FIELD NOTES TOPIC
research methodology
3 notes, newest first.
Tree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution
The paper introduces Tree-of-Ideas (ToI), a framework to help with research ideation by tracking and analyzing how research problems and solutions evolve across different scholarly trajectories. ToI outperforms…
Agentic Auto-Research is Fuzz Testing
The authors argue that current methods for autonomous research agents are inefficient due to the slow validation process of generated experiments. They propose to adapt fuzzer techniques, which use feedback from…
A Technical Typology of AI Systems in Public Administration
The paper argues that research on AI in public administration should be more precise about different types of AI systems. The authors present a typology of five categories of AI systems, evaluate the precision of…
