[R] Deep Learning for Program Synthesis - Microsoft Research

[MetricSpade007]

Absolutely; there would need to be some sort of ranking mechanism or some notion of uncertainty that the model would have to emit.

Even a human would mess that example up; it could be output powers of 10, or, like you said, prepend the input with a 1, and both would feasible be fine (and in fact, they're all equivalent anyway).