Research
This page highlights research conducted by Future Impact Group Fellows under the supervision of our Project Leads
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Non-Great-Power Conflict and AI Risk
Authors: Kristina Kempkey, Seán Boddy, Catherine Ge-Wang
Fellows: Kristina Kempkey, Seán Boddy, Catherine Ge-Wang
Trapped Workers: A Network Analysis of Worker Mobility in the AI Economy
Authors: Daniel Plaisance, Melissa Pumphrey, Aleister Montfort Ibieta, Liat Krawczyk
Fellows: Daniel Plaisance, Melissa Pumphrey, Aleister Montfort Ibieta
Trapped Workers: Who AI Leaves Behind
Authors: Daniel Plaisance, Melissa Pumphrey, Aleister Montfort Ibieta, Liat Krawczyk
Fellows: Daniel Plaisance, Melissa Pumphrey, Aleister Montfort Ibieta
Incoherent Values? Probing LLM Preferences Through Parametric Variation
Authors: Elena Ajayi, Angelica Chowdhury, Seth Lazar
Fellows: Elena Ajayi, Angelica Chowdhury
Towards Shutdownable Agents: Generalizing Stochastic Choice in RL Agents and LLMs
Mapping Tax Risks From Labour-Displacing AI
Authors: Trish Ieong, Akbar Saputra, Anuja Maniar, Deric Cheng
Fellows: Trish Ieong, Akbar Saputra, Anuja Maniar
Spurious Correlation Learning in Preference Optimization: Mechanisms, Consequences, and Mitigation via Tie Training
Authors: Christian Moya, Alex Semendinger, Guang Lin, Elliott Thornley
Fellows: Christian Moya, Alex Semendinger
Agentic Inequality
Authors: Matthew Sharp, Omer Bilgin, Iason Gabriel, Lewis Hammond
Fellows: Matthew Sharp, Omer Bilgin
Open Problems in Frontier AI Risk Management
Authors: Marta Ziosi, Miro Plueckebaum, Stephen Casper, Henry Papadatos, Ze Shen Chin, Peter Slattery, James Gealy, Tim G. J. Rudner, Brian Tse, Ariel Gil, Patricia Paskov, Maximilian Negele, Rokas Gipiškis, Nada Madkour, Vera Lummis, Rupal Jain, Luise Eder, Kristina Fort, Malou C. van Draanen Glismann, Inès Belhadj, Amin Oueslati, Anna K. Wisakanto, Richard Mallah, Koen Holtman, Ranj Zuhdi, Daniel S. Schiff, Jessica Newman, Malcolm Murray, Robert Trager
Fellows: Rupal Jain, Kristina Fort, Inès Belhadj
Financing the AI Triad: Compute, Data and Algorithms, a framework to build local ecosystems
Authors: Lucia Velasco, Sumaya Nur Adan, Robert Trager, Muhammad Salar Khan, James Fox, Rodolfo Corona, Fola Adeleke, Jake Okechukwu Effoduh, Luise Eder, Matthew Sharp, Daniela Muhaj, Katrina Kalcic
Fellows: Matthew Sharp
Long-term risks from ideological fanaticism
Authors: David Althaus, Jamie Harris, Vanessa Sarre, Clare Diane, Will Aldred
Fellows: Will Aldred
Beyond Mimicry: Preference Coherence in LLMs
Authors: Luhan Mikaelson, Derek Shiller, Hayley Clatterbuck
Fellows: Luhan Mikaelson
Survey on thresholds for advanced AI systems
Authors: Jonas Schuett, Eunseo Choi, Kasumi Sugimoto, Bosco Hung, Robert Trager, Karine Perset
Fellows: Bosco Hung
A timing problem for instrumental convergence
Authors: Rhys Southan, Helena Ward, Jen Semler
Fellows: Rhys Southan, Helena Ward, Jen Semler