We tried to recreate Claude’s viral hedge fund demo using IONQ—and the results didn’t hold up. While it summarized the earnings call well, it failed to pull basic financials and ran a flawed DCF with shaky assumptions. The AI analyst hype sounds great, but real-world results still lag.

We tested OpenAI’s new GPT Agent on a real task: calculating our AI SC 15 Index. The result? Fast, accurate, and low-friction. As tools like this improve, startups built on similar workflows may struggle to keep up — a trend we explored in our recent piece on AI’s rapid pace.

Elon Musk’s Grok, the AI chatbot from his startup xAI (integrated into X, formerly Twitter), is facing widespread backlash after it...

As part of our "How to make money with AI" series our first case is the AI super-operator. The humans who will make AI work for the market.