Ethics issues with the use of AI/ML Vikas M Sharma, MBBS, MD - PowerPoint PPT Presentation

Ethics issues with the use of AI/ML Vikas M Sharma, MBBS, MD (Psych) Clinical Program Leader, Boehringer Ingelheim International GmBH Independent Ethics Expert, European Research Council, European Commission 1

Disclosure Statement • Full time employee of Boehringer Ingelheim International GmBH • Views expressed are in personal capacity and may not reflect opinions/positions of the organizations I am associated with.

2020: the promise! Photo by Moose Photos from Pexels

The big and the relevant issues! • Protection of potentially • Consciousness of AI sensitive data • Singularity • Decision making The • Autonomous decision The ‘Big’ reliability ‘Relevant’ taking by LAWS • Biases in training data issues! issues! • Job loss created by AI • Trust issues • Malicious/Dual use of • Opacity of the AI mechanics

Requirements for Realizing Trustworthy AIs HIGH-LEVEL EXPERT GROUP ON ARTIFICIAL NTELLIGENCE SET UP BY THE EUROPEAN COMMISSION

The big buckets of relevant issues Trust and Perception: Reliability & safety: End user issues: • Lawful • Inherent biases in the • What happens with the training datasets • Privacy and data? confidentiality • Beliefs and prejudices • Transparency and of AI developers • Explainability; Impact predictability on autonomy & • Responsibility of • Opacity of mechanics of decisions making of the decision making the AI systems AI systems • Impact on society • Fair distribution of the • Malicious benefits use/unintentional harm