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Jacob Merizian

6 papers hereh-index 3105 citations6 works total

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

author position
  • middle author5
  • last author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.AI4
  • cs.CR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedInterpreting Neural Networks through the Polytope Lens

5 citations · 6 across the 5 of their papers we have counts for

collaborators
Showing 2026Show all

3 papers · 1 filter

cs.CR2026

Red-Teaming Multi-Agent Attacks for Loss-of-Control Risks

John Kitaoka, Thao Amelia Pham, Carlos Rafael Giudice +1

AI agents are growing more capable and persistent, and are being deployed in ever larger numbers. As more start collaborating, AI control measures must remain effective when they c…

cs.AI2026

Propensity Inference: Environmental Contributors to LLM Behaviour

Olli Järviniemi, Oliver Makins, Jacob Merizian +2

Motivated by loss of control risks from misaligned AI systems, we develop and apply methods for measuring language models' propensity for unsanctioned behaviour. We contribute thre…

cs.AI2026

UK AISI Alignment Evaluation Case-Study

Alexandra Souly, Robert Kirk, Jacob Merizian +2

This technical report presents methods developed by the UK AI Security Institute for assessing whether advanced AI systems reliably follow intended goals. Specifically, we evaluate…

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