If you just talk to it over API (no web search) the Gemini models are extremely resistant to thinking the user may be living in a universe outside their training data. Try to discuss any news etc and they assume it’s fake or fiction

Yes, Gemini let's me do SARS-CoV-2 evolution research (perfectly safe, should never be blocked but is impossible with OAI/Ant)