Technology for Good

A therapist consults with a client in a contemporary office, focusing on mental health.

Avoiding the AI Black Box: The Crucial Role of Domain Expertise

Artificial Intelligence is transforming fields like sustainability, healthcare, and governance. However, the “black box” effect presents a persistent risk. As highlighted in NuSocia’s recent “Sustainable AI: Solving Environmental Problems Responsibly” webinar, developing or deploying AI models without deep domain expertise…

Read MoreAvoiding the AI Black Box: The Crucial Role of Domain Expertise
Developer working remotely, coding on a laptop with phone in hand, showcasing modern work culture.

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,…

Read MoreAdvantages and Disadvantages of Open Source in the Social Development World

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…

Read MoreThe Hidden Costs of Intelligence: Unpacking the Environmental Footprint of LLMs

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,…

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