… Accessible, Interoperable, and Reusable. Licensing: open (Apache-2.0 for code, CC-BY-4.0 for data) to enable global use and extension. Depositories: link to … Open, well-curated datasets would enable objective benchmarking of models, bias detection, and cross-species validation of behavioral metrics. Community … for human video recordings, requiring federated and on-device analysis strategies. Bias mitigation , ensuring algorithmic performance across diverse populations and …