestlers (The Game is the Game) · Watch on YouTube

youtube_video FnjqICr3LnA · row FnjqICr3LnA

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Thousand Pills (feat. Stove God Cooks)

Listed as Boldy James, Real Bad Man – Thousand Pills (feat. Stove God Cooks) (Real Bad Boldy) · Watch on YouTube

youtube_video Gafx-HutfrE · row Gafx-HutfrE

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Bad News

Listed as Real Bad Man, Blu – Bad News (Bad News) · Watch on YouTube

youtube_video GiCKfLFSkN0 · row GiCKfLFSkN0

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Off the Glass

Listed as Kool Keith, Real Bad Man – Off the Glass (Serpent) · Watch on YouTube

youtube_video JM2XUAT1fYs · row JM2XUAT1fYs

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Pour the Wine (feat. Peso Gordon & Chuck Strangers)

Listed as Pink Siifu, Real Bad Man – Pour the Wine (feat. Peso Gordon & Chuck Strangers) (Pour the Wine) · Watch on YouTube

youtube_video LCVCfFl_bak · row LCVCfFl_bak

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Medellin (feat. CRIMEAPPLE)

Listed as Boldy James, Real Bad Man – Medellin (feat. CRIMEAPPLE) (Killing Nothing) · Watch on YouTube

youtube_video M3v0FqVmWgc · row M3v0FqVmWgc

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Sllick Talk (feat. Player K)

Listed as ElCamino, Real Bad Man, Black Soprano Family – Sllick Talk (feat. Player K) (The Game is the Game) · Watch on YouTube

youtube_video MezfUlxVvZ4 · row MezfUlxVvZ4

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Tokyo Blunts (feat. Armand Hammer & Conquest Tony Phillips)

Listed as Pink Siifu, Real Bad Man – Tokyo Blunts (feat. Armand Hammer & Conquest Tony Phillips) (Real Bad Flights) · Watch on YouTube

youtube_video NKFsJK-x6vs · row NKFsJK-x6vs

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Cash Transactions (feat. Knowledge The Pirate)

Listed as Boldy James, Real Bad Man – Cash Transactions (feat. Knowledge The Pirate) (Killing Nothing) · Watch on YouTube

youtube_video P5puTX7-yU8 · row P5puTX7-yU8

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Real Bad Boldy

Listed as Boldy James, Real Bad Man – Real Bad Boldy (Real Bad Boldy) · Watch on YouTube

youtube_video PnnmavjgWhk · row PnnmavjgWhk

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Give Them Hope (Curtis)

Listed as ElCamino, Real Bad Man, Black Soprano Family – Give Them Hope (Curtis) (The Game is the Game) · Watch on YouTube

youtube_video RB2MqWSrNgc · row RB2MqWSrNgc

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Seeing Visions

Listed as Boldy James, Real Bad Man – Seeing Visions (Killing Nothing) · Watch on YouTube

youtube_video SPPGiMT-BGM · row SPPGiMT-BGM

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Killing Nothing

Listed as Boldy James, Real Bad Man – Killing Nothing (Killing Nothing) · Watch on YouTube

youtube_video UOLcSeHCeGw · row UOLcSeHCeGw

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Champagne Pisses (feat. Benny the Butcher)

Listed as ElCamino, Real Bad Man, Black Soprano Family – Champagne Pisses (feat. Benny the Butcher) (The Game is the Game) · Watch on YouTube

youtube_video UcHi1A7Ahgw · row UcHi1A7Ahgw

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Game Time

Listed as Boldy James, Real Bad Man – Game Time (Killing Nothing) · Watch on YouTube

youtube_video XQ8zW7taLTo · row XQ8zW7taLTo

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Failed Attempt

Listed as Boldy James, Real Bad Man – Failed Attempt (Real Bad Boldy) · Watch on YouTube

youtube_video Z1vrLLP0rOE · row Z1vrLLP0rOE

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Light Bill (feat. Meyhem Lauren)

Listed as Boldy James, Real Bad Man – Light Bill (feat. Meyhem Lauren) (Real Bad Boldy) · Watch on YouTube

youtube_video ZHq1PCnFlRQ · row ZHq1PCnFlRQ

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Water Under the Bridge

Listed as Boldy James, Real Bad Man – Water Under the Bridge (Killing Nothing) · Watch on YouTube

youtube_video gqBEeINsVqY · row gqBEeINsVqY

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Aladdin

Listed as Real Bad Man, Blu – Aladdin (Aladdin) · Watch on YouTube

youtube_video ibhEskG_-TY · row ibhEskG_-TY

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All the Way Out

Listed as Boldy James, Real Bad Man – All the Way Out (All the Way Out) · Watch on YouTube

youtube_video j0Vg3iUzzgE · row j0Vg3iUzzgE

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Held Me Down

Listed as Boldy James, Real Bad Man – Held Me Down (Real Bad Boldy) · Watch on YouTube

youtube_video kVZ9RW6bMBw · row kVZ9RW6bMBw

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Brainstorm

Listed as Kool Keith, Real Bad Man – Brainstorm (Serpent) · Watch on YouTube

youtube_video mFWuD60FMyo · row mFWuD60FMyo

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Serpent

Listed as Kool Keith, Real Bad Man – Serpent (Serpent) · Watch on YouTube

youtube_video pJ2NLaFdqrQ · row pJ2NLaFdqrQ

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Dig It up (feat. Boldy James & Kool G Rap)

Listed as Real Bad Man – Dig It up (feat. Boldy James & Kool G Rap) (On High Alert, Volume 3) · Watch on YouTube

youtube_video qIXdO1uVehw · row qIXdO1uVehw

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Sleep (Tell Me More) (feat. Cool Calm Pete)

Listed as Kool Keith, Real Bad Man – Sleep (Tell Me More) (feat. Cool Calm Pete) (Serpent) · Watch on YouTube

youtube_video rBNje4e9m3A · row rBNje4e9m3A

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Trippin' over Flowers

Listed as Kool Keith, Real Bad Man – Trippin' over Flowers (Serpent) · Watch on YouTube

youtube_video rrHngkcZmes · row rrHngkcZmes

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Ain't No Bon Jovi

Listed as Boldy James, Real Bad Man – Ain't No Bon Jovi (Killing Nothing) · Watch on YouTube

youtube_video s4svvvgVVa4 · row s4svvvgVVa4

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Good Foot (feat. Mooch & Rigz)

Listed as Boldy James, Real Bad Man – Good Foot (feat. Mooch & Rigz) (Real Bad Boldy) · Watch on YouTube

youtube_video sDhJo0-H2dg · row sDhJo0-H2dg

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Fashion Week (feat. King Ralph)

Listed as ElCamino, Real Bad Man, Black Soprano Family – Fashion Week (feat. King Ralph) (The Game is the Game) · Watch on YouTube

youtube_video tOfD7l5s-bk · row tOfD7l5s-bk

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On Ten

Listed as Real Bad Man, Boldy James – On Ten (On Ten) · Watch on YouTube

youtube_video tcp_kPbLNso · row tcp_kPbLNso

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Melrose (feat. Rick Hyde)

Listed as ElCamino, Real Bad Man, Black Soprano Family – Melrose (feat. Rick Hyde) (The Game is the Game) · Watch on YouTube

youtube_video u1W0Ku2Lf6I · row u1W0Ku2Lf6I

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Open Door (feat. Rome Streetz & Stove God Cooks)

Listed as Boldy James, Real Bad Man – Open Door (feat. Rome Streetz & Stove God Cooks) (Open Door) · Watch on YouTube

youtube_video uOrs7VCrnjs · row uOrs7VCrnjs

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Hundred Ninety Bands

Listed as Boldy James, Real Bad Man – Hundred Ninety Bands (Killing Nothing) · Watch on YouTube

youtube_video wZNMzYvRS4Y · row wZNMzYvRS4Y

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Casualties

Listed as Real Bad Man, Smoke DZA – Casualties (Mood Swings) · Watch on YouTube

youtube_video xVomT3gAV88 · row xVomT3gAV88

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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.