Project update: Igor has published a comparison of blackbox methods for detection evaluation awareness and continues to pursue his research agenda on evaluation awareness. Jord is currently mentoring a project at Algoverse on evaluation awareness monitoring. Funding has been used for API costs in experiments mentioned above.