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Alfredo Sepulveda-Jimenez

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#software testing Open access Sep 2026

From AI Safety via Debate to Evidence-Grounded Adversarial Assurance

Can competing AI systems help humans evaluate reasoning they cannot independently verify? AI safety via debate proposes this possibility. Yet winning an argument is not a certificate of safe action. This paper develops evidence-grounded adversarial assurance: a mathematical framework that separates proposal generation,...

Alfredo Sepulveda-Jimenez · 0 citations
#software testing Open access Sep 2026

From AI Safety via Debate to Evidence-Grounded Adversarial Assurance

Can competing AI systems help humans evaluate reasoning they cannot independently verify? AI safety via debate proposes this possibility. Yet winning an argument is not a certificate of safe action. This paper develops evidence-grounded adversarial assurance: a mathematical framework that separates proposal generation,...

Alfredo Sepulveda-Jimenez · 0 citations
#software testing Open access Sep 2026

From AI Safety via Debate to Evidence-Grounded Adversarial Assurance

Can competing AI systems help humans evaluate reasoning they cannot independently verify? AI safety via debate proposes this possibility. Yet winning an argument is not a certificate of safe action. This paper develops evidence-grounded adversarial assurance: a mathematical framework that separates proposal generation,...

Alfredo Sepulveda-Jimenez · 0 citations

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