Christopher Summerfield

1. AI systems out-persuade expert humans
   2026/06/15 by Kobi Hackenburg, Caroline Wagner, Luke Hewitt +5 · 15 voices · 1 citation
   #cs.CY #cs.AI
2. Lessons from a Chimp: AI "Scheming" and the Quest for Ape Language
   2025/07/04 by Christopher Summerfield, Summerfield, Christopher, Lennart Luettgau +21 · 12 voices · 5 citations
   #cs.AI
3. How malicious AI swarms can threaten democracy
   2025/05/18 by Daniel Thilo Schroeder, Meeyoung Cha, Schroeder, Daniel Thilo +46 · 10 voices · 11 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Network Security and Intrusion Detection
4. Technological folie à deux: Feedback Loops Between AI Chatbots and Mental Illness
   2025/07/25 by Sebastian Dohnány, Dohnány, Sebastian, Zeb Kurth‐Nelson +17 · 8 voices · 10 citations
   Computer Science · Psychology · #AI in Service Interactions #Digital Mental Health Interventions #Mental Health via Writing #cs.AI #cs.HC #q-bio.NC
5. Fine-tuning language models to find agreement among humans with diverse preferences
   2022/11/28 by Michiel A. Bakker, Martin J. Chadwick, Bakker, Michiel A. +19 · 21 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
6. AI can help humans find common ground in democratic deliberation
   2024/10/17 by Michael Henry Tessler, Michiel A. Bakker, Daniel Jarrett +9 · 3 voices · 16 citations
   Neuroscience · Social Sciences · #Ethics and Social Impacts of AI #Misinformation and Its Impacts #Psychology of Moral and Emotional Judgment
7. Neural Mechanisms of Hierarchical Planning in a Virtual Subway Network
   2016/05/01 by Jan Balaguer, Hugo J. Spiers, Demis Hassabis +1 · 1 voice · 2 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Cognitive Computing and Networks #Cognitive Science and Mapping
8. The Levers of Political Persuasion with Conversational AI
   2025/07/18 by Kobi Hackenburg, Hackenburg, Kobi, Ben M. Tappin +17 · 11 voices · 8 citations
   #cs.CL #cs.AI #cs.CY #cs.HC
9. Measuring what Matters: Construct Validity in Large Language Model Benchmarks
   2025/11/03 by Andrew M. Bean, Bean, Andrew M., Kearns, Ryan Othniel +78 · 10 citations
   Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling
10. Reward Model Interpretability via Optimal and Pessimal Tokens
    2025/06/08 by Brian Christian, Christian, Brian, Hannah Rose Kirk +7 · 4 voices · 3 citations
    #cs.CL #cs.AI #cs.CY #cs.LG
11. Zero-shot counting with a dual-stream neural network model
    2024/05/16 by Jessica A. F. Thompson, Hannah Sheahan, Thompson, Jessica A. F. +9 · 3 citations
    Environmental Science · Computer Science · Mathematics · #Air Quality Monitoring and Forecasting #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference
12. Continual task learning in natural and artificial agents
    2022/10/10 by Timo Flesch, Andrew Saxe, Flesch, Timo +3 · 2 citations
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
13. HiBayES: A Hierarchical Bayesian Modeling Framework for AI Evaluation Statistics
    2025/05/08 by Lennart Luettgau, Luettgau, Lennart, Harry Coppock +7 · 7 citations
    Computer Science · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
14. Conversational AI increases political knowledge as effectively as self-directed internet search
    2025/09/05 by Lennart Luettgau, Luettgau, Lennart, Hannah Rose Kirk +17 · 4 voices · 5 citations
    Social Sciences · #Social Media and Politics
15. Building Machines that Learn and Think for Themselves: Commentary on Lake et al., Behavioral and Brain Sciences, 2017
    2017/11/22 by Matthew Botvinick, Botvinick, M., David G. T. Barrett +35 · 2 citations
    Computer Science · #Reinforcement Learning in Robotics #Explainable Artificial Intelligence (XAI) #AI-based Problem Solving and Planning
16. The Good Shepherd: An Oracle Agent for Mechanism Design
    2022/02/21 by Jan Balaguer, Raphaël Koster, Balaguer, Jan +5 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Complex Systems and Time Series Analysis #Crime, Illicit Activities, and Governance #FOS: Computer and information sciences #FOS: Economics and business #General Economics (econ.GN) #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
17. Increasing happiness through conversations with artificial intelligence
    2025/04/02 by Joseph Heffner, Chongyu Qin, Heffner, Joseph +13 · 3 voices · 1 citation
    Psychology · #Resilience and Mental Health
18. Ask don't tell: Reducing sycophancy in large language models
    2026/02/27 by Magda Dubois, Cozmin Ududec, Christopher Summerfield +1 · 2 voices · 1 citation
    Computer Science · #cs.AI #cs.HC
19. The levers of political persuasion with conversational artificial intelligence
    2025/12/04 by Kobi Hackenburg, Ben M Tappin, Luke Hewitt +7 · 2 voices · 2 citations
    Social Sciences · Neuroscience · Computer Science · #Misinformation and Its Impacts #Psychology of Moral and Emotional Judgment #AI in Service Interactions
20. Paper Quality Assessment based on Individual Wisdom Metrics from Open Peer Review
    2025/01/22 by Andrii Zahorodnii, Jasper J.F. van den Bosch, Jasper J. F. van den Bosch +8 · 1 voice · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Educational Technology and Assessment #Expert finding and Q&A systems #FOS: Computer and information sciences #Social and Information Networks (cs.SI) #cs.AI #cs.GT #cs.SI
21. People readily follow personal advice from AI but it does not improve their well-being
    2025/11/19 by Lennart Luettgau, Luettgau, Lennart, Vanessa Cheung +19 · 4 voices · 2 citations
    Medicine · Psychology · #Artificial Intelligence in Healthcare and Education #Digital Mental Health Interventions #Mental Health via Writing #cs.HC
22. Are task representations gated in macaque prefrontal cortex?
    2023/06/29 by Timo Flesch, Valerio Mante, Flesch, Timo +9 · 1 citation
    Neuroscience · Psychology · #Neural and Behavioral Psychology Studies #Child and Animal Learning Development #Memory and Neural Mechanisms