AI Standardization - State of Play and link to regulatory framework

Scope

This document objective is twofold: to provide a survey of the relevant standardization initiatives and specifications dealing with AI, and link them to the expected requirements of the future EU regulatory framework on AI.

Horizontal versus vertical (application-specific) specifications

Likely, as in many other software related domains, there will be two levels of standardization activities dealing with general (high-level) and sectoral (specific) specifications. This survey aims at covering both levels.

Therefore, the document will report some specifications to be intended at the general level and others specific for one or more application domains.

Part I: State of Play: Specifications and Initiative

1. 1. High-risk AI systems
      1. Specification/initiative title
      2. General versus application domain level
      3. Type of initiative/specification
      4. Main objectives and expected content
      5. Maturity level
      6. Release time of the specification/initiative outcome
      7. Web link/reference
   2. AI risk-level classification
      1. Specification/initiative title
      2. General versus application domain level
      3. Type of initiative/specification
      4. Main objectives and expected content
      5. Maturity level
      6. Release time of the specification/initiative outcome
      7. Web link/reference
   3. Training and testing data
      1. Specification/initiative title
      2. General versus application domain level
      3. Type of initiative/specification
      4. Main objectives and expected content
      5. Maturity level
      6. Release time of the specification/initiative outcome
      7. Web link/reference
   4. Documentation, record keeping and provision of information
      1. Specification/initiative title
      2. General versus application domain level
      3. Type of initiative/specification
      4. Main objectives and expected content
      5. Maturity level
      6. Release time of the specification/initiative outcome
      7. Web link/reference
   5. Explainability and transparency
      1. Specification/initiative title
      2. General versus application domain level
      3. Type of initiative/specification
      4. Main objectives and expected content
      5. Maturity level
      6. Release time of the specification/initiative outcome
      7. Web link/reference
   6. Robustness and accuracy
      1. Specification/initiative title
      2. General versus application domain level
      3. Type of initiative/specification
      4. Main objectives and expected content
      5. Maturity level
      6. Release time of the specification/initiative outcome
      7. Web link/reference
   7. Human oversight
      1. Specification/initiative title
      2. General versus application domain level
      3. Type of initiative/specification
      4. Main objectives and expected content
      5. Maturity level
      6. Release time of the specification/initiative outcome
      7. Web link/reference
   8. Conformity assessment and post-market monitoring
      1. Specification/initiative title
      2. General versus application domain level
      3. Type of initiative/specification
      4. Main objectives and expected content
      5. Maturity level
      6. Release time of the specification/initiative outcome
      7. Web link/reference

Part II: Existing Liaison between SDO Committees

Liaison parts

Part III: Link to the regulatory framework

TBD

CONCLUSIONS

TBD

ACKNOWLEDGEMENTS

TBD

REFERENCES

TBD