Red teamers

Glossaries

Term	Definition
Red teamers	A group of experts recruited to simulate adversarial attacks and identify potential risks and vulnerabilities in the development and deployment of their AI models Areas of Expertise: Security: Identifying potential security vulnerabilities and exploitation methods for the AI models. Ethics: Analyzing the potential for misuse and unintended consequences of the AI technology. Fairness: Detecting and mitigating biases and discriminatory elements in the AI models. Societal Impact: Assessing the broader societal implications of the technology's deployment. Selection and Collaboration: Red teamers are chosen for their diverse expertise in relevant fields like security, ethics, artificial intelligence, and social sciences. They work collaboratively with OpenAI engineers and researchers, providing feedback throughout the development process. OpenAI emphasizes the importance of red teaming as a crucial step in developing responsible and trustworthy AI. Example: Sora Red Teaming: One recent example is the ongoing "red teaming" process for OpenAI's Sora text-to-video model. The model demonstrates incredible potential but also raises ethical concerns about creating deepfakes and spreading misinformation. By involving diverse red teamers, OpenAI aims to identify and mitigate these risks before broader public release. OpenAI Red Teaming Network: To expand expertise and diversity, OpenAI established a "Red Teaming Network." This network includes individuals with specialized skills and domain knowledge who can be called upon for specific assessments and projects. Beyond OpenAI: The concept of red teaming is not unique to OpenAI. Other organizations and companies developing AI technologies are increasingly recognizing the importance of adversarial testing and feedback from diverse perspectives to ensure responsible development and mitigate potential risks. Overall, red teamers play a crucial role in helping OpenAI and other AI developers create safe, ethical, and trustworthy AI technologies. Synonyms: Red team

Term

Definition

A group of experts recruited to simulate adversarial attacks and identify potential risks and vulnerabilities in the development and deployment of their AI models

Areas of Expertise:

Security: Identifying potential security vulnerabilities and exploitation methods for the AI models.
Ethics: Analyzing the potential for misuse and unintended consequences of the AI technology.
Fairness: Detecting and mitigating biases and discriminatory elements in the AI models.
Societal Impact: Assessing the broader societal implications of the technology's deployment.

Selection and Collaboration:

Red teamers are chosen for their diverse expertise in relevant fields like security, ethics, artificial intelligence, and social sciences.
They work collaboratively with OpenAI engineers and researchers, providing feedback throughout the development process.
OpenAI emphasizes the importance of red teaming as a crucial step in developing responsible and trustworthy AI.

Example: Sora Red Teaming:

One recent example is the ongoing "red teaming" process for OpenAI's Sora text-to-video model. The model demonstrates incredible potential but also raises ethical concerns about creating deepfakes and spreading misinformation. By involving diverse red teamers, OpenAI aims to identify and mitigate these risks before broader public release.

OpenAI Red Teaming Network:

To expand expertise and diversity, OpenAI established a "Red Teaming Network." This network includes individuals with specialized skills and domain knowledge who can be called upon for specific assessments and projects.

Beyond OpenAI:

The concept of red teaming is not unique to OpenAI. Other organizations and companies developing AI technologies are increasingly recognizing the importance of adversarial testing and feedback from diverse perspectives to ensure responsible development and mitigate potential risks.

Overall, red teamers play a crucial role in helping OpenAI and other AI developers create safe, ethical, and trustworthy AI technologies.

Synonyms: Red team