Conceptio › Archive › arXiv (OAI Expanded)
arXiv (OAI Expanded) open access

FairFund-Bench: Evaluating Distributive Bias in LLM Resource Allocation

Lukk, Martin
arXiv (OAI Expanded) · Papers
Open Source ↗Direct PDF ↓
computation-and-languagecomputers-and-societyi-2-7
Large language models (LLMs) are increasingly involved in the distribution of scarce resources, raising concerns about biased allocations based on characteristics like race and gender. Recent LLM audits have produced inconsistent results, however, finding evidence of both positive and negative discr
Conceptio Open Archive

Analyze & explore related research in Conceptio

Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.

This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗

Related documents

Record · ID 1070896
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive