 |
||
|
||
Home > TERATEC FORUM > Workshops > Workshop 6
Workshop 05 - 09:00 am to 12:30 am
Applications of AI in research and industry
Chaired by Stéphane Requena, Director Innovation & Technology, Genci and Patrick Fabiani, AI Roadmapping & Advanced Scientific Studies, Dassault Aviation
Trustworthy AI engineering to design, deploy and maintain industrial AI-based systems
By Juliette Mattioli, Expert sénior en IA, Thales
The accelerated developments in AI point to the need to consider 'trust' as a design principle rather than an option. Furthermore, the design of AI-based critical systems (e.g. in avionics, mobility, defense, healthcare, etc.), requires proof of their trustworthiness to guaranty safety and security. Issues related to ethics, accountability, and liability are beginning to emerge.
The talk will highlight the importance of trustworthy AI engineering with a sound end-to-end methodology and tools to support the entire lifecycle of an AI system. This involves analyzing and meeting the expectations and specifications from stakeholders (e.g. regulators and auditors, customers and end users) and assessing and addressing the risks associated with AI to ensure that the system is reliable. The confiance.ai program’s approach rethinks traditional engineering, including data and knowledge engineering, algorithm engineering, systems and software engineering, safety and cybersecurity engineering, and cognitive engineering.
The aim is to ensure that the system meets requirements and constraints, to assess and manage the risks associated with AI technologies, and to maintain trustworthiness between stakeholders and the system of interest (e.g. RAMS - Reliability, Availability, Maintainability, and Safety - characteristics).
 |
Biography : Juliette Mattioli joined in 1990 Thomson-CSF as a graduate student and obtained in 1993, her PhD in AI-based computer vision. In 1996, she worked on Symbolic AI. From 2001 to 2016, she led several research labs at Thales on Symbolic and Hybrid AI. In 2012, she became a senior expert in AI at Thales Group Level. She was one of the five representatives of France at the conference of G7 innovators in 2017. Recognized for her knowledge of industrial AI issues, she promotes Hybrid AI and Trustworthy AI Engineering to accelerate the industrial deployment of AI-based solutions in critical systems. |
|---|
Register now and get your badge here >>>