AI Does NYT Connections

Hmm, isn't there like five lives before "ending"? So instead of doing a "perfect run" there should be chances, and feedback, such as "one missing", like a real human player?

Why is Gemini given 4 Xs for #547?

It has "Group 3" correct. It should be marked as having 1/4 groups correct.

Same thing happened on #535, Gemini actually got "Group 1" correct but was marked 0/4 correct.

Argh put a spoiler cover over today's at least!

This is nicely presented. I would like to see the prompts to the respective services, however. Did I miss them? The "side peek" would be a natural place for them.

These kind of tests (or may be all tests) should show *success rate* instead of a single pass/fail.

I believe Claude or even Gemini can succeed if system prompt is improved e.g. tell it to re-evaluate it's answer before finalising, can even tell it to do "thinking" within <thinking> tags. I use claude like that and it often goes over it's answer and corrects itself within same reply. On the other hand it can also incorrectly assume it made a mistake and can sometimes uncorrect itself.

Edit: Using o1's step by step problem solving example from OpenAI blog post made Claude go step by step in similar depth too. Could even do that here to get better success rate in non-o1 models.

This is very cool. It seems like the prompt is asking the LLM to one shot an answer. Have you tried asking it to make a group, confirm whether it's correct, and repeat with the remaining words? (like a human would)

Connections is a great game to test AI. It really relies on the ambiguity and loosely connected aspects of culture and language. I am shocked at how well o1-pro does.

Beyond being able to solve Connections, can a LLM generate (good/challenging/solvable) connections? Would be pretty cool to be able to generate a test set.

> Correct group with the wrong connection

This seems highly subjective. We should not care about this. The game is to connect the words, not find the connection. For human players, it doesn't matter if you get the connection or not.

This is completely unsurprising as the latent space that LLM's rely on basically is a giant web of Connections.

Quite shocked that O1-Pro isn't orders of magnitude better than O1 despite being 10x the price.

Cool benchmark nonetheless!

I'd love to see them try "Only Connect" puzzles which are _much_ harder.

Spoiler alert

LLMs don’t have “intelligence”.