A new paper from Harvard Law School has raised alarms about the governance frameworks at leading AI companies, particularly OpenAI and Anthropic. As these firms gain influence in the evolving AI sector, the paper highlights the risks of allowing unelected directors to prioritize social missions over shareholder interests.
Investment Without Authority
The research, authored by Jesse Fried and Idan Reiter, draws parallels between OpenAI, Anthropic, and the ice cream brand Ben & Jerry's, especially its governance changes following the acquisition by Unilever in 2000. In each scenario, investors provided capital but lacked authority over management decisions that balance commercial goals with broader social missions. This arrangement, the authors argue, concentrates significant power in the hands of what they call ‘self-appointed mission guardians’—individuals who determine how much profit may be sacrificed for objectives like AI safety and social activism.
The implications of this governance structure are extensive. It raises critical questions about accountability and fiduciary oversight. Traditionally, critics have focused on the risk that these companies might lean toward commercial priorities to attract capital and partnerships. However, Fried and Reiter warn of a less discussed but equally troubling risk: insulated directors could overreach in their mission, potentially harming both investors and the very goals they aim to protect.
The ‘Ben & Jerry’s Risk’
The term ‘Ben & Jerry’s risk’ describes the governance breakdown observed at the ice cream company after its acquisition. Unilever’s attempt to establish an independent board to protect Ben & Jerry’s mission instead led to a disconnect from investor interests. This disconnect ultimately resulted in difficulties balancing the company's commercial viability with its social mission. The authors suggest that OpenAI and Anthropic may be on a similar path, where mission guardians, cut off from investor input, could unintentionally jeopardize both profit and purpose.
Implications for the Future of AI Governance
The paper's findings come at a crucial time as AI technology continues to advance rapidly, raising ethical questions and societal implications. The governance structures at these firms could affect not only their operational success but also the broader AI ecosystem. As AI becomes increasingly integrated into various sectors, how these organizations manage their dual obligations to profit and mission will come under close scrutiny.
This research reflects growing concerns about the governance of powerful AI entities, where balancing profit and social responsibility must be approached with care. The authors' warning signals a need to reevaluate governance practices in AI firms to ensure accountability to both investors and the societal implications of their innovations.
As the conversation around AI governance evolves, industry stakeholders must consider the implications of these findings. The challenge lies in not only achieving technological advancement but also ensuring these advancements are conducted responsibly and sustainably for all parties involved.



