[HUGGINGFACE]score: 0.63
Computer Science Conferences Should Require Nonrepudiable Experimental Results
May 8, 2026
A position paper argues CS conferences should mandate cryptographically bound, nonrepudiable attestations linking reported benchmark numbers to actual executed computations, replacing self-reported checklists and optional code sharing. The proposal targets a fundamental reproducibility gap: reviewers currently cannot verify that described code produced reported results. Directly relevant to ML benchmark credibility and conference policy.
paper