Explaining explanations: An overview of interpretability of machine learning
There has recently been a surge of work in explanatory artificial intelligence (XAI). This
research area tackles the important problem that complex machines and algorithms often …
research area tackles the important problem that complex machines and algorithms often …
[HTML][HTML] The role of artificial intelligence in achieving the Sustainable Development Goals
The emergence of artificial intelligence (AI) and its progressively wider impact on many
sectors requires an assessment of its effect on the achievement of the Sustainable …
sectors requires an assessment of its effect on the achievement of the Sustainable …
[BOOK][B] Towards a standard for identifying and managing bias in artificial intelligence
R Schwartz, R Schwartz, A Vassilev, K Greene… - 2022 - dwt.com
As individuals and communities interact in and with an environment that is increasingly
virtual, they are often vulnerable to the commodification of their digital footprint. Concepts …
virtual, they are often vulnerable to the commodification of their digital footprint. Concepts …
Concrete problems in AI safety
Rapid progress in machine learning and artificial intelligence (AI) has brought increasing
attention to the potential impacts of AI technologies on society. In this paper we discuss one …
attention to the potential impacts of AI technologies on society. In this paper we discuss one …
Thinking responsibly about responsible AI and 'the dark side'of AI
Artificial Intelligence (AI) has been argued to offer a myriad of improvements in how we work
and live. The notion of AI comprises a wide-ranging set of technologies that allow individuals …
and live. The notion of AI comprises a wide-ranging set of technologies that allow individuals …
Foundational challenges in assuring alignment and safety of large language models
This work identifies 18 foundational challenges in assuring the alignment and safety of large
language models (LLMs). These challenges are organized into three different categories …
language models (LLMs). These challenges are organized into three different categories …
[BOOK][B] The precipice: Existential risk and the future of humanity
T Ord - 2020 - books.google.com
This urgent and eye-opening book makes the case that protecting humanity's future is the
central challenge of our time. If all goes well, human history is just beginning. Our species …
central challenge of our time. If all goes well, human history is just beginning. Our species …
Unsolved problems in ml safety
Machine learning (ML) systems are rapidly increasing in size, are acquiring new
capabilities, and are increasingly deployed in high-stakes settings. As with other powerful …
capabilities, and are increasingly deployed in high-stakes settings. As with other powerful …
A review of research into automation in tourism: Launching the Annals of Tourism Research Curated Collection on Artificial Intelligence and Robotics in Tourism
I Tussyadiah - Annals of Tourism Research, 2020 - Elsevier
Driven by the advancements in artificial intelligence (AI) and its related technologies, the
application of intelligent automation in travel and tourism is expected to increase in the …
application of intelligent automation in travel and tourism is expected to increase in the …
Artificial intelligence, values, and alignment
I Gabriel - Minds and machines, 2020 - Springer
This paper looks at philosophical questions that arise in the context of AI alignment. It
defends three propositions. First, normative and technical aspects of the AI alignment …
defends three propositions. First, normative and technical aspects of the AI alignment …