Risks
This risk arises when using a vendor or third-party to build the Gen AI tool or from purchasing directly from a vendor or third-party.
What is 3rd Party Risk?
This principle ensures proper ownership and oversight at each stage of the RAI process and ensures there is oversight in place to monitor the use case once it has been completed.
What is Efficiency?
This is the process of identifying and removing or obscuring sensitive information to protect individuals' privacy
PII redaction
Helps United implement AI in a way that drives efficiency while prioritizing trustworthiness and a caring and safe approach.
What is Responsible AI?
Protects Americans’ privacy, advances equity and civil rights, stands up for consumers and workers, promotes innovation and competition, and advances American leadership around the world.
What is Biden’s AI Executive Order?
Involves the collection, processing, storage, management, and usage during the training and operation of the Gen AI system.
What is Data Risk?
This principle refers to how GenAI Systems are assessed using Standard and Repeatable Responsible AI Intake and Risk Processes
What is Safety and Accountability ?
This is the process of evaluating and challenging the robustness, security, and reliability of machine learning models
What is adversarial testing?
An advanced artificial intelligence system trained on vast amounts of text data to understand and generate human-like language
LLM
Mandates that personal data must be protected through techniques like redaction and pseudonymization.
GDPR
Encompass intentional or unintentional misuse, manipulation, or attacks against a Gen AI system
What is Use Risk?
This principle refers to making GenAI systems secure, capable of withstanding unexpected adverse events and adapting to unforeseen changes
Security and Privacy
This is an approach where human judgment is integrated into the decision-making process
What is Human in the loop?
Artificial intelligence systems that can create new content, such as text, images, music, or code, based on the data they have been trained on.
What is GenAI?
Proposes comprehensive regulations to ensure AI systems are safe, ethical, and respect fundamental rights across the European Union.
EU AI Act.
Arise from integrating Gen AI into existing processes or workflows without proper assessment.
What is Process Risk?
This principle refers to the education that equips United employees with the knowledge to recognize and mitigate risks within GenAI.
What is Caring and Fairness?
This is an approach where there is disclosure letting the user know the output they see is generated by GenAI
What is a transparency disclosure
Artificial intelligence systems that use rule-based algorithms and statistical methods to perform specific tasks, relying on pre-defined instructions and data rather than generating new content.
Guidelines provided by a government agency for managing risks associated with AI, including establishing controls to ensure security, privacy, and reliability throughout the AI system lifecycle.
What is NIST RMF Framework?
Relate to noncompliance with applicable laws, rules, and regulations, including privacy and sector-specific guidance
What is legal/ compliance risk?
This principles provides access to appropriate levels of information based on the stage the GenAI use case is in the lifecycle.
What is Transparency and Trustworthiness Risk?
This is a thumbs up or thumbs down where the user can let GenAI model know
What is feedback mechanism?
An input or initial piece of text used to guide the generation of content by a generative AI model.
What is a prompt?
In 2026, this law will pass and apply to all developers and deployers using “high-risk artificial intelligence systems” to protect consumers from discriminatory consequential decisions.
Colorado AI Act