NeurIPS 2025 Position Paper Track Submissions

Recommendations for AI in Gulf Digital Humanities
Fresquet Xavier, David Joseph Wrisley, Proscovia Svärd, Nicolas CATELAN, Sabrina Moura
- 21 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Federated Learning is Needed to Overcome Key Challenges Arising from the European Union AI Act
Herbert Woisetschläger, Alexander Erben, Bill Marino, Shiqiang Wang, Nicholas D. Lane, Ruben Mayer, Hans Arno Jacobsen
- 20 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Text Embeddings Should Capture Implicit Semantics, Not Just Surface Meaning
Yiqun Sun, Qiang Huang, Anthony Kum Hoe Tung, Jun Yu
- 20 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Transformers Have the Potential to Achieve AGI
Qian Li, Ziniu Li, Tian Ding, Ruoyu Sun
- 20 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Position: Benchmarking is Broken - Don't Let AI be Its Own Judge
Zerui Cheng, Stella Wohnig, Ruchika Gupta, Samiul Alam, Tassallah Abdullahi, João Alves Ribeiro, Christian Nielsen-Garcia, Saif Mir, Siran Li, Jason Orender, Seyed Ali Bahrainian, Daniel Kirste, Aaron Gokaslan, Carsten Eickhoff, Ruben Wolff
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
OpenReview Should be Protected and Leveraged as a Community Asset for Research in the Era of LLMs
Hao Sun, Yunyi Shen, Mihaela van der Schaar
- 18 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
AI Agents Should be Regulated Based on the Extent of Their Autonomous Operations
Takayuki Osogami
- 16 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Embracing Evolution: A Call for Body-Control Co-Design in Embodied Humanoid Robot
Guiliang Liu, Bo Yue, Yi Jin Kim, Kui Jia
- 15 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Spiral Evolution of Visual World Model: Reclaiming Autoregression from the Diffusion Era
Wei Yu, Runjia Qian, Songheng Yin, Animesh Garg
- 15 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Vision encoders should be image size agnostic and task driven
Nedyalko Prisadnikov, Danda Pani Paudel, Yuqian Fu, Luc Van Gool
- 14 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Embracing Contradiction: Theoretical Inconsistency Will Not Impede the Road of Building Responsible AI Systems
Gordon Dai, Yunze Xiao
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
Mechanistic Interpretability Needs Philosophy
Iwan Williams, Ninell Oldenburg, Ruchira Dhar, Joshua Hatherley, Constanza Fierro, Nina Rajcic, Sandrine R. Schiller, Filippos Stamatiou, Anders Søgaard
- 13 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Position: Why is plausibility surprisingly problematic as an XAI criterion?
Weina Jin, Xiaoxiao Li, Ghassan Hamarneh
- 13 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Evaluating Human–LLM Alignment Requires Transparent and Adaptable Statistical Guarantees
Gaojie Jin, Yicheng Lin, Shuaitong Liu, Yan Du, Tianjin Huang, Lijie Hu, Di Wang, Xiaowei Huang
- 12 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
AI needs Biospheric Ethics
Marcin Korecki
- 12 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
We Should Chart an Atlas of All the World's Models
Eliahu Horwitz, Nitzan Kurer, Jonathan Kahana, Liel Amar, Yedid Hoshen
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
Position: AI Should Sense Better, Not Just Scale Bigger: Adaptive Sensing as a Paradigm Shift
Eunsu Baek, Keondo Park, Jeonggil Ko, Min-hwan Oh, Taesik Gong, Hyung-Sin Kim
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
LLM Agents Should Employ Security Principles
Kaiyuan Zhang, Zian Su, Pin-Yu Chen, Elisa Bertino, Xiangyu Zhang, Ninghui Li
- 12 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Position: Out of Control - Why Alignment Needs Formal Control Theory
Elija Perrier
- 12 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
LLM Generated Persona is a Promise with a Catch
Ang Li, Haozhe Chen, Hongseok Namkoong, Tianyi Peng
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
The Pillars of Skill-Acquisition and Generalization; Why efficient General Intelligence requires Multi-Component Integration
Felix Steinbauer, Bardh Prenkaj, Efstratios Zaradoukas, Mrigyen Sawant, Florian Kofler, Gjergji Kasneci
- 11 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Beyond Equilibrium: Non‑Equilibrium Foundations Should Underpin Generative Processes in Complex Systems
Jiazhen Liu, Ruikun Li, Huandong Wang, Zihan Yu, Chang Liu, Jingtao Ding, Yong Li
- 11 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Foundation Models for Scientific Discovery: From Paradigm Enhancement to Paradigm Transition
Fan Liu, Jindong Han, Tengfei Lyu, Weijia Zhang, Zhe-Rui Yang, Lu Dai, Cancheng Liu, Hao Liu
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
Goal-Directedness is in the Eye of the Beholder
Nina Rajcic, Anders Søgaard
- 11 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Large Language Models Miss the Multi-agent Mark
Emanuele La Malfa, Gabriele La Malfa, Samuele Marro, Jie M. Zhang, Elizabeth Black, Michael Luck, Philip Torr, Michael J. Wooldridge
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone