Anthropic's IPO: It's Time for AI to Prove Its Worth Every week, another AI tool hits the market, promising to outperform everything that came before it. A smarter model. A more autonomous agent. Yet another subscription that somehow feels absolutely essential. Meanwhile, Anthropic is preparing to go public, raising a question that goes well beyond the company itself: how much better does AI need to get before it can justify what we're paying for it?