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Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies
Yankai Chen, Xinni Zhang, Yifei Zhang, Yangning Li, Henry Peng Zou, Chunyu Miao, Weizhi Zhang, Xue Liu, Philip S. Yu
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
Position: Graph Learning May Have Been Misled By Over-smoothing And Over-squashing
Niklas Kormann, Benjamin Doerr, Johannes F. Lutzeyer
- 23 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
What Are We Detecting, Really? LLM-Generated Text Detection Remains an Unsolved Problem
Mingmeng Geng, Thierry Poibeau
- 23 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Realizing LLMs’ Causal Potential Requires Science-Grounded, Novel Benchmarks
Ashutosh Srivastava, Lokesh Nagalapatti, Gautam Jajoo, Aniket Vashishtha, Parameswari Krishnamurthy, Amit Sharma
- 23 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Don’t call it privacy-preserving or human-centric pose estimation if you don’t measure privacy
Michele Baldassini, Francesco Pistolesi, Beatrice Lazzerini
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
Position: Require Frontier AI Labs To Release Small "Analog" Models
Shriyash Kaustubh Upadhyay, Philip Quirke, Narmeen Fatimah Oozeer, Chaithanya Bandi
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
Neither Valid nor Reliable? Investigating the Use of LLMs as Judges
Khaoula Chehbouni, Mohammed Haddou, Jackie CK Cheung, Golnoosh Farnadi
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
The Task-Based Methodology of Strong AI: Integrating LLMs, Logic Reasoning, and Multi-Blockchain Architectures
Andrey Nechesov
- 23 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Inference-Based Privacy Violations Demand Immediate Recognition as a Distinct AI Safety Priority
Ronald H Davies, Rajiv Ramnath
- 23 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Modeling Beyond MOS: Quality Assessment Models Must Integrate Context, Reasoning, and Multimodality
Mohamed Amine KERKOURI, Marouane Tliba, Aladine Chetouani, Nour Aburaed, Alessandro Bruno
- 23 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
The Road to Generalizable Neuro-Symbolic Learning Should be Paved with Foundation Models
Adam Stein, Aaditya Naik, Neelay Velingker, Mayur Naik, Eric Wong
- 23 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Position: Towards Bidirectional Human-AI Alignment
Hua Shen, Tiffany Knearem, Reshmi Ghosh, Kenan Alkiek, Kundan Krishna, Yachuan Liu, Savvas Petridis, Yi-Hao Peng, Li Qiwei, Chenglei Si, Yutong Xie, Jeffrey P. Bigham, Frank Bentley, Joyce Chai, Zachary Chase Lipton, Qiaozhu Mei, Michael Terry, Diyi Yang, Meredith Ringel Morris, Paul Resnick et al. (1 additional authors not shown)
A Call for LLMs Agents as Programmable Subjects
Gaurav Koley
- 23 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Emerging Risks from Embodied AI Require Urgent Policy Action
Jared Perlo, Alexander Robey, Fazl Barez, Jakob Mökander
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
LLM Agent Communication Protocol (LACP) Requires Urgent Standardization: A Telecom-Inspired Protocol is Necessary
Xin Li, Mengbing Liu, Chau Yuen
- 23 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Simulating Society Requires Simulating Thought
Chance Jiajie Li, Jiayi Wu, Zhenze Mo, Ao Qu, Yuhan Tang, Kaiya Ivy Zhao, Yulu Gan, Jie Fan, Jiangbo Yu, Jinhua Zhao, Paul Pu Liang, Luis Alberto Alonso Pastor, Kent Larson
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
Use Sparse Autoencoders to Discover Unknown Concepts, Not to Act on Known Concepts
Kenny Peng, Rajiv Movva, Jon Kleinberg, Emma Pierson, Nikhil Garg
- 23 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Statistically Valid Post-Deployment Monitoring Should Be Standard for AI-Based Digital Health
Pavel Dolin, Weizhi Li, Gautam Dasarathy, Visar Berisha
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
A Sustainable AI Economy Needs Data Deals That Work for Generators
Ruoxi Jia, Luis Oala, Wenjie Xiong, Suqin Ge, Jiachen T. Wang, Feiyang Kang, Dawn Song
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
Position: Toward a Theory of Agents as Tool-Use Decision-Makers
Hongru WANG, Cheng Qian, Manling Li, Jiahao Qiu, Boyang XUE, Mengdi Wang, Heng Ji, Kam-Fai Wong
- 23 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Rigor in AI: Doing Rigorous AI Work Requires a Broader, Responsible AI-Informed Conception of Rigor
Alexandra Olteanu, Su Lin Blodgett, Agathe Balayn, Angelina Wang, Fernando Diaz, Flavio Calmon, Margaret Mitchell, Michael Ekstrand, Reuben Binns, Solon Barocas
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
Causality can systematically address the monsters under the bench(marks)
Felix Leeb, Zhijing Jin, Bernhard Schölkopf
- 23 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Comparison requires valid measurement: Rethinking attack success rate comparisons in AI red teaming
Alexandra Chouldechova, A. Feder Cooper, Solon Barocas, Abhinav Palia, Dan Vann, Hanna Wallach
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
Stop the Nonconsensual Use of Nude Images in Research
Princessa Cintaqia, Arshia Arya, Elissa M Redmiles, Deepak Kumar, Allison McDonald, Lucy Qin
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track Oral
- Readers: Everyone
Position: Olfaction Standardization is Essential for the Advancement of Embodied Artificial Intelligence
Kordel France, Rohith Peddi, Nik Dennler, Ovidiu Daescu
- 23 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone

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Published: 26 Sept 2025, Last Modified: 29 Oct 2025
NeurIPS 2025 Position Paper Track
Readers: Everyone