Author

Molood Arman

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#artificial intelligence Preprint Sep 2026

Compact Documentation for Coding Agents: A Benchmark, an Optimizer, and Why It Does Not Transfer

We investigate whether natural-language documentation helps coding agents resolve software issues, and we build the tools to construct and evaluate it. We introduce a roundtrip benchmark that scores code descriptions by whether code regenerated from them passes the original tests, and show that completeness, not length...

Molood Arman, Igor Molybog · 0 citations

Preprint Aug 2026

When Outputs Disperse, Does Epistemic Revision Follow? A Black-Box Diagnostic for Machine Collectives

This work operationalizes dispersion-revision coupling and proposes CI with the Meta-Predictive Clarity System, which inserts a Re-Differentiation Protocol (RDP) when outputs over-converge, as a reusable method for estimating this coupling regime.

Molood Arman · 0 citations