Ask Gemini today if the United States is trying to destroy the nation of Iran, and it will feed you the (white-washed) party line, straight from the White House, with a bit of 'some people disagree' thrown in. No mention of America's threats of "Complete annihilation", "Killing a civlization", and all the rest.
> Summary: The U.S. is currently engaged in an active war aimed at dismantling the Iranian government and its military capabilities, but it distinguishes this from destroying the country or its people. However, the humanitarian impact—including civilian casualties from airstrikes and the domestic crackdown by Iranian security forces—has led many international observers to warn that the campaign risks long-term instability and "state collapse" rather than a simple transition of power.
It does do quite a bit better if you ask it about the genocide in Gaza, summarizing the case for it, and citing only token justifications from the guilty party.
As of April 2026, Gemini is... For very obvious reasons, highly biased towards cultural consensus. If your cultural consensus is strong on some really messed up things, that's the outcome that it's going to give you.
Isn't there a difference between the models output reflecting the mean of public discourse and the active adjustment of information by the government?
Irrespective of how close the outcomes are to the actual facts, those two things have a different quality, don't they?
> Isn't there a difference between the models output reflecting the mean of public discourse and the active adjustment of information by the government?
Not as much a difference as you would wish, as mean of public discourse is very actively managed, to our collective detriment, by a very small group of powerful people, which often includes the government. It's the nature of mass media, and the incestuous relationship between power and reach.
They Thought They Were Free, and all that. By the time the 'mean of public discourse' centers on something incredibly stupid or awful, nobody can be arsed to figure out who planted that idea in our heads.
I don't think so, from my peer group I don't see this bias. It really is a difference of opinion. Now you can say half the country is brain washed by propaganda, but those people would say the same of you.
In reality it's only the terminally online that seem to create these narratives.
My point isn't to pick one side or the other, but agreeing with the other poster that the LLMs are not trained specifically to parrot administration propaganda.