Everything on Data Transparency

The system provides a transparent audit trail of agent decision-making, including hypothesis formation and budget allocation. This allows for the identification of specific failure modes in scientific reasoning.

Impact: Enables continuous improvement of AI agents by providing detailed feedback on their scientific logic and strategic choices.

— from LeashBio AI Agents Optimize Drug Discovery · Latent Space: The AI Engineer Podcast· Oct 26, 2026