Traxsource has introduced an AI Transparency Policy Designed to help DJs, collectors, labels, and artists understand how AI has been used in the creation of music on its platform while protecting artists’ work from unauthorized AI training.
1. Transparency through AI labeling
Every track is screened before publication using third-party AI detection systems.
Music is labeled as either:
Human-Made – predominantly created through human creative input.
AI-Assisted – AI tools were used during the creative process.
Labels and artists can challenge an AI label by providing evidence of substantial human creative work, such as DAW session files or production project files.
2. Protection against AI training
Traxsource prohibits anyone from using music, artwork, or other content from the platform to train AI models without separate authorization from the relevant rights holders.
This restriction is embedded in its Terms of Service and applies to all users of the platform.
A significant aspect of the policy is its treatment of fully AI-generated music. Tracks determined to have no meaningful human creative contribution beyond prompting an AI system may be:
- excluded from Traxsource charts,
- removed from the platform, and
- repeated submissions of such material can lead to account termination.
The legendary House Music connoisseur, Lars Behrenroth, is also the founder of Deeper Shades of House, and has been one of the most vocal critics of Traxsource’s AI Transparency initiative, raising both philosophical and practical concerns about how it is being implemented. His criticism focuses on whether today’s AI-detection tools are accurate enough to support a policy that can affect artists’ reputations and commercial opportunities. He has questioned whether the system is ready for enforcement without producing false positives
His main criticisms include:
- AI detection is unreliable. Behrenroth argues that current AI-detection technology cannot accurately determine how a piece of music was created. He believes this creates a risk that entirely human-made productions could be incorrectly labeled as AI-assisted.
- The burden falls on artists. He has objected to Traxsource’s requirement that artists and labels provide evidence—such as DAW session files—to dispute AI labels. In his view, creators should not have to prove that their work is human-made because of imperfect detection systems.
- Potential harm to independent labels. Behrenroth has expressed concern that inaccurate labeling could damage the reputation and sales of smaller independent labels whose business depends on trust within the House Music community.
- Catalog removal dispute. After publicly criticizing the policy, Behrenroth stated that Traxsource removed the entire catalog of its label, Deeper Shades Recordings, from the platform. He presented this as retaliation for his criticism, although Traxsource has not publicly confirmed that this was the reason for the removal.
According to Lars Behrenroth, after he criticized Traxsource’s AI Transparency Policy, all releases from Deeper Shades Recordings disappeared from the store. He also stated that his artist profile photo and biography were removed while releases on other labels where he appeared as an artist or remixer initially remained available.
The following has to be noted for fair reporting and representation:
- Traxsource has not publicly stated that the removal was because of Behrenroth’s criticism. As of now, there is no public statement from the company confirming the reason for the catalog’s removal.
- Without a statement from Traxsource, the motivation cannot be independently verified. The sequence of events is public, but attributing causation remains Behrenroth’s allegation rather than an established fact.
