You Don't Need to Pay Frontier Labs a Dollar: Why Most PE Value Creation Can Run on Open-Source AI

The benchmarks, the economics, and the case studies all point to the same conclusion: open-source models can handle the vast majority of what PE portfolio companies need AI to do. Here's the data.