Haowei Lin
2 papers · Latest:
Artificial Intelligence
Can Current Agents Close the Discovery-to-Application Gap? A Case Study in Minecraft
SciCrafter, a Minecraft benchmark, reveals current AI struggles with discovery-to-application, plateauing at 26% success and highlighting a shift in bottlenecks.
2604.24697
Machine LearningSpend Less, Fit Better: Budget-Efficient Scaling Law Fitting via Active Experiment Selection
This paper introduces a budget-efficient method for fitting scaling laws by actively selecting experiments, significantly reducing costs.
2604.22753
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