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cs.LG2026
Agent JIT Compilation for Latency-Optimizing Web Agent Planning and Scheduling
Caleb Winston, Ron Yifeng Wang, Azalia Mirhoseini +1
Computer-use agents (CUAs) automate tasks specified with natural language such as "order the cheapest item from Taco Bell" by generating sequences of calls to tools such as click,…
cs.LG2025
CudaForge: An Agent Framework with Hardware Feedback for CUDA Kernel Optimization
Zijian Zhang, Rong Wang, Shiyang Li +3
Developing efficient CUDA kernels is increasingly critical for AI applications such as large-scale LLM training. However, manual kernel design is both costly and time-consuming, mo…