assessment list
Exploring the Assessment List for Trustworthy AI in the Context of Advanced Driver-Assistance Systems
Borg, Markus, Bronson, Joshua, Christensson, Linus, Olsson, Fredrik, Lennartsson, Olof, Sonnsjö, Elias, Ebabi, Hamid, Karsberg, Martin
Artificial Intelligence (AI) is increasingly used in critical applications. Thus, the need for dependable AI systems is rapidly growing. In 2018, the European Commission appointed experts to a High-Level Expert Group on AI (AI-HLEG). AI-HLEG defined Trustworthy AI as 1) lawful, 2) ethical, and 3) robust and specified seven corresponding key requirements. To help development organizations, AI-HLEG recently published the Assessment List for Trustworthy AI (ALTAI). We present an illustrative case study from applying ALTAI to an ongoing development project of an Advanced Driver-Assistance System (ADAS) that relies on Machine Learning (ML). Our experience shows that ALTAI is largely applicable to ADAS development, but specific parts related to human agency and transparency can be disregarded. Moreover, bigger questions related to societal and environmental impact cannot be tackled by an ADAS supplier in isolation. We present how we plan to develop the ADAS to ensure ALTAI-compliance. Finally, we provide three recommendations for the next revision of ALTAI, i.e., life-cycle variants, domain-specific adaptations, and removed redundancy.
ALTAI - The Assessment List on Trustworthy Artificial Intelligence
Welcome to the ALTAI portal! The Assessment List for Trustworthy Artificial Intelligence (ALTAI), is a practical tool that helps business and organisations to self-assess the trustworthiness of their AI systems under development. The AI HLEG translated these requirements into a detailed Assessment List, taking into account feedback from a six month long piloting process within the European AI community. Furthermore, to demonstrate the capability of such an Assessment List the Vice-Chair of the AI HLEG and his team at the Insight Centre for Data Analytics at University College Cork, developed a prototype web based tool, to practically guide developers and deployers of AI through an accessible and dynamic checklist. You can create an ALTAI account here.
Artificial Intelligence - Shaping Europe's digital future - European Commission
Artificial intelligence (AI) has become an area of strategic importance and a key driver of economic development. It can bring solutions to many societal challenges from treating diseases to minimising the environmental impact of farming. However, socio-economic, legal and ethical impacts have to be carefully addressed. It is essential to join forces in the European Union to stay at the forefront of this technological revolution, to ensure competitiveness and to shape the conditions for its development and use (ensuring respect of European values). The Commission is increasing its annual investments in AI by 70% under the research and innovation programme Horizon 2020.
Artificial Intelligence - Digital Single Market - European Commission
Artificial intelligence (AI) has become an area of strategic importance and a key driver of economic development. It can bring solutions to many societal challenges from treating diseases to minimising the environmental impact of farming. However, socio-economic, legal and ethical impacts have to be carefully addressed. It is essential to join forces in the European Union to stay at the forefront of this technological revolution, to ensure competitiveness and to shape the conditions for its development and use (ensuring respect of European values). The Commission is increasing its annual investments in AI by 70% under the research and innovation programme Horizon 2020.
Building trust in human-centric AI - FUTURIUM - European Commission
The Ethics Guidelines for Trustworthy Artificial Intelligence (AI) is a document prepared by the High-Level Expert Group on Artificial Intelligence (AI HLEG). This independent expert group was set up by the European Commission in June 2018, as part of the AI strategy announced earlier that year. The AI HLEG presented a first draft of the Guidelines in December 2018. Following further deliberations by the group in light of discussions on the European AI Alliance, a stakeholder consultation and meetings with representatives from Member States, the Guidelines were revised and published in April 2019. In parallel, the AI HLEG also prepared a revised document which elaborates on a definition of Artificial Intelligence used for the purpose of its deliverables.
Ethics guidelines for trustworthy AI - Digital Single Market - European Commission
The Guidelines put forward a set of 7 key requirements that AI systems should meet in order to be deemed trustworthy. The AI HLEG has also prepared a document which elaborates on a Definition of Artificial Intelligence used for the purpose of the Guidelines. The document also provides an assessment list that operationalises the key requirements and offers guidance to implement them in practice. Starting from the 26th of June, this assessment list undergoing a piloting process, to which all stakeholders are invited to test the assessment list and provide practical feedback on how it can be improved.
Its 11 PM. Do You Know Where Your AI Is?
Since we joined the European AI Alliance back in June, a lot has been happening. On June 26th, the High-Level Expert Group on Artificial Intelligence (AI HLEG) held the first AI Alliance Assembly. The group presented The Policy and Investment Recommendations on AI, addressed to the European Commission and the Member States. They also launched the piloting process of the AI Ethics Guidelines. For those that are unfamiliar, this started with the European Union commission's goal to set guidelines for ethical AI creation, started with the Ethics Guidelines for Trustworthy AI published by the AI HLEG last year.
European Commission Publishes Ethics Guidelines for Trustworthy Artificial Intelligence Lexology
The High-Level Expert Group on Artificial Intelligence ("AI HLEG"), an independent expert group set up by the European Commission in June 2018 as part of its AI strategy, has published its final Ethics Guidelines for Trustworthy Artificial Intelligence ("AI") (the "Guidelines"). These Guidelines form part of a wider focus by the Commission on AI, with President-elect of the European Commission, Ursula von der Leyen commenting most recently on July 16, in her proposed political guidelines, that: "In my first 100 days in office, I will put forward legislation for a coordinated European approach on the human and ethical implications of Artificial Intelligence…". The AI HLEG appreciates that AI has the potential to benefit a wide range of sectors and has a wide variety of uses. However, it also acknowledges that the use of AI also brings new challenges and raises various legal and ethical questions. It is with this in mind that the Guidelines have been developed: with a view to providing a framework to achieve and operationalize Trustworthy AI.
Register for the Piloting Process - FUTURIUM - European Commission
The Ethics Guidelines for Trustworthy AI provide an assessment list that operationalises the key requirements and offers guidance to implement them in practice. This assessment list will undergo a piloting process: all stakeholders are invited to test the assessment list and provide practical feedback on how it can be improved. This feedback will allow for a better understanding of how the assessment list, which is aimed to offer guidance for all AI applications, can be implemented within an organisation. It will also indicate where specific tailoring of the assessment list is needed given AI's context-specificity. All interested stakeholders can participate to the piloting process and start testing out the assessment list. An open survey or "quantitative analysis" which will be sent to all those who register to the piloting; The piloting phase will run from the 26th of June until the 1st of December 2019.