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arXiv9h ago
3.1

Robust Reasoning Benchmark

Pavel Golikov, Evgenii Opryshko, Gennady Pekhimenko, Mark C. Jeffrey

View original ↗

Analysis

Viral velocity
low
Implementation gapNo
Novelty7/10
Categorytool
Topics
reasoningbenchmarkingrobustness

Opportunity Brief

Build a 'Robustness Perturbation Pipeline' that allows researchers to automatically re-format and mutate logic/math benchmarks to test model resilience.

Suggested repo: robust-logic

"Test if your model actually understands math or if it's just overfit to prompt templates."

Estimated effort: 25h