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If Racial Equity is Our North Star, How Can We Navigate Racial Bias in AI/LLMs?

John Kenyon

For nonprofits and grantmaking organizations committed to racial equity, using artificial intelligence (AI) and large language models (LLMs) raises important concerns. This training data reflects the racial biases, stereotypes, and disproportionate perspectives of the world where the data comes from. Humans must apply an equity lens.

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EI Helps Teams Use Technology to Fly

.orgSource

Lego is another company that has consistently expanded its business model. They have identified new audiences while remaining true to their core values. Some models are more focused on individuals and others on groups and culture. Provide recognition and compensation that reflect its importance. EI is not a new concept.

Team 221
professionals

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Flat, Tall, or In Between—Is It Time to Evaluate Your Organizational Structure?

.orgSource

You are ready to add new categories of membership, sell products to a different audience, expand programs, or even revise the business model. At Zappos, this arrangement is designed to reflect the company’s values and culture. How do you know that your organizational structure might need retooling?

Structure 251
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Onboarding the Board—Your Opportunity to Promote Peak Performance

.orgSource

The categories that are represented should reflect qualities that directors bring to the board as well as characteristics that will enhance the organization’s growth and development. Enlist your marketing department to craft audience-specific messaging for maximum impact. Preparing a board matrix is a learning experience.

Mentoring 221
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Investigating and Improving the Questions You Ask Grantees

sgEngage

Your application should reflect an awareness of these changes, otherwise you might come across as indifferent to the shifts in society and the sector. Your questions should also reflect your values as a funder. would those questions reflect that funder’s value of equal access? Take it out. Streamline your process!

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Nonprofit Strategic Planning: Ultimate Guide + 7 Examples

Bloomerang

The strategic planning process involves reflecting on your mission to identify your most important goals and determining the strategies you’ll use to reach them. This can help you start defining goals and considering which model strategic plan will best work for your organization.

Examples 117
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Putting the AI in Education: Stepping Toward Generative Artificial Intelligences 

sgEngage

Adaptive learning models can empower teachers to customize instruction for each student’s needs, and students can even personalize a digital tutoring experience. Imagine a coach using an AI to generate a detailed analysis of your best athletes’ movements to help other students learn, model, and improve their own techniques.