🔥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

Thank you, François, Mike, & team, for the ARC challenge. It has been a durable source of inspiration, and brings fresh ideas to AI. The paper award first authors are Keya Hu (applying to PhDs Keya Hu) and Wen-Ding Li (at NeurIPS hunting for industry gigs Wen-Ding Li @ ICLR'25).

If you're interested in a PhD at the intersection of machine learning and programming languages, consider Yale CS! We're exploring new ways to build software that draws inferences & makes predictions. See alexlew.net & apply at gsas.yale.edu/admissions/ by Dec. 15 😃

Are code agents good at software design, ie building general and reusable code? We present Librarian, a new refactoring method, and MiniCode, a verifiable refactoring benchmark that requires agents to design libraries that jointly minimizes code from multiple repos 🧵