Humans + AI > Humans + AI: Resources > Governance and constraints

Governance and constraints

Verify and validate outputs

Always double-check the information generated by AI to ensure accuracy and relevance. Generative AI can sometimes produce misleading or incorrect information.

Beware of AI hallucinations

Keep in mind that generative AI can occasionally create content that seems plausible but is entirely fabricated. Exercise critical thinking to distinguish between fact and fiction.

Source verification

When generative AI provides sources or references, make sure to verify their authenticity and relevance to the topic at hand.

Recognize inherent biases

Understand that all AI models have inherent biases based on the data they were trained on. Be cautious when interpreting AI-generated content and consider potential biases.

AI usage disclosure

Clearly disclose when AI-generated content is used in your work to maintain transparency and ethical standards.

AI-generated content detection

Be aware that content created by generative AI can often be detected, and implement measures to ensure the responsible use of AI in your workflow.

Prioritize human oversight

Maintain an active role in reviewing and refining AI-generated content to ensure that it aligns with your goals and values.

Ethical considerations

Consider the ethical implications of using generative AI in your work, including potential consequences for privacy, fairness, and misinformation.

Continuous learning

Stay informed about the latest advancements, best practices, and limitations in generative AI to ensure responsible and informed usage.

Collaborate and share knowledge

Engage with the broader community to share experiences, insights, and best practices in using generative AI responsibly in individual workflows.