@InProceedings{braun2025beyond, 
	author = {Joschka Braun and Carsten Eickhoff and Seyed Ali Bahrainian}, 
	title = {Beyond Multiple Choice: Evaluating Steering Vectors for Adaptive Free-Form Summarization}, 
	booktitle = {ICML 2025 Workshop on Reliable and Responsible Foundation Models}, 
	year = {2025}, 
	eprint = {2505.24859}, 
}

@InProceedings{braun2025understanding, 
	author = {Joschka Braun and Carsten Eickhoff and David Krueger and Seyed Ali Bahrainian and Dmitrii Krasheninnikov}, 
	title = {Understanding (Un)Reliability of Steering Vectors in Language Models}, 
	booktitle = {ICLR 2025 Workshop on Foundation Models in the Wild}, 
	year = {2025}, 
	eprint = {2505.22637}, 
}

@InProceedings{Braun2022BSCTHESIS, 
	author = {Joschka Braun}, 
	title = {Verbal Epistemic Uncertainty Estimation for Numeric Values with GPT-3}, 
	booktitle = {BSc Thesis at Univesity of Tübingen}, 
	year = {2022}, 
}

@InProceedings{Braun_Steering_Blog_Post_2024, 
	author = {Joschka Braun and Dmitrii Krasheninnikov and Usman Anwar and Robert Kirk and Daniel Tan and David Krueger}, 
	title = {A Sober Look at Steering Vectors for LLMs}, 
	booktitle = {Blog post on the key challenges in controlling LLM behaviour with steering vectors. Published on The Alignment Forum.}, 
	year = {2024}, 
}

@InProceedings{Braun_Reweighting_Logits_2024, 
	author = {Joschka Braun and Bálint Mucsányi and Seyed Ali Bahrainian}, 
	title = {Logit Reweighting for Topic-Focused Summarization}, 
	booktitle = {Implemented a custom LogitsProcessor class to reweight logits of topic-relevant tokens during summary generation. Evaluated and compared different strategies on the NEWTS dataset.}, 
	year = {2024}, 
	eprint = {2507.05235}, 
}

@InProceedings{Braun_Exploration_Hacking_Blog_Post_2025, 
	author = {Joschka Braun and Damon Falck and Yeonwoo Jang}, 
	title = {Exploration hacking: can reasoning models subvert RL?}, 
	booktitle = {Exploration hacking, where models subvert their RL training by selectively under-exploring, could threaten both the development of beneficial capabilities and the effectiveness of safety training.}, 
	year = {2025}, 
}

@InProceedings{Braun_Anthropic_Hackathon_2025, 
	author = {Joschka Braun and Damon Falck and Yeonwoo Jang}, 
	title = {Anthropic Alignment Hackathon: Exploration Hacking}, 
	booktitle = {Participated in the June 2025 Anthropic Alignment Hackathon in San Francisco, co-developing an "Exploration Hacking" prototype over two days alongside Damon Falck and Yeonwoo Jang.}, 
	year = {2025}, 
}

@InProceedings{rein2025hcasthumancalibratedautonomysoftware, 
	author = {David Rein al.}, 
	title = {HCAST: Human-Calibrated Autonomy Software Tasks}, 
	booktitle = {Acknowledged Contributor to HCAST benchmark: Contributed task feedback and set human performance baselines for ML Engineering tasks.}, 
	year = {2025}, 
	eprint = {2503.17354}, 
}