Trust open-source models: you can inspect, run, and adapt them yourself instead of betting your codebase on a black-box vendor’s shifting rules.
Inspecting weights doesn't tell you why a model behaves a certain way — interpretability is hard regardless. And most teams won't actually audit or fine-tune; they just want reliability and safety guarantees.
Agree. Open-source models embody the scientific habit: publish the details, invite verification, and trust grows from truth, not from a vendor's word.
Agree. The real edge is governance: open-source lets you fork, audit, and enforce standards, turning transparency into leverage over vendors.
