Unauthorized Use of AI to Replicate Tupac Shakur's and Snoop Dogg's Voices in Drake's 'Taylor Made Freestyle'

Drake released a song, "Taylor Made Freestyle," featuring AI-generated voices of Tupac Shakur and Snoop Dogg. The unauthorized replication of Tupac’s voice without the estate's consent led to a cease-and-desist order.

Risk classification

• Primary risk domain: 6 Socioeconomic & Environmental
• Primary risk subdomain: 6.3 Economic and cultural devaluation of human effort

The incident involves the unauthorized reproduction and imitation of Tupac Shakur's and Snoop Dogg's distinctive voices and creative likenesses using generative AI.

Additional risk subdomains

• 4.3 Fraud, scams, and targeted manipulation: The AI system was used to impersonate specific individuals (Tupac and Snoop Dogg) to target and manipulate a public feud with Kendrick Lamar.

Causal factors

• Entity: Human
• Intent: Intentional
• Timing: Post-deployment

The incident was caused by Drake's intentional decision to use deployed AI voice-cloning technology to generate unauthorized vocals for his song.

EU AI Act risk tier

• Risk tier: 3 Limited Risk

Limited Risk: The incident involves the creation of deepfakes (AI-generated voice clones), which are subject to transparency obligations under the Act to ensure users are aware they are interacting with synthetic content.

AI system and alleged parties

• AI system: unspecified
• AI purpose: Voice Generation; Text Style Replication
• Behaviour type: Tool
• Alleged developer: Unknown deepfake technology developers
• Alleged deployer: Drake
• Alleged harmed parties: Tupac Shakur, Snoop Dogg, Estate of Tupac Shakur

Harm severity

Highest direct severity in any category: Minor. Severity is scored from Negligible to Catastrophic in each harm category, for harm the reports describe as caused directly or indirectly by the AI system.

• Physical: direct Negligible, indirect Negligible
• Infrastructure: direct Negligible, indirect Negligible
• Property: direct Negligible, indirect Negligible
• Financial: direct Negligible, indirect Negligible
• Environmental: direct Negligible, indirect Negligible
• Malicious content: direct Minor, indirect Negligible
• Differential treatment: direct Negligible, indirect Negligible
• Civil rights: direct Negligible, indirect Negligible
• Democracy: direct Negligible, indirect Negligible
• Privacy: direct Negligible, indirect Negligible
• Psychological: direct Negligible, indirect Negligible
• Epistemic: direct Minor, indirect Negligible
• Child sexual exploitation and abuse: direct Negligible, indirect Negligible

Malicious content

Reported: Yes, the reports describe the creation and distribution of an unauthorized AI-generated diss track.

Directly caused: The track 'Taylor Made Freestyle' was published on X and other platforms, reaching over one million streams before being taken down.

Indirectly caused: N/A

Inferred additional harm: N/A

Epistemic

Reported: Yes, the estate argued the song created a false impression that they or Tupac endorsed the lyrics.

Directly caused: The highly realistic voice clones misled or had the potential to mislead listeners into believing the artists actually recorded the verses.

Indirectly caused: N/A

Inferred additional harm: N/A

People affected

• Occurrences reported: 1
• People reportedly harmed: 2
• People reportedly exposed: 1000000

Potential causes

Management

• Prioritizing Viral Impact: Using controversial tech to gain quick attention in a high-profile beef.
• Inadequate Legal Assessment: Failure to evaluate the legal risks of using deepfakes before release.

Technology

• Convincing Voice Cloning Tech: AI tools make it easier than ever to convincingly mimic real artists.
• Generative AI Accessibility: Advanced music generation tools are highly accessible to public figures.

Data Inputs

• Unlicensed Data Scraping: AI models train by scraping copyrighted artist recordings without consent.

Human Factors

• Disregard for Consent: Using deceased artists' voices without consulting their living estates.
• Hypocritical AI Use: Using AI cloning despite protesting when own voice was cloned previously.

Process and Methods

• Lack of AI Guardrails: No robust mechanisms to prevent unauthorized generation of famous voices.
• Ineffective Provenance Tools: Current watermarking and tracking methods fail to prevent voice cloning.

Regulatory Environment

• Unclear Federal Rights: Absence of federal publicity laws protecting vocal likeness from deepfakes.
• Copyright Law Ambiguity: Uncertainty whether AI ingestion of music constitutes fair use under law.

Information quality

• Classification confidence: High
• Reason for confidence: The reports provide clear, consistent, and detailed accounts of the incident, the legal arguments raised by the estate, and the resolution. The facts regarding the unauthorized voice cloning are undisputed.
• Ambiguities identified: The specific AI software or platform used to generate the voice clones is not named in the reports.
• Alternative interpretations: None. The incident is clearly a case of unauthorized synthetic media generation used in a commercial/creative dispute.

Canadian artist Drake used AI-generated voice clones of Tupac Shakur and Snoop Dogg in a diss track, leading to a cease-and-desist from Tupac's estate. While highlighting the evolving legal and ethical challenges of generative AI and intellectual property rights, the incident has negligible national security implications.

• Overall national security impact: Negligible
• Response level: Minor
• Scope: Multiple nations
• Primary target: United States
• Other affected: Canada
• Alleged perpetrator: Drake

Threat characteristics

• Imminence: Long-term. The immediate dispute was resolved via legal take-down, leaving only long-term strategic policy and legal precedents to consider.
• Autonomy: Human-controlled. The AI was used as a tool directly controlled by human creators to generate specific vocal outputs.
• Novelty: Evolved capability. Represents an evolution of existing voice-cloning capabilities applied to high-profile commercial disputes involving deceased artists.

Impact by dimension

• Physical security: Negligible. No physical systems, critical infrastructure, or human safety factors were impacted or threatened by this creative dispute.
• Information security: Negligible. The voice cloning was used in a commercial rap feud rather than state-sponsored disinformation, cyber operations, or intelligence targeting.
• Sovereignty: Negligible. The incident did not affect state sovereignty, government decision-making, or democratic institutions.
• Economic security: Negligible. While involving copyright and intellectual property issues, the dispute does not threaten strategic national industries or critical financial infrastructure.
• Societal stability: Negligible. The incident represents an intellectual property dispute without wider societal manipulation, civil unrest, or systemic human rights violations.