As Geoffrey Hinton points out, once public, Anthropic's legal duty to maximize shareholder profit will directly conflict with its stated mission of prioritizing AI safety. This fiduciary responsibility could force them to deploy technology they deem risky simply to compete, making their safety-first stance untenable in the long run.

Upcoming mega-IPOs from companies like OpenAI and SpaceX will likely feature dual-class share structures. This mechanism grants certain insiders, typically founders, shares with outsized voting power (e.g., 10 votes per share). This allows them to retain control over the company's strategic direction even after diluting their economic ownership by going public.

Anthropic's public focus on AI doomerism and safety isn't just ideological; it's a strategic move. By positioning themselves as the "safe" player, they can influence regulation to create a closed environment with few competitors, creating an information asymmetry they can exploit.

Anthropic's public discourse on AI's existential risks is increasingly seen as a marketing tool ahead of its IPO. This narrative positions them as the 'responsible' AI leader, creating a brand differentiator while they continue to raise massive capital and pursue commercialization, raising questions about the authenticity of their 'go-slow' message.

Reflecting on his public company experience, Zayo's CEO advises creating super-voting shares for insiders during an IPO. This concentrates control and makes the company a much less appealing target for activist investors who can't easily gain influence.

By publicly calling to slow down AI development due to perceived dangers, Anthropic provides political ammunition to figures like Bernie Sanders, who argues for radical measures like seizing 50% of AI company equity. The timing appears self-defeating and strategically naive, turning their safety concerns into a potent campaign message for their biggest critics.

To protect its 'safety first' mission from investor pressure, AI company Anthropic created a 'Long-Term Benefit Trust.' This separate body, staffed by mission-aligned trustees, has the legal power to appoint board members to the for-profit entity, creating a structural guardrail against mission drift.

Eric Ries observed that every major AI company (OpenAI, Anthropic, etc.) has rejected standard corporate governance. They consider the technology too dangerous and have implemented structures with a "mission guardian"—an entity or person responsible for ensuring the company stays true to its safety-oriented mission above pure profit.

Anthropic's restrictive policies, framed as safety measures, are alienating the AI research community. Critics argue these actions burn trust and hinder research, suggesting a strategic motive to control the field rather than a pure safety concern, a move likened to Apple's strategic use of privacy.