Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims. - Miles Brundage; Shahar Avin; Jasmine Wang; Haydn Belfield; Gretchen Krueger; Gillian K. Hadfield; Heidy Khlaaf; Jingying Yang; Helen Toner; Ruth Fong; Tegan Maharaj; Pang Wei Koh; et al. (CoRR, 2020)

Compute Trends Across Three Eras of Machine Learning. - Jaime Sevilla; Lennart Heim; Anson Ho; Tamay Besiroglu; Marius Hobbhahn; Pablo Villalobos (IJCNN, 2022)

Machine Learning Model Sizes and the Parameter Gap. - Pablo Villalobos; Jaime Sevilla; Tamay Besiroglu; Lennart Heim; Anson Ho; Marius Hobbhahn (CoRR, 2022)

Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning. - Pablo Villalobos; Jaime Sevilla; Lennart Heim; Tamay Besiroglu; Marius Hobbhahn; Anson Ho (CoRR, 2022)

Algorithmic progress in computer vision. - Ege Erdil; Tamay Besiroglu (CoRR, 2022)

Limits to the Energy Efficiency of CMOS Microprocessors. - Anson Ho; Ege Erdil; Tamay Besiroglu (ICRC, 2023)

Who is leading in AI? An analysis of industry AI research. - Ben Cottier; Tamay Besiroglu; David Owen 001 (CoRR, 2023)

Please Report Your Compute. - Jaime Sevilla; Anson Ho; Tamay Besiroglu (Commun. ACM, 2023)

Position: Will we run out of data? Limits of LLM scaling based on human-generated data. - Pablo Villalobos; Anson Ho; Jaime Sevilla; Tamay Besiroglu; Lennart Heim; Marius Hobbhahn (ICML, 2024)

Algorithmic progress in language models. - Anson Ho; Tamay Besiroglu; Ege Erdil; Zifan Carl Guo; David Owen 001; Robi Rahman; David Atkinson; Neil Thompson; Jaime Sevilla (NeurIPS, 2024)

The Compute Divide in Machine Learning: A Threat to Academic Contribution and Scrutiny? - Tamay Besiroglu; Sage Andrus Bergerson; Amelia Michael; Lennart Heim; Xueyun Luo; Neil Thompson (CoRR, 2024)

Chinchilla Scaling: A replication attempt. - Tamay Besiroglu; Ege Erdil; Matthew Barnett; Josh You (CoRR, 2024)

FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI. - Elliot Glazer; Ege Erdil; Tamay Besiroglu; Diego Chicharro; Evan Chen; Alex Gunning; Caroline Falkman Olsson; Jean-Stanislas Denain; Anson Ho; Emily de Oliveira Santos; Olli Järviniemi; Matthew Barnett; et al. (CoRR, 2024)

International Scientific Report on the Safety of Advanced AI (Interim Report). - Yoshua Bengio; Sören Mindermann; Daniel Privitera; Tamay Besiroglu; Rishi Bommasani; Stephen Casper; Yejin Choi 001; Danielle Goldfarb; Hoda Heidari; Leila Khalatbari; Shayne Longpre; Vasilios Mavroudis; et al. (CoRR, 2024)

International AI Safety Report. - Yoshua Bengio; Sören Mindermann; Daniel Privitera; Tamay Besiroglu; Rishi Bommasani; Stephen Casper; Yejin Choi 001; Philip Fox; Ben Garfinkel; Danielle Goldfarb; Hoda Heidari; Anson Ho; et al. (CoRR, 2025)