AI Challenges

AI Challenges

1. Data

   • Amount
   • Simulation
   • Limits
   • Bias
   • Completeness

2. User Acceptance & Trust

   • Over-trust
   • Under-trust
   • Mental model
     • Predictability
     • Explained

3. Regulation & Certification

   • Proving
   • Responsibility
   • Assurance
   • Sign-off
     • Internal
     • Customer

4. Security

   • OTS Origin
   • Countermeasures
   • Classification
     • Networks
     • Data

5. Research, Skills & Training

   • Salary
     • Competition
   • Attractiveness
     • Skills
   • Frameworks
     • Funding

6. Algorithms

   • Inference
   • Training
     • Hardware

7. Adoption

   • Performance
   • Risk