BioinformaticsbioRxivPreprint
The Reasoning Paradox in Scientific Sandboxes: Why Extended Reasoning Fails in Autonomous Bioinformatics and How to Fix It.
Redeemer Okekale Salami, Derek Amuna, Rachel A. Akorful…·Samuel M. Kumordzi
This paper identifies two failure modes in extended reasoning models within bioinformatics tasks and introduces DTDR to improve accuracy and reduce errors.
DOI 10.64898/2026.10.30.763189