… 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 … Open, well-curated datasets would enable objective benchmarking of models, bias detection, and cross-species validation of behavioral metrics. Community …