AI Snake Oil • 398 implied HN points • 27 Feb 24
- The paper on the societal impact of open foundation models clarifies the discrepancy in claims about openness's societal effects, examines the benefits like transparency and empowering research, and proposes a risk evaluation framework for comparing risks of open vs. closed foundation models and existing technologies.
- The framework for risk assessment in the paper outlines steps like threat identification, evaluating existing risks and defenses, and determining the marginal risk of open foundation models. It aims to provide a structured approach to analyzing risks associated with open foundation models.
- By analyzing benefits, such as distribution of decision-making power, innovation, scientific research facilitation, and transparency, the paper sheds light on the advantages of open foundation models and offers recommendations for developers, researchers, regulators, and policymakers to navigate the landscape effectively.