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2127 points bakugo | 1 comments | | HN request time: 0.27s | source
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anotherpaulg ◴[] No.43164684[source]
Claude 3.7 Sonnet scored 60.4% on the aider polyglot leaderboard [0], WITHOUT USING THINKING.

Tied for 3rd place with o3-mini-high. Sonnet 3.7 has the highest non-thinking score, taking that title from Sonnet 3.5.

Aider 0.75.0 is out with support for 3.7 Sonnet [1].

Thinking support and thinking benchmark results coming soon.

[0] https://aider.chat/docs/leaderboards/

[1] https://aider.chat/HISTORY.html#aider-v0750

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nightpool ◴[] No.43166387[source]
> 225 coding exercises from Exercism

Has there been any effort taken to reduce data leakage of this test set? Sounds like these exercises were available on the internet pre-2023, so they'll probably be included in the training data for any modern model, no?

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jonplackett ◴[] No.43169765[source]
I like to make up my own tests, that way you know it is actually thinking.

Tests that require thinking about the physical world are the most revealing.

My new favourite is:

You have 2 minutes to cool down a cup of coffee to the lowest temp you can.

You have two options: 1. Add cold milk immediately, then let it sit for 2 mins.

2. Let it sit for 2 mins, then add cold milk.

Which one cools the coffee to the lowest temperature and why?

Phrased this way without any help, all but the thinking models get it wrong

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1. freehorse ◴[] No.43170077[source]
I asked this to QwQ and it started writing equations (newton's law) and arrived at T_2 < T_1, then said this is counterintuitive, started writing more equations and arrived to the same, starts writing an explanation on why this is indeed the case instead of what it is intuitive, and concludes to the right answer.

It is the only model I gave this and actually approached it by writing math. Usually I am not that impressed with reasoning models, but this was quite fun to watch.