Excited to share our new preprint: "Better Together: Evaluating the Complementarity of Earth Embedding Models"! Short summary in this thread! arxiv.org/abs/2605.18667

In our latest perspective article, we outline how ML can overcome 4 current obstacles for large-scale, high-resolution monitoring of protected areas. doi.org/10.1002/2688... Hope this stimulates the conversation and provides a pathway of how ML research can be applied for monitoring PAs at scale.

Happy to share the latest version of our work on compositional maps in hippocampus with Jo Warren, @jcrwhittington.bsky.social, @behrenstimb.bsky.social. We propose hippocampus constructs maps from cortical building blocks in replay – now with empirical support! www.nature.com/articles/s41... 1/9

A model of compositional state spaces in the #hippocampus shows latent learning and rapid generalisation, and predicts the emergence of place responses in replay – which is discovered empirically in an existing dataset 🧪🧠 www.nature.com/articles/s41...