Practical Insights on Generative AI

Generative AI in Development
Generative AI, an advanced segment of artificial intelligence technology, has the potential to significantly improve outcomes for humanitarian organizations. These organizations often operate in complex, resource-limited environments where rapid, informed decision-making can save lives and enhance the efficiency of aid distribution.
- Generative AI can dramatically improve information management during crises to synthesize vast amounts of data—from satellite images to social media posts—into comprehensible reports that can guide response efforts.
- Generative AI can optimize supply chains, predicting and responding to logistical challenges by generating alternative routes or solutions in real-time.
- Generative AI also holds promise in the realm of personalized aid. By analyzing data on individual needs and circumstances, it can generate tailored assistance programs for refugees or personalized educational content for educators and students.
- Generative AI can enhance engagement and fundraising efforts by creating personalized communications for donors and stakeholders, improving communication effectiveness and increasing donor retention and funding.
Generative AI must be used ethically to maintain transparency, consent, and privacy, especially considering the vulnerable populations involved. There must be rigorous standards and guidelines in place to govern the use of AI, ensuring that it serves as a tool for good without exacerbating existing inequalities or undermining human rights.
GenAI Insights in Development
Thankfully, as loyal ICTworks readers, you’ve been on the Generative AI journey for years now exploring how these tools can be used to advance international development objectives.
Please read our ongoing coverage of GenAI in development in these posts:
Large, resource-intensive, general-purpose Generative AI models are causing undeniable harm to the environment, the climate, and communities around the globe.
Small...
I am Mike Meyers and I just published my first custom GPT—a learning advisor designed to guide you through a streamlined version of a process I’ve relied on...
Many nonprofit organizations still lack the resources or support to shape artificial intelligence for public good. OpenAI’s People-First AI Fund aims to change...
The MIT report declaring that 95% of generative AI pilots are “failing” has sent shockwaves through boardrooms and generated countless LinkedIn hot...
I’ve spent the last week grappling with two questions that should keep every development professional awake at night:
Would you accept Dr. AI to treat you...
We need to develop scalable, locally relevant artificial intelligence applications that address pressing national challenges in sectors like healthcare, agriculture,...
Published on: May 01 2025 by Guest Writer - Comments Off on Current Trends and Future Prospects of GenAI in the Public Sector
The public sector is traditionally viewed as a laggard when it comes to adopting cutting-edge technologies. However, a recent comprehensive survey by Oliver...
Published on: Apr 03 2025 by Guest Writer - Comments Off on Exciting Evidence: How GenAI Can Improve Outcomes for Girls
Over the past year, Girl Effect, like many organizations, has been exploring how to best harness the potential of Large Language Models (LLMs) and Generative AI...
Published on: Mar 06 2025 by Guest Writer - Comments Off on 3 Types of Generative AI Risks and Harms in Foundational LLM Models
The rapid proliferation of generative AI foundational large language models has become a double-edged sword, with expansive capabilities on one hand and profound...
Published on: Jan 23 2025 by Wayan Vota - Comments Off on Generative AI Now Proven to Advance Learning Outcomes in Nigeria
We know that students receiving one-on-one tutoring outperform peers who only have traditional classroom instruction. However, individualized learning programs...