Trustworthy AI: From principles to practices
The rapid development of Artificial Intelligence (AI) technology has enabled the deployment
of various systems based on it. However, many current AI systems are found vulnerable to …
of various systems based on it. However, many current AI systems are found vulnerable to …
On the opportunities and risks of foundation models
AI is undergoing a paradigm shift with the rise of models (eg, BERT, DALL-E, GPT-3) that are
trained on broad data at scale and are adaptable to a wide range of downstream tasks. We …
trained on broad data at scale and are adaptable to a wide range of downstream tasks. We …
Augmenting large language models with chemistry tools
Large language models (LLMs) have shown strong performance in tasks across domains
but struggle with chemistry-related problems. These models also lack access to external …
but struggle with chemistry-related problems. These models also lack access to external …
Corporate governance of artificial intelligence in the public interest
Corporations play a major role in artificial intelligence (AI) research, development, and
deployment, with profound consequences for society. This paper surveys opportunities to …
deployment, with profound consequences for society. This paper surveys opportunities to …
Toward trustworthy AI development: mechanisms for supporting verifiable claims
With the recent wave of progress in artificial intelligence (AI) has come a growing awareness
of the large-scale impacts of AI systems, and recognition that existing regulations and norms …
of the large-scale impacts of AI systems, and recognition that existing regulations and norms …
Is power-seeking AI an existential risk?
J Carlsmith - arXiv preprint arXiv:2206.13353, 2022 - arxiv.org
This report examines what I see as the core argument for concern about existential risk from
misaligned artificial intelligence. I proceed in two stages. First, I lay out a backdrop picture …
misaligned artificial intelligence. I proceed in two stages. First, I lay out a backdrop picture …
Responsible ai systems: who are the stakeholders?
A Deshpande, H Sharp - Proceedings of the 2022 AAAI/ACM Conference …, 2022 - dl.acm.org
As of 2021, there were more than 170 guidelines on AI ethics and responsible, trustworthy AI
in circulation according to the AI Ethics Guidelines Global Inventory maintained by …
in circulation according to the AI Ethics Guidelines Global Inventory maintained by …
Ai regulation is (not) all you need
The development of processes and tools for ethical, trustworthy, and legal AI is only
beginning. At the same time, legal requirements are emerging in various jurisdictions …
beginning. At the same time, legal requirements are emerging in various jurisdictions …
Overcoming barriers to cross-cultural cooperation in AI ethics and governance
Achieving the global benefits of artificial intelligence (AI) will require international
cooperation on many areas of governance and ethical standards, while allowing for diverse …
cooperation on many areas of governance and ethical standards, while allowing for diverse …
AI certification: Advancing ethical practice by reducing information asymmetries
As artificial intelligence (AI) systems are increasingly deployed, principles for ethical AI are
also proliferating. Certification offers a method to both incentivize the adoption of these …
also proliferating. Certification offers a method to both incentivize the adoption of these …