Domain 2
Prohibited AI Practices
Prohibited AI Practices refer to specific actions or applications of artificial intelligence that are deemed unethical, harmful, or illegal under regulatory frameworks. These practices may include, but are not limited to, the use of AI for surveillance without consent, deepfake technology for misinformation, or biased decision-making in critical areas like hiring and law enforcement. In AI governance, identifying and regulating these practices is crucial to ensure public trust, protect individual rights, and prevent societal harm. The implications of failing to regulate these practices can lead to significant legal consequences, loss of public confidence in AI technologies, and potential harm to vulnerable populations.
Definition
Prohibited AI Practices refer to specific actions or applications of artificial intelligence that are deemed unethical, harmful, or illegal under regulatory frameworks. These practices may include, but are not limited to, the use of AI for surveillance without consent, deepfake technology for misinformation, or biased decision-making in critical areas like hiring and law enforcement. In AI governance, identifying and regulating these practices is crucial to ensure public trust, protect individual rights, and prevent societal harm. The implications of failing to regulate these practices can lead to significant legal consequences, loss of public confidence in AI technologies, and potential harm to vulnerable populations.
Example Scenario
Imagine a tech company that develops an AI system for hiring employees. If the system is trained on biased data, it may inadvertently favor certain demographics over others, leading to discriminatory hiring practices. This violation of prohibited AI practices could result in legal action against the company, damage its reputation, and erode trust among potential job applicants. Conversely, if the company implements robust governance measures to ensure fairness and transparency in its AI hiring practices, it can enhance its brand reputation, attract a diverse talent pool, and comply with regulations, ultimately contributing to a more equitable workplace.
Use This In Your Study Plan
Pair glossary review with framework guides, AIGP revision content, and practice exams to reinforce recall and improve applied understanding.
Related Guides
AIGP Exam Prep Platform
How to structure your certification prep with exams, flashcards, and AI tutoring.
Visit resourceAI Governance Frameworks Guide
A practical comparison of core frameworks used in responsible AI programs.
Visit resourceAIGP Study Plan
A weekly study structure for balancing frameworks, mock exams, and targeted review.
Visit resourceAIGP Exam Domains Explained
Break down the key knowledge areas and prioritize your study time with more confidence.
Visit resourceNext Step
Pricing
Compare free and premium plans for AI governance learning and AIGP prep.
Visit resourceAIGP Exam Prep
See how Startege supports practice exams, revision, and certification readiness.
Visit resourceAI Governance Training
Explore a practical training path for governance teams, compliance leaders, and AIGP candidates.
Visit resource