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Candid updates its taxonomy with community input 

Candid

Earlier this month, Candid released a new version of its taxonomy, the Philanthropy Classification System (PCS). What are the benefits of Candid’s updated taxonomy? These additions to Candid’s updated taxonomy include Universities and colleges , Hospitals , and Fiscal sponsors. What does it take to update Candid’s taxonomy?

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What’s Under the Rug? Why Your Association’s Data Needs a Deep Clean Before AI Moves In 

.orgSource

Establish a taxonomy and stick to it. Consistent standards prevent the same issues from creeping back under the rug. Standardize Metadata and Tagging AI relies on structured content. Clean, consistent tags help it identify patterns, recommend content, and automate workflows. Don’t Forget Content That member resource library from 2007?

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Crisis, Climate And Conflict Drove Disaster Philanthropy

The NonProfit Times

New Data from the Center for Disaster Philanthropy (CDP) while it is not record-level funding, it was the third highest amount since the nonprofit started reporting such data in 2014. Overall giving to disasters worldwide totaled $1.7 billion, according to CDP data.

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How people secured their secrets before encyption

Fast Company Tech

As their work expanded, they began constructing a taxonomy of letterlocking, creating a periodic table-style diagram categorizing the combinations of folds, insertions, holes, and adhesives used to secure letters. In 2012, they established the Unlocking History Research Group, which grew to include dozens of other researchers.

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De-silo your nonprofit workplace

NTEN

Financial resources should be allocated and optimized according to the programs’ taxonomy. Budgets reflect an organization’s priorities, and since programs are the entire reason the organization exists: Finance must shape the budget to reflect how programs operate.

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The shift from talent intelligence to work intelligence  

Fast Company Tech

Why TIPs were never the full solution Many companies have invested in TIPssystems that identify emerging skills by analyzing job postings and creating “living taxonomies” to inform talent practices. While valuable as a first-generation approach, TIPs suffer from a fundamental limitation: They’re inherently reactive.

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The bitter lesson of misuse detection

The AI Alignment Forum

The Guardrails AI Index is a publicly available benchmark that evaluates supervision systems on a range of misuse and failure scenarios, including jailbreaking, PII exposure, content moderation, topic restriction, hallucination, and others.

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