TerraIncognita: A Dynamic Benchmark for Species Discovery Using Frontier Models. - Shivani Chiranjeevi; Hossein Zaremehrjerdi; Zi K. Deng; Talukder Z. Jubery; Ari Grele; Arti Singh; Asheesh Kumar Singh; Soumik Sarkar; Nirav C. Merchant; Harold F. Greeney; Baskar Ganapathysubramanian; Chinmay Hegde (CoRR, 2025)