A $965 billion valuation accompanies Anthropic's confidential filing to go public. This move accelerates the startup's transition from a research lab to a massive corporate entity. The filing signals a high-stakes bet by capital markets on LLM scalability. Investors now face the challenge of pricing a company amid volatile regulatory scrutiny and voter alarm.