OpenAI and Anthropic are preparing for potential IPOs as the sector matures. Public listings force these secretive labs to disclose financial data and governance structures to shareholders. This shift moves AI development from private venture capital control to public regulatory scrutiny. Practitioners should expect increased transparency regarding model training costs.