🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

Excited to share our latest work BC-Design - a new framework for highly accurate inverse protein folding that achieves unprecedented 88.37% sequence recovery rate (previous SOTA achieved 67%)! 🧬 To put this in perspective, the field's progress on CATH 4.2 benchmark:

Reasoning models lack atomic thought ⚛️ Unlike humans using independent units, they store full histories🤔 Introducing Atom of Thoughts (AOT): lifts gpt-4o-mini to 80.6% F1 on HotpotQA, surpassing o3-mini and DeepSeek-R1 ! The best part? It's plugs in for ANY framework 🔌 1/5

20 Months: 0 → 7 papers (2 ICLR orals) & 40+ institution collabs. With a clear vision, we're building the open-source foundation for tomorrow's agents. We also release MGX (mgx.dev) and commit to open-source its core soon. Check threads for what we've built! 1/8

No fortress, purely open ground. Manus 👋. We open-sourced its core feature in 2 hours after dinner. Check it out 👇: github.com/mannaandpoem/O… 1/4

🧵1/ ✨New preprint ✨ LLMs are getting better at answering medical questions. However, they still struggle to spot and fix errors in their own reasoning. That’s a big problem in medicine, where stakes are high and mistakes at any step could be critical. To address this issue,

AbRank: A Benchmark Dataset and Metric-Learning Framework for Antibody–Antigen Affinity Ranking １．AbRank introduces a large-scale benchmark for antibody–antigen (Ab–Ag) affinity prediction, reframing the task as pairwise ranking rather than regression. This design improves