emocratized
multimodal training, 2025.
URL https://arxiv.org/abs/2509.23661.
Arditi et al. (2024)
Andy Arditi, Oscar Obeso, Aaquib Syed, Daniel Paleka, Nina Panickssery, Wes
Gurnee, and Neel Nanda.
Refusal in language models is mediated by a single direction.
In Advances in Neural Information Processing Systems
(NeurIPS), pp. 136037–136083, 2024.
doi: 10.52202/079017-4322.
URL
https://proceedings.neurips.cc/paper_files/paper/2024/hash/f545448535dfde4f9786555403ab7c49-Abstract-Conference.html.
Austin et al. (2021)
Jacob Austin, Augustus Odena, Maxwell Nye, Maarten Bosma, Henryk Michalewski,
David Dohan, Ellen Jiang, Carrie Cai, Michael Terry, Quoc Le, and Charles
Sutton.
Program synthesis with large language models, 2021.
URL https://arxiv.org/abs/2108.07732.
Autio et al. (2024)
Chloe Autio, Reva Schwartz, Jesse Dunietz, Shomik Jain, Martin Stanley, Elham
Tabassi, Patrick Hall, and Kamie Roberts.
Artificial intelligence risk management framework: Generative
artificial intelligence profile, 2024.
URL https://nvlpubs.nist.gov/nistpubs/ai/NIST.AI.600-1.pdf.
Bakouch et al. (2025)
Elie Bakouch, Loubna Ben Allal, Anton Lozhkov, Nouamane Tazi, Lewis Tunstall,
Carlos Miguel Patiño, Edward Beeching, Aymeric Roucher, Aksel Joonas
Reedi, Quentin Gallouédec, Kashif Rasul, Nathan Habib, Clémentine
Fourrier, Hynek Kydlicek, Guilherme Penedo, et al.
SmolLM3: smol, multilingual, long-context reasoner, 2025.
URL https://huggingface.co/blog/smollm3.
Bang et al. (2025)
Yejin Bang, Ziwei Ji, Alan Schelten, Anthony Hartshorn, Tara Fowler, Cheng
Zhang, Nicola Cancedda, and Pascale Fung.
HalluLens: LLM hallucination benchmark.
In Proceedings of the Annual Meeting of the Association for
Computational Linguistics (ACL), pp. 24128–24156, 2025.
doi: 10.18653/v1/2025.acl-long.1176.
URL https://aclanthology.org/2025.acl-long.1176/.
Bengio et al. (2026)
Yoshua Bengio, Stephen Clare, Carina Prunkl, Malcolm Murray, Maksym
Andriushchenko, Ben Bucknall, Rishi Bommasani, Stephen Casper, Tom Davidson,
Raymond Douglas, David Duvenaud, Philip Fox, Usman Gohar, Rose Hadshar, Anson
Ho, et al.
International AI safety report 2026, 2026.
URL https://internationalaisafetyreport.org.
Bercovich et al. (2025)
Akhiad Bercovich, Itay Levy, Izik Golan, Mohammad Dabbah, Ran El-Yaniv, Omri
Puny, Ido Galil, Zach Moshe, Tomer Ronen, Najeeb Nabwani, Ido Shahaf, Oren
Tropp, Ehud Karpas, Ran Zilberstein, Jiaqi Zeng, et al.
Llama-Nemotron: Efficient reasoning models, 2025.
URL https://arxiv.org/abs/2505.00949.
Biderman et al. (2026)
Stella Biderman, Mohammad Aflah Khan, Niloofar Mireshghallah, Catherine Arnett,
Fazl Barez, and Naomi Saphra.
Position: Don’t just “fix it in post”: A science of AI must study
training dynamics.
In International Conference on Machine Learning (ICML),
Position Paper Track, pp. 169526–169542, 2026.
URL https://proceedings.mlr.press/v306/biderman26a.html.
Bisk et al. (2020)
Yonatan Bisk, Rowan Zellers, Ronan Le Bras, Jianfeng Gao, and Yejin Choi.
PIQA: Reasoning about physical commonsense in natural language.
In Proceedings of the AAAI Conference on Artificial
Intelligence (AAAI), pp. 7432–7439, 2020.
doi: 10.1609/aaai.v34i05.6239.
URL https://ojs.aaai.org/index.php/AAAI/article/view/6239.
Buening et al. (2026)
Thomas Kleine Buening, Jonas Hübotter, Barna Pásztor, Idan Shenfeld,
Giorgia Ramponi, and Andreas Krause.
Aligning language models from user interactions.
In Conference on Language Modeling (COLM), 2026.
URL https://openreview.net/forum?id=wxVL74qXUC.
Cai et al. (2025)
Zhongang Cai, Yubo Wang, Qingping Sun, Ruisi Wang, Chenyang Gu, Wanqi Yin,
Zhiqian Lin, Zhitao Yang, Chen Wei, Oscar Qian, Hui En Pang, Xuanke Shi,
Kewang Deng, Xiaoyang Han, Zukai Chen, et al.
Holistic evaluation of multimodal LLMs on spatial intelligence,
2025.
URL https://arxiv.org/abs/2508.13142.
Cai et al. (2026)
Zhongang Cai, Ruisi Wang, Chenyang Gu, Fanyi Pu, Junxiang Xu, Yubo Wang, Wanqi
Yin, Zhitao Yang, Chen Wei, Tongxi Zhou, Qingping Sun, Hui En Pang, Jiaqi Li,
Oscar Qian, Zhi