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Sivakumar S

Innovation Evangelist, TCS

Srinivasa Rao Chalamala

Senior Scientist, TCS

Dr Sitarama Brahmam

Principal Consultant, TCS


  • A testing framework is required to establish trust in AI systems, improving the security, privacy, explainability, bias, and calibration of models. 
  • The proposed mechanism helps evaluate various non-functional aspects of testing using methods and tools to measure the reliability of AI models. 
  • The paper also recommends setting up an expert panel to standardize the testing and governance of AI models in order that they conform to various aspects of trust.