Yes. Architects has 137 songs listed in a dataset used to train AI music models.

Used for training 137

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 From the Wilderness, Youth Is Wasted on the Young, An Open Letter to Myself

Listed under the artist name 137 songs in LAION-DISCO-12M

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

From the Wilderness

Listed as Architects – From the Wilderness (All Our Gods Have Abandoned Us) · Watch on YouTube

youtube_video -3gO9PkCVpI · row -3gO9PkCVpI

LAION-DISCO-12M

Youth Is Wasted on the Young

Listed as Architects – Youth Is Wasted on the Young (Lost Forever // Lost Together) · Watch on YouTube

youtube_video 1ZwYo7oHrek · row 1ZwYo7oHrek

LAION-DISCO-12M

An Open Letter to Myself

Listed as Architects – An Open Letter to Myself (The Here and Now) · Watch on YouTube

youtube_video 1vE7lc14qKk · row 1vE7lc14qKk

LAION-DISCO-12M

The Seventh Circle

Listed as Architects – The Seventh Circle (Holy Hell) · Watch on YouTube

youtube_video 4rwUmouQ3QY · row 4rwUmouQ3QY

LAION-DISCO-12M

Animals (Abbey Road Version)

Listed as Architects – Animals (Abbey Road Version) (For Those That Wish To Exist At Abbey Road) · Watch on YouTube

youtube_video 5-1OUGhzzXI · row 5-1OUGhzzXI

LAION-DISCO-12M

born again pessimist

Listed as Architects – born again pessimist (the classic symptoms of a broken spirit) · Watch on YouTube

youtube_video 5WLhYgsHFPs · row 5WLhYgsHFPs

LAION-DISCO-12M

Dethroned

Listed as Architects – Dethroned (Hollow Crown) · Watch on YouTube

youtube_video 5Xzu6i7Sad8 · row 5Xzu6i7Sad8

LAION-DISCO-12M

We're All Alone

Listed as Architects – We're All Alone (Hollow Crown) · Watch on YouTube

youtube_video 6m3BvFEI4Ns · row 6m3BvFEI4Ns

LAION-DISCO-12M

Black Lungs (Abbey Road Version)

Listed as Architects – Black Lungs (Abbey Road Version) (For Those That Wish To Exist At Abbey Road) · Watch on YouTube

youtube_video 7JZzYkybyWs · row 7JZzYkybyWs

LAION-DISCO-12M

Alpha Omega

Listed as Architects – Alpha Omega (Daybreaker (Deluxe Edition)) · Watch on YouTube

youtube_video 8ozzYXOWZT0 · row 8ozzYXOWZT0

LAION-DISCO-12M

Little Wonder (Abbey Road Version)

Listed as Architects – Little Wonder (Abbey Road Version) (For Those That Wish To Exist At Abbey Road) · Watch on YouTube

youtube_video 9WTO9a_H3tM · row 9WTO9a_H3tM

LAION-DISCO-12M

Hollow Crown

Listed as Architects – Hollow Crown (Hollow Crown) · Watch on YouTube

youtube_video 9ZulYaNlYMo · row 9ZulYaNlYMo

LAION-DISCO-12M

Follow the Water

Listed as Architects – Follow the Water (Hollow Crown) · Watch on YouTube

youtube_video AwBKo9v4rsY · row AwBKo9v4rsY

LAION-DISCO-12M

Flight Without Feathers (Abbey Road Version)

Listed as Architects – Flight Without Feathers (Abbey Road Version) (For Those That Wish To Exist At Abbey Road) · Watch on YouTube

youtube_video BNPH-ANuo_M · row BNPH-ANuo_M

LAION-DISCO-12M

Dead Man Talking

Listed as Architects – Dead Man Talking (Lost Forever // Lost Together) · Watch on YouTube

youtube_video BnRh3xZoYOk · row BnRh3xZoYOk

LAION-DISCO-12M

Dead Butterflies (Abbey Road Version)

Listed as Architects – Dead Butterflies (Abbey Road Version) (For Those That Wish To Exist At Abbey Road) · Watch on YouTube

youtube_video Coz5OtrnIGg · row Coz5OtrnIGg

LAION-DISCO-12M

Even If You Win, You're Still A Rat

Listed as Architects – Even If You Win, You're Still A Rat (Daybreaker (Deluxe Edition)) · Watch on YouTube

youtube_video EfSWV1DKIi8 · row EfSWV1DKIi8

LAION-DISCO-12M

Day in Day Out

Listed as Architects – Day in Day Out (The Here and Now) · Watch on YouTube

youtube_video GrgJzRJm2p0 · row GrgJzRJm2p0

LAION-DISCO-12M

Libertine (Abbey Road Version)

Listed as Architects – Libertine (Abbey Road Version) (For Those That Wish To Exist At Abbey Road) · Watch on YouTube

youtube_video JkTbkKm66kU · row JkTbkKm66kU

LAION-DISCO-12M

A Wasted Hymn (Acoustic)

Listed as Architects – A Wasted Hymn (Acoustic) (A Wasted Hymn (Acoustic)) · Watch on YouTube

youtube_video MVfrPMShNWE · row MVfrPMShNWE

LAION-DISCO-12M

Early Grave

Listed as Architects – Early Grave (Hollow Crown) · Watch on YouTube

youtube_video MZtl_0mPKS8 · row MZtl_0mPKS8

LAION-DISCO-12M

Meteor (Abbey Road Version)

Listed as Architects – Meteor (Abbey Road Version) (For Those That Wish To Exist At Abbey Road) · Watch on YouTube

youtube_video MuTkXz7g6fg · row MuTkXz7g6fg

LAION-DISCO-12M

Red Hypergiant

Listed as Architects – Red Hypergiant (Lost Forever // Lost Together) · Watch on YouTube

youtube_video NJxWwVkEe0g · row NJxWwVkEe0g

LAION-DISCO-12M

Do You Dream Of Armageddon?

Listed as Architects – Do You Dream Of Armageddon? (For Those That Wish To Exist) · Watch on YouTube

youtube_video PapI067c-lY · row PapI067c-lY

LAION-DISCO-12M

Do You Dream Of Armageddon? (Abbey Road Version)

Listed as Architects – Do You Dream Of Armageddon? (Abbey Road Version) (For Those That Wish To Exist At Abbey Road) · Watch on YouTube

youtube_video SoM6OPMdfSU · row SoM6OPMdfSU

LAION-DISCO-12M

Devil's Island

Listed as Architects – Devil's Island (Daybreaker (Deluxe Edition)) · Watch on YouTube

youtube_video TULoXzAaR1o · row TULoXzAaR1o

LAION-DISCO-12M

Red Eyes

Listed as Architects – Red Eyes (The Here and Now) · Watch on YouTube

youtube_video VlU_WEIFjxo · row VlU_WEIFjxo

LAION-DISCO-12M

Flight Without Feathers

Listed as Architects – Flight Without Feathers (For Those That Wish To Exist) · Watch on YouTube

youtube_video XEhCmEoOkIE · row XEhCmEoOkIE

LAION-DISCO-12M

The Empty Hourglass

Listed as Architects – The Empty Hourglass (All Our Gods Have Abandoned Us) · Watch on YouTube

youtube_video aHmWJwnGcKg · row aHmWJwnGcKg

LAION-DISCO-12M

Truth, Be Told

Listed as Architects – Truth, Be Told (Daybreaker (Deluxe Edition)) · Watch on YouTube

youtube_video b3Wd13_K-8U · row b3Wd13_K-8U

LAION-DISCO-12M

Outsider Heart

Listed as Architects – Outsider Heart (Daybreaker (Deluxe Edition)) · Watch on YouTube

youtube_video f6uupTRKV-o · row f6uupTRKV-o

LAION-DISCO-12M

C.A.N.C.E.R

Listed as Architects – C.A.N.C.E.R (Lost Forever // Lost Together) · Watch on YouTube

youtube_video hSK-zHTvvks · row hSK-zHTvvks

LAION-DISCO-12M

Heartburn

Listed as Architects – Heartburn (The Here and Now) · Watch on YouTube

youtube_video kY7zcRxVsZo · row kY7zcRxVsZo

LAION-DISCO-12M

Goliath (Abbey Road Version)

Listed as Architects – Goliath (Abbey Road Version) (For Those That Wish To Exist At Abbey Road) · Watch on YouTube

youtube_video lFVG6b-1JkY · row lFVG6b-1JkY

LAION-DISCO-12M

The Devil Is Near

Listed as Architects – The Devil Is Near (Lost Forever // Lost Together) · Watch on YouTube

youtube_video lwSKQYB0iCg · row lwSKQYB0iCg

LAION-DISCO-12M

The Bitter End

Listed as Architects – The Bitter End (Daybreaker (Deluxe Edition)) · Watch on YouTube

youtube_video m8ek0V5H5JM · row m8ek0V5H5JM

LAION-DISCO-12M

Learn to Live

Listed as Architects – Learn to Live (The Here and Now) · Watch on YouTube

youtube_video n9vkdCUJy8s · row n9vkdCUJy8s

LAION-DISCO-12M

Downfall

Listed as Architects – Downfall (All Our Gods Have Abandoned Us) · Watch on YouTube

youtube_video psmArp6nCVc · row psmArp6nCVc

LAION-DISCO-12M

Numbers Count for Nothing

Listed as Architects – Numbers Count for Nothing (Hollow Crown) · Watch on YouTube

youtube_video ptXiWE6XtE8 · row ptXiWE6XtE8

LAION-DISCO-12M

Black Blood

Listed as Architects – Black Blood (Daybreaker (Deluxe Edition)) · Watch on YouTube

youtube_video q8AR6CHLh6M · row q8AR6CHLh6M

LAION-DISCO-12M

In Elegance

Listed as Architects – In Elegance (Hollow Crown) · Watch on YouTube

youtube_video qMn5290Dcoc · row qMn5290Dcoc

LAION-DISCO-12M

Unbeliever

Listed as Architects – Unbeliever (Daybreaker (Deluxe Edition)) · Watch on YouTube

youtube_video rCDhKglxVJ8 · row rCDhKglxVJ8

LAION-DISCO-12M

The Distant Blue

Listed as Architects – The Distant Blue (Lost Forever // Lost Together) · Watch on YouTube

youtube_video tFOSnXr6RXs · row tFOSnXr6RXs

LAION-DISCO-12M

Giving Blood (Abbey Road Version)

Listed as Architects – Giving Blood (Abbey Road Version) (For Those That Wish To Exist At Abbey Road) · Watch on YouTube

youtube_video ueu1-uWpcnU · row ueu1-uWpcnU

LAION-DISCO-12M

Dying Is Absolutely Safe (Abbey Road Version)

Listed as Architects – Dying Is Absolutely Safe (Abbey Road Version) (For Those That Wish To Exist At Abbey Road) · Watch on YouTube

youtube_video urilPAjhNls · row urilPAjhNls

LAION-DISCO-12M

Demi God (Abbey Road Version)

Listed as Architects – Demi God (Abbey Road Version) (For Those That Wish To Exist At Abbey Road) · Watch on YouTube

youtube_video wgqG8CbF2f8 · row wgqG8CbF2f8

LAION-DISCO-12M

Demi God

Listed as Architects – Demi God (For Those That Wish To Exist) · Watch on YouTube

youtube_video xf6WNc_wyBo · row xf6WNc_wyBo

LAION-DISCO-12M

Castles in the Air

Listed as Architects – Castles in the Air (Lost Forever // Lost Together) · Watch on YouTube

youtube_video ygClVQz29BI · row ygClVQz29BI

LAION-DISCO-12M

Daybreak

Listed as Architects – Daybreak (Daybreaker (Deluxe Edition)) · Watch on YouTube

youtube_video zFFpdocmfFc · row zFFpdocmfFc

LAION-DISCO-12M

Discourse Is Dead (Abbey Road Version)

Listed as Architects – Discourse Is Dead (Abbey Road Version) (For Those That Wish To Exist At Abbey Road) · Watch on YouTube

youtube_video znVIi6PGpic · row znVIi6PGpic

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.