According to @timnitGebru, a leading AI ethics researcher, the composition of collaboration networks in the AI industry directly impacts the credibility and effectiveness of AI governance initiatives (source: @timnitGebru, Sep 7, 2025). Gebru's statement underlines the importance of vetting partnerships and collaborators, especially as AI organizations increasingly position themselves as advocates for ethical standards. This insight is crucial for AI companies and stakeholders aiming to build trustworthy AI systems, as aligning with entities accused of unethical practices can undermine both business opportunities and public trust. Businesses should prioritize transparent, ethical partnerships to maintain industry leadership and avoid reputational risks.