I think grading on multiple dimensions makes sense, though scaling is a challenge. As for analysis write-up: turns out, language models can also explain what t

I think grading on multiple dimensions makes sense, though scaling is a challenge. As for analysis write-up: turns out, language models can also explain what the code does really well, in convincing vernacular. They generate reasonable comments. https://twitter.com/emeryberger/status/1560618825208320001?s=20&t=_5G6G7bLzc_Y-_xuEQwLkg https://twitter.com/emeryberger/status/1560618825208320001?s... As an illustrative example, I just typed in a little test into Copilot. I only typed the first line and the text that starts with "a paragraph explaining...", and typed a "#" for each comment. Copilot filled in the rest. def compute_sum_recursively(n): """A paragraph explaining what this function does and why, and explaining its running time: This function computes the sum of the first n natural numbers. The running time of this function is O(n). """ # Base case: n = 0 if n == 0: # The sum of the first 0 natural numbers is 0 return 0 else: # Recursive case: n > 0 # The sum of the first n natural numbers is n + the sum of the first n-1 natural numbers return n + compute_sum_recursively(n-1)