Randomized trial establishes AI-guided research protocol for retail trading, suggesting enhanced integrity in outcomes.
Priority document (v0.1) freezing the formalization of the Honesty Harness: an operating protocol that enables a domain expert without programming knowledge to direct empirical research executed by AI agents, under explicit safeguards against researcher self-deception — verifiable pre-registration with cryptographic timestamping, bias controls as versioned artifacts, multi-level validation, adversarial multi-agent audit, full traceability, complete open publication, and bounded scope. First complete demonstration: a pre-registered, adversarially audited study of retail algorithmic trading (DOI 10.5281/zenodo.21229492; OpenTimestamps, Bitcoin block 956,927). Full article in preparation. Bilingual document (English/Spanish). Documento de prioridad (v0.1) que congela la formalización del Arnés de Honestidad: un protocolo operativo que permite a un experto de dominio sin conocimientos de programación dirigir investigación empírica ejecutada por agentes de IA, con controles explícitos contra el autoengaño del investigador. Primera demostración completa: estudio pre-registrado y auditado sobre trading algorítmico minorista (DOI 10.5281/zenodo.21229492). Artículo completo en preparación. Documento bilingüe (inglés/español).
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Ricardo Castellanos Macias (2026) studied this question.