JFrog Responsible AI Principles
At JFrog, we aim to create a balanced and ethical approach to AI to enable our customers to utilize AI within our products, which will be a trusted assistant providing time-saving outputs. By adhering to these Responsible AI Principles, we aim to contribute to the responsible and beneficial development of AI technologies in a fair, transparent and ethical manner.
1. Accountability and Responsibility
Our Principles program starts with a commitment from our cross-functional key executives. Our executive AI committee meets regularly to review and approve aspects of the Responsible AI program and advise on novel issues as they arise. JFrog maintains clear roles and responsibilities for stakeholders involved in the AI lifecycle. We have implemented a robust governance framework that includes impact assessments, data governance policies, and human oversight to ensure accountable AI deployment.
2. Transparency and Explainability
JFrog enables our customers to make informed choices about their engagement with AI systems. The user experience is designed to make it clear when users are interacting with an AI system.
3. Privacy and Security
JFrog has implemented data protection measures to ensure that AI systems are designed with privacy and security considerations. JFrog doesn’t train models on specific customer data but rather on aggregated data that does not identify JFrog customers or their users.
4. Reliability and Safety
JFrog prioritizes the development of reliable and safe AI systems by conducting comprehensive testing and validation. We have established mechanisms to monitor and mitigate potential cyber threats.
5. Continuous Improvement and Learning
JFrog has fostered a culture of continuous improvement by utilizing adaptive training, feedback loops, user education, and regular compliance reviews. We encourage cross-disciplinary collaboration to enhance the AI system’s capabilities and address emerging challenges.
6. Fairness and Non-Discrimination
AI systems will be designed and implemented with human oversight and diverse perspectives to mitigate the risks of discrimination or harmful bias. Regular audits and fairness checks will be conducted to identify and mitigate any potential bias.
7. Sustainability
JFrog’s AI development principles will strive to minimize the environmental impact of our AI technologies and consider their long-term effects on the planet.
8. Governance
JFrog carefully selects our third-party AI vendors to ensure a commitment from the vendor that they will forgo using JFrog and JFrog customers’ content to develop, train, and fine-tune vendor models.
