Risks
This risk arises when using a vendor to build the Gen AI tool or from purchasing directly from a vendor.
What is 3rd Party Risk?
This principle ensures ownership and oversight throughout the RAI process, including monitoring after the use case is complete.
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
Encompasses 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 input and oversight is integrated into the decision-making process to improve accuracy and provide guidance.
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
Arises 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.
What is Traditional AI?
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?
Relates 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 indicate whether the output from a model met their needs and was accurate.
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