Re:Auto-research with codex: How I achieved a 232x Faster Ke...
by dejavucoder on Saturday August 15, 2026 @12:14PM
(#49311772)
this is true. in one of the later problems (cholesky decomposition), the organizer ran the submissions on a tiny training run to validate... and also provided code for same for our reference. most of the top solutions hit 4/8 or so. not very numerically stable.
i found out that as i learnt more domain wise, i was (obviously) able to steer better. doing a re-write can also remove lots of slop and context rot (and subsequently make it easier for both human and LLM to make solution more numerically stable, less reward hackish)
i found out that as i learnt more domain wise, i was (obviously) able to steer better. doing a re-write can also remove lots of slop and context rot (and subsequently make it easier for both human and LLM to make solution more numerically stable, less reward hackish)