Georgia Channing's picture

Georgia Channing

cgeorgiaw

·

AI & ML interests

science!

Recent Activity

upvoted an article about 20 hours ago

AI for Food Allergies

reacted to evijit's post with 🔥 about 21 hours ago

AI for Scientific Discovery Won't Work Without Fixing How We Collaborate. My co-author @cgeorgiaw and I just published a paper challenging a core assumption: that the main barriers to AI in science are technical. They're not. They're social. Key findings: 🚨 The "AI Scientist" myth delays progress: Waiting for AGI devalues human expertise and obscures science's real purpose: cultivating understanding, not just outputs. 📊 Wrong incentives: Datasets have 100x longer impact than models, yet data curation is undervalued. ⚠️ Broken collaboration: Domain scientists want understanding. ML researchers optimize performance. Without shared language, projects fail. 🔍 Fragmentation costs years: Harmonizing just 9 cancer files took 329 hours. Why this matters: Upstream bottlenecks like efficient PDE solvers could accelerate discovery across multiple sciences. CASP mobilized a community around protein structure, enabling AlphaFold. We need this for dozens of challenges. Thus, we're launching Hugging Science! A global community addressing these barriers through collaborative challenges, open toolkits, education, and community-owned infrastructure. Please find all the links below! Paper: https://huggingface.co/papers/2509.06580 Join: https://huggingface.co/hugging-science Discord: https://discord.com/invite/VYkdEVjJ5J

liked a Space 1 day ago

hugging-science/awesome-food-allergy-datasets-viewer

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Organizations

cgeorgiaw 's datasets 6

cgeorgiaw/WyFormer-Symmetric-Crystals

Preview • Updated Aug 6 • 25 • 1

cgeorgiaw/arcticDEM-32m

Viewer • Updated Jul 21 • 1k • 687 • 2

cgeorgiaw/2d-photonic-topology

Updated May 27 • 726 • 1

cgeorgiaw/animal-sounds

Viewer • Updated May 27 • 18.1k • 2.54k • 8

cgeorgiaw/sib-cl

Updated May 22 • 42 • 1

cgeorgiaw/merfish

Updated May 20 • 93