AI Pricing, Anthropic IPO, and Trust Strategy
The AI market is being re-priced as Chinese open-weight models close the capability gap while undercutting frontier pricing. Anthropic's reported IPO preparations add a new test for public-market valuation of AI infrastructure. A rare executive debate over regulation, trust, and delivered outcomes adds a second layer. These developments matter for enterprise procurement, investor strategy, and AI brand positioning.