The Lie of Open Source AI: From Open Weights to Full Transparency

In the current Artificial Intelligence ecosystem, the label “Open Source” has become an elastic, almost promotional term. As a heavy user of models like Gemma-4 and Qwen, I’ve realized there is an invisible but profound gap between the software we can download and the software we can actually understand.