@datascienceweekly.bsky.social

I'd like to announce that at @openathena.ai, @jder.bsky.social and I helped @m2lines.bsky.social release Samudra 2. We scaled this neural ocean emulator to train on 16x the size of data in bytes on the same hardware budget. We can now skillfully predict 8 years of the ocean on a single GPU at a 1/4°

🌊 Samudra 2: A Fast, Cheap AI Ocean Model, Now at the Scale That Matters

M²LInES’ neural ocean emulator now runs multi-year simulations at eddy-permitting resolution on a single GPU, turning a supercomputer-scale…

medium.com

Context is king, especially in the age of AI, where everyone is connecting their agents to their data stack. But writing SQL was never the hard part. Making it accurate and trustworthy against your warehouse has always been.

Beyond the Semantic Layer: Building a Context Layer for the Agentic Era

A context layer puts your warehouse schema, joins, metric definitions, and business knowledge in one reviewable place so data agents query governed context instead of guessing field names. A look at h...

kaelio.com

data folk: what's your goto open source data viz tool? is it still basically superset or metabase? (i just wanna point it at some data and throw some charts and maybe a map together; deffo not going the "just vibe something" route :-P )