AP
Alex Pentland
cs.SIcs.CYphysics.soc-phcs.AIcs.LGcs.CRcs.CLcs.MAcs.HCstat.ML
On Valency
published · living versionsW_dm5xu66x·v1 · currentpublished
Memory-Aware Reward Modeling: Learning Human Preferences for LLM Memory Use
with Yijiang River Dong, Zexue He, Cheng Yu, Tiancheng Hu +7
1 version
W_pf26rsgq·v1published
Preprints & journals
270 papers in the corpus · 1980–2026Memory-Aware Reward Modeling: Learning Human Preferences for LLM Memory Use2610.31272v1 · Yijiang River Dong, Zexue He, Cheng Yu et al.2026 · 0 citationsarXivon Valency
Epi: Towards a Persistent, Self-Improving Agent for Autonomous Research2610.24944v1 · Yue Huang, Zhangchen Xu, Xiaonan Luo et al.2026 · 0 citationsarXivon Valency
Analyzing 10 Petabit/s Network Data with Accelerated Associative (Token) Arrays2609.32978v1 · Jeremy Kepner, Hayden Jananthan, LaToya Anderson et al.2026 · 0 citationsarXiv
Reward Hacking Challenges Oversight of Autonomous Research Agents2609.28614v1 · Yue Huang, Zhangchen Xu, Yuchen Ma et al.2026 · 0 citationsarXiv
Bayesian Belief Layer for Controllable Opinion Dynamics in LLM Agents2609.21997v2 · Hafsa Akbar, Daniel Platnick, Marjan Alirezaie et al.2026 · 0 citationsarXiv
AI Should Facilitate Democratic Deliberation at Scale2609.20059v1 · Jos'e Ram'on Enr'iquez, Jiaxin Pei, Alex Pentland2026 · 0 citationsProceedings of the 43 rd International Conference on Machine Learning, Seoul, South Korea. PMLR 306, 2026
From crisis to new routine: shifts in urban shopping mobility and socioeconomic inequality during and after the COVID-19 shock.42812243 · Xu, Yilun, Bahrami, Mohsen, Pentland, Alex2026 · 1 citationFrontiers in big data. 2026;9:1776172
AISPA: User-Centric System Prompt Auditing for Large Language Model Applications2607.28617v2 · Xiangning Lin, Shenzhe Zhu, Shu Yang et al.2026 · 0 citationsarXiv
Humanly: A Configurable and Traceable Environment for Human-AI Collaborative Writing2607.21758v1 · Shenzhe Zhu, Haoqian Zhang, Xu Yang et al.2026 · 0 citationsarXiv
Interactive Task Alignment as a POMDP2607.16412v1 · Andy Dai, Zexue He, Zhenyu Zhang et al.2026 · 0 citationsarXiv
FLARE-AI: Flaw Reporting for AI2606.31567v1 · Shayne Longpre, Elaine Zhu, Carson Ezell et al.2026 · 0 citationsarXiv
Learning User Simulators with Turing Rewards2606.19336v2 · Yingshan Susan Wang, Cedegao E. Zhang, Linlu Qiu et al.2026 · 0 citationsarXiv
Agent Memory: Characterization and System Implications of Stateful Long-Horizon Workloads2606.06448v2 · Yasmine Omri, Ziyu Gan, Zachary Broveak et al.2026 · 0 citationsarXiv
AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks?2606.05080v1 · Zhangchen Xu, Junda Chen, Yue Huang et al.2026 · 0 citationsarXiv
Dr. DocBench: A Comprehensive Benchmark for Expert-Level and Difficult Document Parsing2606.01393v1 · Minglai Yang, Xinyan Velocity Yu, Pengyuan Li et al.2026 · 0 citationsarXiv
The Last Human-Written Paper: Agent-Native Research Artifacts2604.24658v3 · Jiachen Liu, Jiaxin Pei, Jintao Huang et al.2026 · 0 citationsarXiv
How Do AI Agents Spend Your Money? Analyzing and Predicting Token Consumption in Agentic Coding Tasks2604.22750v3 · Longju Bai, Zhemin Huang, Xingyao Wang et al.2026 · 3 citationsarXiv
Envisioning global urban development with satellite imagery and generative AI2603.26831v1 · Kailai Sun, Yuebing Liang, Mingyi He et al.2026 · 0 citationsarXiv
Multi-User Large Language Model Agents2604.08567v2 · Shu Yang, Shenzhe Zhu, Hao Zhu et al.2026 · 0 citationsarXiv
MemoryArena: Benchmarking Agent Memory in Interdependent Multi-Session Agentic Tasks2602.16313v2 · Zexue He, Yu Wang, Churan Zhi et al.2026 · 0 citationsarXiv
Generative AI collective behavior needs an interactionist paradigm2601.10567v1 · Laura Ferrarotti, Gian Maria Campedelli, Roberto Dessi et al.2026 · 1 citationarXiv
Permission Manifests for Web Agents2601.02371v2 · Samuele Marro, Alan Chan, Xinxing Ren et al.2025 · 0 citationsarXiv
Evaluating Amazon effects and the limited impact of COVID-19 with purchases crowdsourced from US consumers.41202084 · Berke, Alex, Calacci, Dana, Pentland, Alex et al.2025 · 1 citationPloS one. 2025;20(11):e0336571
Advancing AI Challenges for the United States Department of the Air Force2511.00267v1 · Christian Prothmann, Vijay Gadepally, Jeremy Kepner et al.2025 · 1 citationarXiv
Identity Management for Agentic AI: The new frontier of authorization, authentication, and security for an AI agent world2510.25819v1 · Tobin South, Subramanya Nagabhushanaradhya, Ayesha Dissanayaka et al.2025 · 0 citationsOpenID Foundation Whitepaper, 2025
ReCAP: Recursive Context-Aware Reasoning and Planning for Large Language Model Agents2510.23822v1 · Zhenyu Zhang, Tianyi Chen, Weiran Xu et al.2025 · 0 citations39th Conference on Neural Information Processing Systems (NeurIPS 2025)
Temporal fingerprints for identity matching across fully encrypted domains.41145468 · Somin, Shahar, Erhardt, Keeley, Cohen, Tom et al.2026 · 0 citationsNature communications. 2025;16(1):9488
ATLAS: Adaptive Transfer Scaling Laws for Multilingual Pretraining, Finetuning, and Decoding the Curse of Multilinguality2510.22037v2 · Shayne Longpre, Sneha Kudugunta, Niklas Muennighoff et al.2025 · 1 citationarXiv
Can AI Truly Represent Your Voice in Deliberations? A Comprehensive Study of Large-Scale Opinion Aggregation with LLMs2510.05154v5 · Shenzhe Zhu, Shu Yang, Michiel A. Bakker et al.2025 · 1 citationarXiv
ID-RAG: Identity Retrieval-Augmented Generation for Long-Horizon Persona Coherence in Generative Agents2509.25299v1 · Daniel Platnick, Mohamed E. Bengueddache, Marjan Alirezaie et al.2025 · 0 citationsarXiv
GraphBLAS Mathematical Opportunities: Parallel Hypersparse, Matrix Based Graph Streaming, and Complex-Index Matrices2509.18984v1 · Hayden Jananthan, Jeremy Kepner, Michael Jones et al.2025 · 1 citationarXiv
DBOS Network Sensing: A Web Services Approach to Collaborative Awareness2509.09898v1 · Sophia Lockton, Jeremy Kepner, Michael Stonebraker et al.2025 · 0 citationsarXiv
Accelerating AI Development with Cyber Arenas2509.08200v1 · William Cashman, Chasen Milner, Michael Houle et al.2025 · 0 citationsarXiv
Cyber Orbits of Large Scale Network Traffic2508.16847v1 · Jeremy Kepner, Hayden Jananthan, Chasen Milner et al.2025 · 0 citationsarXiv
Crypto-asset trading on top of Ethereum Blockchain comprehensive dataset.40796915 · Somin, Shahar, Altshuler, Yaniv, Pentland, Alex2026 · 3 citationsScientific data. 2025;12(1):1407
When Influence Misleads: Informational and Strategic Limits of Social Learning in Trading Networks2507.01817v2 · Bijin Joseph, Christoph Riedl, Alex Pentland et al.2025 · 0 citationsarXiv
Evaluating the capacity of large language models to interpret emotions in images.40460088 · Alrasheed, Hend, Alghihab, Adwa, Pentland, Alex et al.2025 · 4 citationsPloS one. 2025;20(6):e0324127
The Automated but Risky Game: Modeling and Benchmarking Agent-to-Agent Negotiations and Transactions in Consumer Markets2506.00073v4 · Shenzhe Zhu, Jiao Sun, Yi Nian et al.2025 · 0 citationsarXiv
Amplifying Human Creativity and Problem Solving with AI Through Generative Collective Intelligence2505.19167v2 · Thomas P. Kehler, Scott E. Page, Alex Pentland et al.2025 · 2 citationsarXiv
Echoes of the hidden: Uncovering coordination beyond network structure2504.02757v1 · Shahar Somin, Tom Cohen, Jeremy Kepner et al.2025 · 0 citationsarXiv
Community-centric modeling of citation dynamics explains collective citation patterns in science, law, and patents2501.15552v2 · Sadamori Kojaku, Robert Mahari, Sandro Claudio Lera et al.2025 · 1 citationarXiv
Authenticated Delegation and Authorized AI Agents2501.09674v1 · Tobin South, Samuele Marro, Thomas Hardjono et al.2025 · 1 citationarXiv
Behaviour-based dependency networks between places shape urban economic resilience.39715878 · Yabe, Takahiro, García Bulle Bueno, Bernardo, Frank, Morgan R et al.2025 · 40 citationsNature human behaviour. 2025;9(3):496-506
Bridging the Data Provenance Gap Across Text, Speech and Video2412.17847v2 · Shayne Longpre, Nikhil Singh, Manuel Cherep et al.2024 · 4 citationsarXiv
Megastudy testing 25 treatments to reduce antidemocratic attitudes and partisan animosity.39418366 · Voelkel, Jan G, Stagnaro, Michael N, Chu, James Y et al.2024 · 172 citationsScience (New York, N.Y.). 2024;386(6719):eadh4764
Toward building deliberative digital media: from subversion to consensus.39411091 · Pentland, Alex, Tsai, Lily2024 · 5 citationsPNAS nexus. 2024;3(10):pgae407
Anonymized Network Sensing Graph Challenge2409.08115v2 · Hayden Jananthan, Michael Jones, William Arcand et al.2024 · 8 citationsarXiv
Open Problems in Technical AI Governance2407.14981v2 · Anka Reuel, Ben Bucknall, Stephen Casper et al.2024 · 9 citationsTransactions on Machine Learning Research, 2025
Temporal fingerprints: Identity matching across fully encrypted domain2407.04350v1 · Shahar Somin, Keeley Erhardt, Alex 'Sandy' Pentland2024 · 0 citationsarXiv
Customer Behavioral Shifts as a Result of the COVID-19 Pandemic: Are They “Sticky”?jk7q9_v1 · Yilun Xu, Mohsen Bahrami, Alex "Sandy" Pentland2024 · 0 citationsSocArXiv
Career total: 1321 works. 270 are in this corpus.Showing the 50 most recent.
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