case studies
Detailed examinations of specific instances or applications of AI technologies that provide insights into their effectiveness, challenges, and real-world implications.
- AutoData: A Multi-Agent System for Open Web Data Collection
- Crucible: Quantifying the Potential of Control Algorithms through LLM Agents
- EnCompass: Enhancing Agent Programming with Search Over Program Execution Paths
- Learning to Rank for In-Context Example Retrieval
- Metritocracy: Representative Metrics for Lite Benchmarks
- The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization