Show HN: Gemini Pro 3 imagines the HN front page 10 years from now

This suffers from a common pitfall of LLM's, context taint. You can see it is obviously the front page from today with slight "future" variation, the result ends up being very formulaic.

I agree. What is a good update prompt I can give it to create a better variant?

You could try passing it 10-20 front pages across a much wider time range.

You can use: https://news.ycombinator.com/front?day=2025-12-04 to get the frontpage on a given date.