― Week Two | Day 8 ―
On Bias
Intro: This week, we will explore more functionalities of GenAI to augment your and your team's skills. Over the next few days,, when we ask your GenAI tool to assume “human roles,” we introduce the potential for bias. Although AI, like other technologies, may appear neutral and objective, it is susceptible to bias because it internalizes our present reality, operating on parameters that reflect our failings and blind spots.
But we can’t function under fear! By promoting equitable access to AI and other emerging technologies, we can begin to counter these biases. Moreover, continuing to address these concerns can help prevent the development of pro-innovation bias, which is a tendency to favor invention without identifying potential weaknesses.
Thought Leaders:
- Trooper Sanders was CEO of the former Benefits Data Trust and is a member of the National Artificial Intelligence Advisory Committee and a special advisor to the American Bar Association Task Force on Law and Artificial Intelligence.
- Elham Tabassi was NIST Chief AI Advisor and creator of the NIST Trustworthy AI Program. The NIST framework is recognized and utilized for its thoughtful explanation of various types of bias and guidance on addressing the bias that leads to suboptimal or even harmful results.
GenAction: Ask your tool to explain concerns of bias when using GenAI and what considerations should be made to monitor bias in its output.
Grit and Growth Guide: Grit and growth mindset better enables you to adapt to and overcome ever-changing obstacles and barriers, including navigating artificial intelligence. Rather than turn away from the bias and harm perpetuated by AI, we can help these innovations reach their full potential by combating these concerns and mitigating future complications.
Reflection: What surprised you? What do you want to keep exploring? What may be valuable for you? What isn’t?
Explore your own thoughts and experience about today’s GenAI journey with the following self-prompts: “I like…,” “I wish…,” and “I wonder…”