Proposal(s) title:
- Towards accurate, transparent, and explainable systems in AI and NLP, in support of the AI Act
Proposal(s) topic:
Artificial Intelligence
Impact on SMEs:
Impact on SMEs (2nd Open Call)
While it is feared that a large number of standards associated with the AI Act could create an excessive burden for SMEs to understand and implement the new requirements, on the other hand, if there remain gaps in the standards’ coverage of the AI landscape, this will create huge challenges for SMEs whose products sit precisely in such areas (inability to comply).
Impact on society:
Impact on society (2nd Open Call)
My work serves as support to the preservation of consumer rights, by enabling more transparency, comparability, and clarity on the actual performance of AI systems in the market.
Proposal(s) title:
- Supporting the AI Act with standards for trustworthy systems and datasets in AI and NLP
Proposal(s) topic:
Impact on SMEs:
Impact on SMEs (4th Open Call)
There is growing concern regarding the impact of the upcoming AI Act on the activity of SMEs in that field. While it is feared that a large number of standards associated to the AI Act could create an excessive burden for SMEs to understand and implement the new requirements, on the other hand if there remain gaps in the standards’ coverage of the AI landscape, this will create huge challenges for SMEs whose products sit precisely in such areas (inability to comply). I have started to make increased efforts to reach out to SMEs and collect their views and needs in those regards, and I am leveraging those inputs throughout my contributions in the various standards as well as in coordination.
Impact on society:
Impact on society (4th Open Call)
My efforts are currently focused on answering the standardisation request that CEN-CENELEC JTC21 received from the European Commission in relation to the AI Act. As the target dates grow closer, it seems that the current pool of experts is not sufficient to answer the diverse needs expressed in the request. I have thus initiated reinforced outreach efforts, as well as onboarding sessions for new experts.
Value of Research
Overall, I am taking a more holistic view of the AI standardisation roadmap while pursuing in parallel my contributions to specific AI standards in SC 42 and JTC 21.
Read more
Full Name: Lauriane Aufrant
Role: convenor
Title & Organisation Name: NLP lead scientist for Defense and security applications, Inria
Country: France
Linkedin
Role: convenor
Title & Organisation Name: NLP lead scientist for Defense and security applications, Inria
Country: France
Standards Development Organisation:
