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Allan Dafoe

3 accepted papers

2026

Position: Comprehensive AI governance requires addressing non-model capability gains

ICML 2026poster

Frontier AI governance often centres on the model-level governance paradigm, which assumes that a model’s capability profile is primarily a function of the compute and data used during training. This position paper argues that model-level governance becomes less effective when capability progress is…

Cited by 0SourceScholar
2024

Position: Levels of AGI for Operationalizing Progress on the Path to AGI

ICML 2024spotlight

We propose a framework for classifying the capabilities and behavior of Artificial General Intelligence (AGI) models and their precursors. This framework introduces levels of AGI performance, generality, and autonomy, providing a common language to compare models, assess risks, and measure progress…

Cited by 115SourcePDFScholar
2022

Ethics and Governance of Artificial Intelligence: A Survey of Machine Learning Researchers (Extended Abstract)

IJCAI 2022poster

Machine learning (ML) and artificial intelligence (AI) researchers play an important role in the ethics and governance of AI, including through their work, advocacy, and choice of employment. Nevertheless, this influential group's attitudes are not well understood, undermining our ability to discern…

Cited by 5SourcePDFScholar