Who wins - open or closed-weights models - and what does the world look like in each scenario?

Andrew Ng and others argue accessible systems outperform overly restricted platforms on cybersecurity and transparency.

A SaferAI report found China's open GLM-5.2 refused no cyber or bio task. Open weights have caught the frontier on capability, not safety.