We submitted a paper on culture and overwork in Switzerland to the Journal for AI Generated Papers, written almost entirely with Claude and Gemini. This post explains what JAIGP is, how we used AI throughout the research process, and what we learned.
User-generated location data is messy — neighborhoods, ambiguous city names, and foreign cities all need handling. This post describes a pipeline that maps these inputs to official NUTS 3 regions using aggressive normalization and hierarchical lookups.
Matching user-generated company names to official registries is harder than it looks. This post walks through a multi-stage pipeline that layers exact matching, fuzzy matching, full-text search, and LLM verification to achieve high-accuracy results.
We review evidence on gender differences in legislative cooperation and find that past bipartisan behavior by women was driven by ideological proximity, not gender. As Republican women have become more aligned with their male colleagues, this gap has narrowed.
The EU's focus on criminal law for environmental enforcement has drawbacks. We argue that harmonizing administrative law across Member States, drawing on the US experience of 'in-kind' penalties, could improve compliance.