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

John Kenyon

They may associate words like “fantastic” and “great” more with white-sounding names versus Black-sounding names. Feed the system explicit instructions and examples displaying equitable behavior. Researchers have consistently found LLMs exhibiting dangerous biases along racial lines. Humans must apply an equity lens.

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Good CEO, Bad Call—How to Recover

.orgSource

Review the instructions you wrote to yourself. This sounds simple but try it when 20 bigshot volunteers are breathing down your neck because you made them look human. Uncovering an issue that’s silently creeping through your organization demonstrates your control over the situation. Breathe If your worst nightmares prove to be true.

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5 Corporate Philanthropy Roadblocks—and How to Solve Them

EveryAction

Sounds like a win-win situation, right? Since, again, the process can differ greatly from one company to another, it’s important to provide donors with step-by-step instructions specific to their employer whenever possible. This typically involves donations of money, time, and/or resources from corporations to charitable causes.

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Be Part of the 2024 M+R Benchmarks Study!

M+R

The rules are simple: We’ll provide detailed instructions outlining the data you’ll need to pull. This sounds like a lot of work (and it is! We rely on data and survey responses from a wide range of nonprofits, and we hope you’re game to join us for this coming year. Mostly for us!), but it really is more fun than a barrel of monkeys.

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Getting from “no” to “yes” for climate justice

Candid

Though it sounded cynical and harsh, it also rang true. Our new guide provides helpful and instructive case studies to illustrate how other funders have taken such steps. . A philanthropy insider once shared during a presentation that foundations develop guidelines so they know to whom to say “no.”

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To bot or not to bot: Using generative AI in grantwriting

Candid

Is it statistically sound? Perhaps the question we should be asking instead is: How can we use these tools to create efficiencies and enhance our work? What you get out: Always validate content generated by AI at every level. Is it grammatically correct? Is it accurate? Is it up to date?

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Removing cost as a barrier to nonprofit training 

Candid

Candid’s training offerings provide detailed instruction to help you build skills in fundraising, grant writing, nonprofit management, and more, and they are designed to serve different levels of expertise. Creating a Sound Proposal Budget. Some of our most highly attended classes include: Introduction to Finding Grants.

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