The knowledge base of DEREK is continually updated by toxicologists and experts in the field to incorporate new scientific findings and toxicological data. Updates may include the addition of new structural alerts, refinement of existing rules, and expansion of the database to enhance the systemâs predictive capabilities. Users typically receive updates through software updates provided by Lhasa Limited.