AIIndustryInsights


  • The AI Race Won’t Be Won on Benchmarks — It’ll Be Won on Uptime

    The AI Race Won’t Be Won on Benchmarks — It’ll Be Won on Uptime

    What happens when one of the world’s most hyped AI models just… stops working? That’s what users got when Anthropic’s Claude went dark in late March, triggering hours of elevated error rates and failed requests across its API and chat interface. For startups building on Claude, it wasn’t an inconvenience. It was a gut punch.…


  • Stop Chasing the Next GPT — The Real AI Winners Sell the Shovels

    Stop Chasing the Next GPT — The Real AI Winners Sell the Shovels

    Everyone’s obsessed with the next GPT. That’s a mistake. The real money in the next wave of generative AI won’t go to the people training shiny new models—it’ll flow to the companies selling the picks, shovels, and power plants underneath them. Model builders had their gold rush moment. OpenAI, Anthropic, Google, Meta—they proved large models…