TAII Framework Canvas
The Trustworthy Artificial Intelligence Implementation - TAII Framework® generates a meta perspective of ethics within the AI system developer's ecosystem, supporting and expanding the trustworthy AI approach of the European Commission by designing social impact.
The workshop tool TAII Framework® Canvas covers the 12 steps of the holistic framework and generates possibilities for group interaction between stakeholders by using a similar approach as the Design Thinking methodology.
1. Company Values
Used for the development of the company’s Business Model as well as to shape the AI System Brief Overview.
2. Business Model
Provides a holistic picture of how the organization creates and captures value.
3. AI System Brief Overview
Describes the purpose, use case, and the used input data of the AI system.
Includes all internal and external involved people, groups, departments, companies, organizations, institutions, clusters etc.
Considers existing regulations and standards for the specific AI system. Safeguard a high standard of transparency, respect for democratic values, and legitimacy.
Assessment of the AI system’s ethical impact potential harm, and the affected human groups including the unintended results of the AI system.
7. Common Good
Analyzes the dependencies of the 17 Sustainable Development Goals and the Universal Declaration of Human Rights.
Generates the core list of ethical requirements. Human agency and oversight; robustness and safety; privacy and data governance; transparency; diversity; non-discrimination and fairness; societal and environmental well-being; accountability.
Transfer and translation of the ethical principles and requirements for the AI system’s ecosystem.
Consolidation of the assessed input factors. Definition of the current state, visualization of the dependencies and planning of the next tasks for improvement.
Test, implementation, and verification of the results.
Safety assessment of the AI system based on legal regulations or taken actively into account by the company to provide transparency.
More detailed information about the TAII Framework® is available:
research paper: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3914105