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nottombrown

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Author here: Sorry for the confusing formatting on the task descriptions at the end of the paper. That "4" is the human-generated target completion, not a model generated completion. I'm not sure whether the model got that particular question correct, but from Table 3.7 that GPT-3 has 36.5% accuracy on DROP in the few-shot setting.

Many other readers were confused by this so we'll update the formatting to say "target completion" to make this more clear.

I agree that the phrase "non-specialized" is a bit tricky. Ants are mostly non-specialized in structure (there are only a handful of forms within the colony), but individuals take on specialized behavior based on the conditions that their put in. I think stem cells could be a better metaphor.

In Swift, you have to signal and guard against the nil.

In ruby, you choose whether to signal and you choose whether to guard. Here are some ruby examples that may be more clear:

Does not signal

    user = User.find_by_favorite_dinosaur("Dromiceiomimus")
Does not guard
    def print_favorite_dinosaur(user)
        p "User's favorite dinosaur is #{user.dino})"
    end
Signals and guards
    def print_favorite_dinosaur(user)
        if user
            p "User's favorite dinosaur is #{user.dino})"
        else
            p "No user. (Let's assume she likes T-rexs)"
        end
    end

    possible_user = User.find_by_favorite_dinosaur("Dromiceiomimus")

    print_favorite_dinosaur(possible_user)

Sorry this was unclear. We meant "correctly predict the most friendships"

You get 1 point for each friendship that you correctly predict did or did not occur. In the test data set ~50% of pairs became friends, so predicting "everyone became friends" would get 250 points, whereas a perfect algorithm would get 500 points.

I'm updating the README now to make our scoring system more clear.

Yeah, tool-specific monitoring is always forgotten. There was a great article I once read on how your second datastore inevitably turns into a ghetto. People overestimate how many things they can keep track of.

This is an excellent example of leadership. Shuttleworth describes their accomplishments and new goals very clearly.

Ubuntu has certainly been a pleasure to use on the cloud. Congratulations to all the contributors.

Great work! I've been looking for something like this to replace my overly complex bootstrap setup.

One thing that I'd like to see is a gutter-based grid system. In your grid examples the inner elements take care of the padding so we end up with weird padding on the left and right.