// MODEL OPTIMIZATION AND PROMPT SYNTAX TERM
Consent
Giving explicit permission for your data to be collected, used, or shared.
TECHNICAL DEFINITION
The explicit, informed agreement from individuals for the collection, processing, and sharing of their data by AI systems, often a legal requirement for data handling.
BACKGROUND
Generative artificial intelligence (GenAI) is a subfield of artificial intelligence (AI) that uses generative models to generate text, images, videos, audio, software code or other forms of data. These models learn the underlying patterns and structures of their training data, and use them to generate new data in response to input, which often takes the form of natural language prompts.
READ MORE ON WIKIPEDIASYNONYMS & ALIASES
- Permission
- authorization
- agreement
- opt-in
USAGE NOTE
Obtaining informed consent is a cornerstone of ethical data collection for AI model training.
DEVELOPERS
Organizations developing technology related to Consent.
Develops foundational AI models and conducts extensive research in Responsible AI, focusing on data governance, privacy, and user control, which includes obtaining and respecting consent for data use and model interactions.
Offers AI platforms and services with integrated Responsible AI tools and frameworks. These include components for data governance, fairness, and transparency that directly address user consent for data usage and algorithmic decisions in AI engineering.
Focuses on 'Trustworthy AI' and responsible development, emphasizing data governance, explainability, and privacy-preserving AI, all of which are intrinsically linked to obtaining and managing data consent for AI systems.
A leader in large language model development, OpenAI emphasizes safety, ethics, and responsible deployment. Their API usage policies and developer guidelines often address obtaining user consent for data sharing or specific AI functionalities.
A prominent privacy management platform that provides comprehensive solutions for consent management. Given AI's reliance on data, OneTrust's tools are crucial for ensuring ethical AI engineering and compliance by managing data consent.
Specializes in data security and governance, offering solutions for data access controls and compliance with privacy regulations. Their technology directly impacts how data, potentially used for AI, is managed with respect to user consent.
Hosts a vast ecosystem of AI models and datasets, promoting responsible AI development. The platform facilitates discussions and implementations of ethical data use, including consent, through features like dataset cards and community guidelines.
A non-profit coalition dedicated to establishing best practices and guidelines for responsible AI. While not developing direct tech, PAI influences AI engineering principles by addressing data privacy, consent, and user experience with AI.