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Reliable automatic coding of described rules by 2030?
In a previous question, we asked "How long until a machine-learning system can take a simple text description and turn it into a program coded in C/Python?" While interesting and understandable, this criterion suffers from possible ambiguity and difficulty in exact quantification.
As a supplement, there is an interesting framework, metric, and dataset provided by DeepMind's "card2code" dataset, which consists of Magic the Gathering and Hearthstone cards, in addition to Java and Python implementations of card logic, respectively. The task is to translate the rules/instructions on the card into an accurate code implementing them.
Effective semantic parsing is a requisite skills of a general AI system, and code generation is potentially a very powerful capability, so we ask the following question that will benchmark how well a system can write general-purpose code:
Will a code generation system achieve 75% accuracy on the Hearthstone card set by 2030?
Positive resolution occurs if a paper is published or posted describing a code generation system that has credibly achieved 75% on Hearthstone card set by 2030.
Metaculus help: Predicting
Predictions are the heart of Metaculus. Predicting is how you contribute to the wisdom of the crowd, and how you earn points and build up your personal Metaculus track record.
The basics of predicting are very simple: move the slider to best match the likelihood of the outcome, and click predict. You can predict as often as you want, and you're encouraged to change your mind when new information becomes available.
The displayed score is split into current points and total points. Current points show how much your prediction is worth now, whereas total points show the combined worth of all of your predictions over the lifetime of the question. The scoring details are available on the FAQ.
Note: this question resolved before its original close time. All of your predictions came after the resolution, so you did not gain (or lose) any points for it.
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Metaculus help: Community Stats
Use the community stats to get a better sense of the community consensus (or lack thereof) for this question. Sometimes people have wildly different ideas about the likely outcomes, and sometimes people are in close agreement. There are even times when the community seems very certain of uncertainty, like when everyone agrees that event is only 50% likely to happen.
When you make a prediction, check the community stats to see where you land. If your prediction is an outlier, might there be something you're overlooking that others have seen? Or do you have special insight that others are lacking? Either way, it might be a good idea to join the discussion in the comments.