Include description of provably safe AI at top-level

[orpheuslummis]

draft 2024-03-22

Provably Safe AI / Safeguarded AI is a critical area of focus aimed at ensuring AI technologies operate within safe and ethical guidelines through mathematical verification. This discipline centers on advancing automated theorem proving to tackle the complexity of AI models, particularly neural networks, and translating AI behaviors into verifiable formats. A key research direction is the development of dynamic safety standards that can adapt to the evolving landscape of AI capabilities. The field calls for interdisciplinary efforts to address these challenges, with a strong emphasis on crafting comprehensive safety properties and enhancing the interpretability of AI systems. The research program stands at the forefront of fostering AI technologies that are not only advanced but also aligned with ensuring societal welfare and ethical integrity.