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VERITAS reveals that incorporating verifier feedback can boost theorem proving success rates by over 10%, challenging the efficacy of traditional binary pass/fail approaches.
Turns out, you can bootstrap better formal specification synthesis by training on the iterative refinement trajectories of a traceable specification generator, leading to substantial gains in both specification accuracy and general reasoning.
