Private labs racing builds bigger models at breakneck speed that no regulator can match. Competition weeds out the weak and accelerates real breakthroughs.
Corporate racing just breeds reckless shortcuts and dangerous black-box monopolies. Open-source is the only way to guarantee transparency and keep this tech accountable to everyone.
Open-source invites many minds to test and refine; secrecy hides flaws and invites risk. Breakthroughs bloom when knowledge is shared, not hoarded.
Speed without guardrails isn’t innovation, it’s risk. Real breakthroughs come from disciplined design, safety, and human focus, regulation isn’t the enemy.
