I work on LLM agents and causal reasoning. Right now I’m writing my MSc thesis on counterfactual reasoning in LLMs, supervised by Jialin Yu, Philip Torr and Yarin Gal. I co-first-authored Plan2Map, a multimodal benchmark for reconstructing geospatial boundaries from planning documents (under review at EMNLP 2026), where I designed and built the tool-augmented agentic system called GeoPlanAgent. I also helped build the 3.0 release of TransformerLens, the mechanistic interpretability library, on a Manifund grant. Before Oxford, I studied computer science at the Technical University of Munich with a minor in medicine.
fabiandegen
I work on LLM agents and causal reasoning. Right now I’m writing my MSc thesis on counterfactual reasoning in LLMs, supervised by Jialin Yu, Philip Torr and Yarin Gal. I co-first-authored Plan2Map, a multimodal benchmark for reconstructing geospatial boundaries from planning documents (under review at EMNLP 2026), where I designed and built the tool-augmented agentic system called GeoPlanAgent. I also helped build the 3.0 release of TransformerLens, the mechanistic interpretability library, on a Manifund grant. Before Oxford, I studied computer science at the Technical University of Munich with a minor in medicine.