Yes. Blacastan has 129 songs listed in a dataset used to train AI music models.

Used for training 129

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 The Architect, Real Niggas, Crate Diggaz (feat. Colombeyond)

Listed under the artist name 129 songs in LAION-DISCO-12M

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

The Architect

Listed as Blacastan – The Architect (The Master Builder Pt. 1) · Watch on YouTube

youtube_video -i6B5__BOMk · row -i6B5__BOMk

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Real Niggas

Listed as Blacastan – Real Niggas (Me Against The Radio) · Watch on YouTube

youtube_video 0MUt4fHtNdI · row 0MUt4fHtNdI

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Crate Diggaz (feat. Colombeyond)

Listed as Blacastan – Crate Diggaz (feat. Colombeyond) (Blac Sabbath) · Watch on YouTube

youtube_video 23K_YNAFngo · row 23K_YNAFngo

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Dictation (Intro)

Listed as Blacastan, Stu Bangas – Dictation (Intro) (Watson & Holmes) · Watch on YouTube

youtube_video 6N3_qdiB4wY · row 6N3_qdiB4wY

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Dgz X Nygz (Acapella) (feat. Panchi of Nygz)

Listed as Apathy, Blacastan, Celph Titled – Dgz X Nygz (Acapella) (feat. Panchi of Nygz) (Killmatic (Instrumentals + Acapellas)) · Watch on YouTube

youtube_video 7b6OpuppS-U · row 7b6OpuppS-U

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Big East

Listed as Blacastan – Big East (The Master of Reality) · Watch on YouTube

youtube_video 7y-M0afRPUA · row 7y-M0afRPUA

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Returnin' to Nam

Listed as Blacastan – Returnin' to Nam (Blac Sabbath) · Watch on YouTube

youtube_video 8QI0N3JK7cs · row 8QI0N3JK7cs

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The Devil's Advocate Prod By. Low-Profile

Listed as Blacastan – The Devil's Advocate Prod By. Low-Profile (Me Against The Radio) · Watch on YouTube

youtube_video 8orHDrzMI4U · row 8orHDrzMI4U

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The World (feat. Colombeyond)

Listed as Blacastan – The World (feat. Colombeyond) (Blac Sabbath) · Watch on YouTube

youtube_video AEE6xEi1KLk · row AEE6xEi1KLk

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Behold

Listed as Stu Bangas, Blacastan – Behold (Watson and Holmes 3: The Case of the BPM Killer) · Watch on YouTube

youtube_video Ae3_JBz4C34 · row Ae3_JBz4C34

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Martyrs

Listed as Blacastan – Martyrs (The Master Builder Pt. 1) · Watch on YouTube

youtube_video F6uZgOQVq08 · row F6uZgOQVq08

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Full Court

Listed as Blacastan – Full Court (Full Court) · Watch on YouTube

youtube_video FkeWEJctq24 · row FkeWEJctq24

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3010 (feat. Esoteric of Czarface & Celph Titled)

Listed as Blacastan – 3010 (feat. Esoteric of Czarface & Celph Titled) (Blac Sabbath) · Watch on YouTube

youtube_video GE-MrDc3h7g · row GE-MrDc3h7g

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The Outro

Listed as Stu Bangas, Blacastan – The Outro (Watson and Holmes 3: The Case of the BPM Killer) · Watch on YouTube

youtube_video GhJazmB6lIo · row GhJazmB6lIo

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Here We Go Again (feat. Esoteric)

Listed as Blacastan – Here We Go Again (feat. Esoteric) (The High Light Reel, Vol. I) · Watch on YouTube

youtube_video GoXxthSyO-s · row GoXxthSyO-s

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Close Your Eyes

Listed as Blacastan, Stu Bangas – Close Your Eyes (Watson & Holmes) · Watch on YouTube

youtube_video HG74FjQ0HBQ · row HG74FjQ0HBQ

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War Stories Prod By Paul Poundz

Listed as Blacastan – War Stories Prod By Paul Poundz (Me Against The Radio) · Watch on YouTube

youtube_video J2NUQwqBx7M · row J2NUQwqBx7M

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Diamond

Listed as Blacastan – Diamond (Blac Sabbath) · Watch on YouTube

youtube_video L-2idCPDyfI · row L-2idCPDyfI

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Change My Name-Interlude

Listed as Blacastan – Change My Name-Interlude (The Master of Reality) · Watch on YouTube

youtube_video LHP7UEAXs8c · row LHP7UEAXs8c

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Remeber

Listed as Blacastan – Remeber (The Master Builder Pt. 1) · Watch on YouTube

youtube_video MCVt597eOm4 · row MCVt597eOm4

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Sensationalism (Interlude)

Listed as Blacastan, Stu Bangas – Sensationalism (Interlude) (Watson & Holmes) · Watch on YouTube

youtube_video MOBxA2WUilw · row MOBxA2WUilw

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Crac-a-stan Freestyle

Listed as Blacastan – Crac-a-stan Freestyle (The Master Builder Pt. 1) · Watch on YouTube

youtube_video NAbyw_qhd6s · row NAbyw_qhd6s

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The Darc Krystal

Listed as Blacastan – The Darc Krystal (Blac Sabbath) · Watch on YouTube

youtube_video OXK1ZQT_ftQ · row OXK1ZQT_ftQ

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One Life To Live

Listed as Blacastan – One Life To Live (The Master of Reality) · Watch on YouTube

youtube_video OzA-n6fSIL4 · row OzA-n6fSIL4

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If You Only Knew

Listed as Blacastan – If You Only Knew (The Master of Reality) · Watch on YouTube

youtube_video PR6O35H0Gng · row PR6O35H0Gng

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Dynamic Duo

Listed as Blacastan – Dynamic Duo (The Master of Reality) · Watch on YouTube

youtube_video XDCAsW9XU64 · row XDCAsW9XU64

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Mirrors

Listed as Blacastan – Mirrors (The Master of Reality) · Watch on YouTube

youtube_video YK64xQ-SDhw · row YK64xQ-SDhw

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Live @ the Bowery Ballroom (Cold Heat Skit) (feat. Crypt, Diabolic & Reef the Lost Cauze)

Listed as Blacastan – Live @ the Bowery Ballroom (Cold Heat Skit) (feat. Crypt, Diabolic & Reef the Lost Cauze) (The High Light Reel, Vol. I) · Watch on YouTube

youtube_video Ynb9P294xhA · row Ynb9P294xhA

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All Night Feat. P.E.S.O. (feat. P.E.S.O.)

Listed as Blacastan – All Night Feat. P.E.S.O. (feat. P.E.S.O.) (Me Against The Radio) · Watch on YouTube

youtube_video ZtNKmAjQwhw · row ZtNKmAjQwhw

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The Way It's Done

Listed as Blacastan – The Way It's Done (Blac Sabbath) · Watch on YouTube

youtube_video _2TYXIOwOjM · row _2TYXIOwOjM

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Only the Real

Listed as Blacastan – Only the Real (The Master of Reality) · Watch on YouTube

youtube_video _5uw6q1lux4 · row _5uw6q1lux4

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Anything Less (feat. Blue Sky Black Death)

Listed as Blacastan – Anything Less (feat. Blue Sky Black Death) (Blac Sabbath) · Watch on YouTube

youtube_video addbbaorESA · row addbbaorESA

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Add On Feat. El the Sensai, DJ Stress (feat. El the Sensai & DJ Stress)

Listed as Blacastan – Add On Feat. El the Sensai, DJ Stress (feat. El the Sensai & DJ Stress) (Me Against The Radio) · Watch on YouTube

youtube_video b2_R-TELfN4 · row b2_R-TELfN4

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Flash Flood (Conspiracy Radio Skit #3) (feat. V-Zilla & King Syze)

Listed as Blacastan – Flash Flood (Conspiracy Radio Skit #3) (feat. V-Zilla & King Syze) (The High Light Reel, Vol. I) · Watch on YouTube

youtube_video e2bAjTPsrwQ · row e2bAjTPsrwQ

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How Can You Be so Sure (feat. DJ Doom)

Listed as Blacastan – How Can You Be so Sure (feat. DJ Doom) (Blac Sabbath) · Watch on YouTube

youtube_video fv1JPM9jT9A · row fv1JPM9jT9A

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Outro Prod By. Paul Poundz

Listed as Blacastan – Outro Prod By. Paul Poundz (Me Against The Radio) · Watch on YouTube

youtube_video ifs1Lx5UDKo · row ifs1Lx5UDKo

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Intro

Listed as Blacastan – Intro (Me Against The Radio) · Watch on YouTube

youtube_video jgqBdKeXXRw · row jgqBdKeXXRw

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Thats What I Like

Listed as Blacastan – Thats What I Like (Me Against The Radio) · Watch on YouTube

youtube_video ldJxOjSz4hg · row ldJxOjSz4hg

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Life Is Not a Game (Outro) (feat. Colombeyond)

Listed as Blacastan – Life Is Not a Game (Outro) (feat. Colombeyond) (Blac Sabbath) · Watch on YouTube

youtube_video piP_P_suN8o · row piP_P_suN8o

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Un-Cut (Vanderslice Skit) (feat. Craig G, Mr. Cream, Checkmark & Lord Nez)

Listed as Blacastan – Un-Cut (Vanderslice Skit) (feat. Craig G, Mr. Cream, Checkmark & Lord Nez) (The High Light Reel, Vol. I) · Watch on YouTube

youtube_video r2YC-t47RFQ · row r2YC-t47RFQ

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Tormented

Listed as Blacastan, Stu Bangas – Tormented (Watson & Holmes) · Watch on YouTube

youtube_video rC6M4ZtYi_M · row rC6M4ZtYi_M

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Bookies

Listed as Stu Bangas, Blacastan – Bookies (Watson and Holmes 3: The Case of the BPM Killer) · Watch on YouTube

youtube_video rEDgkHiKDSk · row rEDgkHiKDSk

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Hold Ya Breath (feat. Kool G Rap & Kaleber)

Listed as Blacastan – Hold Ya Breath (feat. Kool G Rap & Kaleber) (The High Light Reel, Vol. I) · Watch on YouTube

youtube_video rZ15jYJL9s4 · row rZ15jYJL9s4

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You Wouldn't Believe

Listed as Blacastan – You Wouldn't Believe (Blac Sabbath) · Watch on YouTube

youtube_video sdCPgtllvKA · row sdCPgtllvKA

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Hair Pins

Listed as Stu Bangas, Blacastan – Hair Pins (Watson and Holmes 3: The Case of the BPM Killer) · Watch on YouTube

youtube_video tmahXBYh864 · row tmahXBYh864

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Written Wisdom (feat. Cf & Casual)

Listed as Blacastan – Written Wisdom (feat. Cf & Casual) (The High Light Reel, Vol. I) · Watch on YouTube

youtube_video vMDP4zgsoWM · row vMDP4zgsoWM

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Canolies Prod By. Low-Profile

Listed as Blacastan – Canolies Prod By. Low-Profile (Me Against The Radio) · Watch on YouTube

youtube_video wPccgvrq_no · row wPccgvrq_no

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Why,Why,Why

Listed as Blacastan – Why,Why,Why (The Master of Reality) · Watch on YouTube

youtube_video xmHIlhO_cGs · row xmHIlhO_cGs

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Write It Down Feat. El the Sensai, D.O.S. (feat. El the Sensai & D.O.S.)

Listed as Blacastan – Write It Down Feat. El the Sensai, D.O.S. (feat. El the Sensai & D.O.S.) (Me Against The Radio) · Watch on YouTube

youtube_video yCaUB1CJr1c · row yCaUB1CJr1c

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Warning-Blac In Your Face Freestyle

Listed as Blacastan – Warning-Blac In Your Face Freestyle (The Master of Reality) · Watch on YouTube

youtube_video yiFfEEb4Md8 · row yiFfEEb4Md8

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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.