Need or Reputation? Region, National Income, and Academic Status in LLM Gatekeeping Decisions
cs.CY, cs.AI
Submitted: 2026-06-27
Updated: 2026-10-10
Terminology
Sources
- Causal evidence of racial and institutional biases in accessing paywalled articles and scientific data
- Estimating global article processing charges paid to six publishers for open access between 2019 and 2023
- Can AI Solve the Peer Review Crisis? A Large Scale Cross Model Experiment of LLMs' Performance and Biases in Evaluating over 1000 Economics Papers
- Prestige over merit: An adapted audit of LLM bias in peer review
- Justice in Judgment: Unveiling (Hidden) Bias in LLM-assisted Peer Reviews
- Are Large Language Models Strategic Decision Makers? A Study of Performance and Bias in Two-Player Non-Zero-Sum Games
- Moral Mazes in the Era of LLMs
- Your Mailbox Is Mine: Prompt Injection Attacks Against Real-World LLM Email Agents
- Ethical and social risks of harm from Language Models
- Do Prevalent Bias Metrics Capture Allocational Harms from LLMs?
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
- Bring Your Own Prompts: Use-Case-Specific Bias and Fairness Evaluation for LLMs
- GPT-4o System Card
- The Llama 3 Herd of Models
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