Anthropic allocates 5% of shares to set up a fund before IPO, Musk calls for direct distribution to the public

According to Woofun AI, AI giant Anthropic has officially launched a large-scale equity allocation plan at a critical juncture leading up to its Initial Public Offering (IPO). By establishing the "Anthropic Public Benefit Fund," the company is allocating 5% of its shares to this new entity. This move signifies a shift by the tech giant from purely technological R&D to direct capital and resource redistribution experiments in response to the potential societal disruptions caused by artificial intelligence.

On October 18 (U.S. time), Anthropic officially released detailed operating mechanisms for this fund. The core design links equity awards to company growth, but the beneficiaries shift from executives to the public interest. According to the announcement, upon shareholder approval, the initial 5% of shares will be directly injected into the fund. Even more critical is the dynamic escalation clause: every time the company's valuation increases by 50% over an undisclosed benchmark, the board will have the authority to allocate an additional 2% of shares.

This structural design deliberately avoids the conventional tech company practice of using increasing equity awards as a form of executive compensation. Instead, it transforms them into a public benefit capital pool that automatically expands as the company grows. Anthropic has not disclosed the specific benchmark valuation, which means that the expected degree of future share dilution remains uncertain. However, the “growth equals public benefit” logic establishes a positive linkage between company value and social responsibility.

It is notable that this mechanism is not a one-off commitment; it is a cumulative process that scales with time and company valuation, providing a sustainable financial resource for long-term public benefit investment.

Tracing Anthropic's history of equity commitments, this allocation is not an isolated event but an extension and upgrade of its overall public benefit strategy. From the company's inception, co-founders had already pledged to donate 80% of their personal equity holdings.

Additionally, the company has implemented an employee equity donation matching program, encouraging staff to allocate a portion of their equity to public benefit causes, with the company matching those donations. About half of the employees currently participate in this program. Including this new 5% allocation, Anthropic has now dedicated approximately 20% of its total shares to public benefit purposes. Should the company's valuation continue to surpass certain thresholds, this ratio could rise even further.

This multi-layered equity donation system creates a three-dimensional public benefit network that starts from founders to employees and up to the company's overall assets, highlighting Anthropic's high prioritization of social value in its corporate governance structure.

Woofun AI data compilation shows that Anthropic demonstrates a different strategic mindset from traditional nonprofits in respect to the flexibility of fund usage. As a public benefit corporation, Anthropic has already conducted internal research on safety and interpretability, biomedical studies, and provided Claude model discounts to nonprofits and research institutions as part of its public benefit work.

However, the newly established public benefit fund is designed to exceed the constraints of internal operations, with broader authority over resource allocation—for instance, making large-scale donations to traditional nonprofits or providing resources directly to specific communities. The announcement specifically points out that the labor market is the fund’s first area of focus. Anthropic acknowledges that while AI creates enormous economic value, it may also cause significant labor displacement and unstable employment. To address this issue, the company has pledged $200 million for dedicated research and solutions, but stresses that "at the pace of AI advancement, bolder action might be needed" and the fund will provide the necessary flexibility to promote innovative approaches.

This concern is not unfounded: a Pew Research Center survey in August found that 71% of U.S. adults believe that AI will reduce job opportunities in the U.S. within the next two years. To ensure flexibility and efficiency in resource allocation, the fund will be established as a wholly owned limited liability company (LLC) by Anthropic, rather than adopting the U.S. tax code’s 501(c)(3) tax-exempt nonprofit corporation structure.

This approach aims to retain the ability to shift quickly among different donation formats. Anthropic also clearly commits that the fund’s shares will not be used for lobbying or political donations in the U.S. or other countries, preserving its purely public benefit nature. The specific structure, governance approach, and valuation benchmark details are expected to be announced in the coming months.

The establishment of this public benefit fund has been interpreted by the market as a key preparatory move by Anthropic for its upcoming IPO. According to CNBC, Anthropic has informed investors of third-quarter revenues reaching $16.8 billion, and it is widely expected that the company could go public as soon as November. Previous reports suggested the anticipated IPO valuation of Anthropic would be between $1.8 trillion and $2 trillion. Despite some recalibration, its massive revenue scale continues to support its position as a leading AI company. Lise Buyer, partner at IPO advisory firm Class V Group, told CNBC that announcing this plan ahead of the IPO is both a necessary step to meet regulatory and market expectations for corporate social responsibility and an advantage for its public image.

If the fund can effectively assist workers with retraining or provide career transition support amid technological displacement, both the public and investors may respond positively. However, Buyer also soberly noted that this is also a strategic move by the company to “polish its reputation” in an era when AI technology is under intense social scrutiny.

This perspective reveals the delicate balance tech giants must strike between commercial success and social responsibility. The public benefit fund is not just a resource allocation tool but also an important component of brand reputation management.

In response to Anthropic’s move, Tesla (TSLA.US) and SpaceX (SPCX.US) CEO Elon Musk offered a radically different perspective on social platform X. He directly suggested, “just give the equity to the public.” Musk’s comment reflects his distinctive views on wealth distribution and social welfare, advocating bypassing intermediaries and implementing more direct forms of capital redistribution. Contrasted with Anthropic’s approach via specialized funds, targeted research, and project support, Musk promotes a more radical, streamlined Universal Basic Income (UBI) approach. The clash of these perspectives not only showcases differing understandings among tech leaders about the social contract in the AI era, but also foreshadows more intense debate and practical exploration between industry and the public regarding the distribution of AI dividends. As Anthropic progresses toward its IPO, the actual implementation and impact of its public benefit fund on the job market will be critical indicators in evaluating the authenticity of the company’s corporate commitment.