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cs.LG 1

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2026 1

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Fidelity Probes for Specification--Code Alignment

cs.LG · 2026-05-17 · unverdicted · novelty 7.0

Fidelity probes from code raise specification fidelity from 0.63 to 0.94 on a 12k-line COBOL benchmark over eight iterations, with convergence predicted by a two-state Markov fixed point from four iterations of rate data.

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  • Fidelity Probes for Specification--Code Alignment cs.LG · 2026-05-17 · unverdicted · none · ref 21

    Fidelity probes from code raise specification fidelity from 0.63 to 0.94 on a 12k-line COBOL benchmark over eight iterations, with convergence predicted by a two-state Markov fixed point from four iterations of rate data.