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2 yr. ago

  • Google Gemini Powered AlphaCode 2 Technical Report

    HumanEval achieved 74.4%, surpassing GPT-4 at 67%. It successfully solves 43% of problems in the latest Codeforces rounds with 10 attempts. The evaluation considered the time penalty, and it still ranks in the 85th percentile or higher. AlphaCode 2 already beats 85% of people in top programming competitions (which are already better than 99% of engineers out there). So, I believe AI already writes better short code than the average programmer, but I don’t think it can debug any code yet. I’d say it will need a platform to test and iteratively rewrite the code, and I don’t see that happening earlier than 3 years.

  • Related idea:

    https://reddthat.com/post/7516312

    To manage temporary files in Linux, a Bash script can move files untouched for 10 days to a timestamped subfolder, return modified files to the root, and delete files not modified for 90 days. Alternatively, a folder with symlinks to recently accessed files can be created using mkdir, find with -atime -7 to locate recently accessed files, and a while loop with ln -s to symlink each file into the folder. Both approaches help organize files based on access time to avoid clutter and remove stale temporary files. The Bash script offers more automation while the symlink folder provides a manual way to access recent files.