Technology

AI’s Role in Digital Skilling: Complicating Requirements and Expanding Access

The global conversation around skilling has increasingly focused on the digital sphere, with governments, corporations, and educational institutions championing new training platforms and tools. However, a critical question remains: are these initiatives truly reaching those who need them most? The…

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Advantages and Disadvantages of Open Source in the Social Development World

Open source has emerged as more than just a technology movement – it represents a philosophy of collaboration, transparency, and democratized access to knowledge. In the social development world, where organizations operate at the intersection of scarce resources, urgent needs,…

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The Pillars of Data-Driven Impact: Collecting the Right Data, at the Right Time, in the Right Amount

In the world of social development, data is the bedrock of informed decision-making. Yet, we’ve all seen projects where mountains of data are collected, only to sit unused in a forgotten spreadsheet. The true power of data isn’t in its…

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The Hidden Costs of Intelligence: Unpacking the Environmental Footprint of LLMs

Large Language Models (LLMs) have ushered in a new era in artificial intelligence. Their capabilities – ranging from understanding and generating human-like language to performing tasks like translation, summarization, content creation, and complex problem-solving – have transformed how industries operate…

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Integrating AI into Evaluations: Building a Smarter, Ethical, & More Inclusive Framework of Measurement

AI is a powerful ally in evaluation, best used to handle repetitive tasks like data cleaning and pattern recognition. However, it is just that, an ally alongside a sharp evaluator. AI cannot replace human insight—critical for interpreting data within ethical,…

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