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Christopher Summerfield

4 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1
  • last author1

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.CL1
  • cs.CY1
same name
  • Christopher Summerfield — 3 papers
  • Christopher Summerfield — 3 papers
  • Christopher Summerfield — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2025

Lessons from a Chimp: AI "Scheming" and the Quest for Ape Language

Christopher Summerfield, Lennart Luettgau, Magda Dubois +9

We examine recent research that asks whether current AI systems may be developing a capacity for "scheming" (covertly and strategically pursuing misaligned goals). We compare curre…

cs.AI2025

HiBayES: A Hierarchical Bayesian Modeling Framework for AI Evaluation Statistics

Lennart Luettgau, Harry Coppock, Magda Dubois +2

As Large Language Models (LLMs) and other AI systems evolve, robustly estimating their capabilities from inherently stochastic outputs while systematically quantifying uncertainty…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.