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AI for good: How you can help Candid Labs empower nonprofits 

Candid

Benchmarks created to assess the performance of AI tools compared with humans on tasks such as image classification, visual reasoning, and English understanding show the gaps narrowing. As of May 2024, the MMMU benchmark , which evaluates responses to college-level questions, scored GPT-4o at 60%, compared with an 83% human average.

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How To Troubleshoot Your Fundraising Email

Bloomerang

Here’s what the funnel includes: The universe: This is the group of people receiving your email. The universe size and email targeting At the very top of your funnel are the subscribers you’re sending that email to. Sometimes this is based on targeting or query criteria. Was the call to action obvious enough in the email?

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Data-centric ML benchmarking: Announcing DataPerf’s 2023 challenges

Google Research AI blog

Even many of the standard datasets we use today have been shown to have mislabeled data that can destabilize established ML benchmarks. In this blogpost, we outline dataset development bottlenecks confronting researchers and discuss the role of benchmarks and leaderboards in incentivizing researchers to address these challenges.

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Google Analytics and Benchmarks: HAWK

M+R

Hey data friends, it’s our favorite time of the year, the birds are singing, the flowers are blooming, you can sip your iced coffee outside and read Benchmarks ! TLDR: What’s going on with website data in Benchmarks The transition from UA to GA4 happened mid-year in 2023 (and with it, all of the changes to tracking between the two systems).

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Boost Online Fundraising with Mid-Year Revenue Spikes

NetWits

Even though December is a universally-accepted annual benchmark that signifies conclusion, certain sectors have their own benchmarks that they count on for donation surges. For example, June serves as the annual benchmark for educational sectors, as it denotes the academic year’s end. Non-December Surges.

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Researchers reveal flaws in AI agent benchmarking

InfoWorld

And that’s where benchmarking comes in. Benchmarks don’t reflect real-world applications However, a new research paper, AI Agents That Matter , points out that current agent evaluation and benchmarking processes contain a number of shortcomings that hinder their usefulness in real-world applications.

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Pinterest Nonprofit Benchmarking with Pinerly

Beth's Blog: How Nonprofits Can Use Social Media

I was curious about what I could learn if I did an informal benchmark study of a few nonprofit Pinterest users. Universal human themes appear to spark engagement. Have you benchmarked this data against other similar types of nonprofits? Infographic: How Does Content Curation Fit Into the Nonprofit Content Mix?

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