However, I am a bit concerned about the sending limits. What if one of these alerts accidentally starts sending too many emails. Will I be locked out of my private, paid email account?

The website also comes with a workshop feature which lets me explore new artworks and/or regenerate existing ones if they fail. It gets a list of models from OpenRouter and shows the costs per output token.

Anyone with an OpenRouter API key can start the project locally and use the workshop.

The gallery has some interesting reinterpretations of famous art. For instance, here's how GPT-5 interprets The Scream by Edward Munch. I love how the colored horizontal stripes go outside the boundaries of the painting.

o3-mini's version has much better game mechanics and is more fun to play. But it misses a lot of the features.

html-preview.github.io?url=https://...

Note: it doesn't work on Safari.

You can play the game here: html-preview.github.io?url=https://...

Results of other models and the leaderboard can be found here: github.com/vnglst/when-...

Then it extracts these mentions using quotations from the speech to explain why it thinks the mention is optimistic or pessimistic. It also makes sure to use the correct ISO country code.

All this in maybe 100 lines of code and without any training data. Pretty powerful!

GenAI is doing a lot of heavy lifting here: it’s reading the speech documents (which could be in all kinds of languages), it figures out if other countries are being mentioned in the speech. This could be direct or indirect mentions.

Thanks and great question!

I’m no machine learning expert but I think this would be hard if not impossible to pull off using just machine learning.

Future plans also include mapping speeches to UN Sustainable Development Goals (SDGs), revealing which nations prioritize specific global challenges.

Anyway, lots to explore, but looking forward to some initial feedback!

It's still a work in progress as I see a lot more potential for more insights. While currently focused on 2024 speeches, analyzing mentions across different years could reveal evolving diplomatic patterns.