VC Can't Possibly Sustain Cutting-edge AI, Says Anthropic President: IPO Not for "Cash Out Exit," But to "Keep the Compute Singularity Alive"

According to Dynamic Beating monitoring, against the backdrop of a collective sprint by leading large-model companies in the secondary market, Anthropic's President and Co-Founder, Daniela Amodei, elaborated on the underlying capital logic behind the company's decision to secretly file for an IPO at the Bloomberg Tech conference on June 4. She explicitly stated that for large-model companies, an IPO is no longer a traditional late-stage cash-out exit channel but rather a necessary financing option to address extreme compute power consumption.

Amodei emphasized that cutting-edge AI research faces a "double capital black hole": on one hand, there is a significant upfront capital required to train large models at the forefront, and on the other hand, the ongoing operational costs of providing inference services to users, as user scale explodes, are also substantial. She predicted that as the large-model competition enters a more challenging phase, only a few "core large-model companies" will ultimately remain at the forefront of advancing the technology frontier, and the compute funding gap for these companies has exceeded the limits of venture capital (VC) funding. Only a deep and highly liquid secondary public market can adequately support this level of capital expenditure.

This IPO logic also aligns with Anthropic's distinctive "light-asset" compute strategy. In contrast to OpenAI and xAI's massive in-house data center investments, Anthropic adheres to a path of not building data centers and instead flexibly leasing external compute power (such as leasing capacity from SpaceX/xAI). Amodei explained that large model demand is extremely hard to predict accurately, and the company prefers to operate in a state where "product demand slightly exceeds compute supply," rather than incurring high idle depreciation costs for self-owned data centers. By raising funds through an IPO and building a substantial cash reserve, Anthropic can procure compute power flexibly to navigate market fluctuations without being locked into heavy asset commitments.