Insights from the blog

Learn about AI and how it can help your work, from basics to expert advice.

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AI for Knowledge Extraction
Language Models
Business Insight
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AI Tools and Technologies
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AI Fundamentals

Unhiding Knowledge: Combining AI Tech to Re-Imagine Knowledge Sharing

Exploring how AI technologies can transform knowledge management by unhiding valuable insights from vast data, facilitating sector-wide knowledge and support systems.

Using AI to Enhancing Knowledge Translation

Large Language Models revolutionize knowledge dissemination, providing tailored insights for professionals, especially in the WASH sector, through advanced information processing. Their effectiveness, however, requires careful, ethical use to ensure data integrity and relevant, reliable knowledge translation.

Advancing Machine Translation for Robust and Inclusive Knowledge Sharing

Looking at two recently research papers on Machine Translation, this article synthesizes key advancements in machine translation as applied to Large Language Models (LLMs). Combining insights from cross-lingual supervision with techniques for improving translation faithfulness, we explore the significance of these developments for organizations aiming to democratize knowledge.

Knowledge Platforms - Addressing Bias, Embracing Diversity, and Capturing Tacit Wisdom

This article examines the challenges and opportunities in the humanitarian and development sector's knowledge platforms. Highlighting biases and limitations in conventional knowledge bases, it emphasizes the importance of incorporating diverse perspectives, capturing tacit wisdom, and leveraging AI. The piece also outlines strategies for making knowledge platforms more inclusive, responsive, and locally relevant.

AI is just a tool, or is it?

This opinion piece explores the impact of AI beyond its conventional perception as a tool, focusing on its transformative effect on jobs and education. It calls for a revised educational approach to prepare for an AI-driven future, emphasizing creativity and problem-solving over routine tasks

AI shaping Humanity by Yuval Noah Harari

In an article by The Economist, "Sapiens" author Yuval Noah Harari explores the profound potential impacts of AI on human civilization, touching on themes of storytelling, intimacy, cultural dominance, illusions, and the urgent need for regulation and transparency.

GIS Meets Large Language Models: A New Era of Spatial Analysis

Exploring the integration of Large Language Models (LLMs) into the Geographic Information System (GIS), leading to the development of Autonomous GIS. It discusses the potential of this integration to revolutionize spatial analysis, making it faster, easier, and more accessible.

A Brief on Transformers and Their Evolution

Transformers have revolutionized AI, specifically in Natural Language Processing (NLP). Their adaptability has led to their use in multimodal tasks, far beyond NLP. With further advancements in tooling and accessibility, coupled with the popularization through chatbots, Transformers continue to dominate. Alongside, Diffusion models emerge as a new force in image generation.

The Transformative Impact of Multimodal Models on AI Applications: A Deep Dive into Technical Support

Exploring the transformative impact of multimodal models on AI applications, particularly in technical support. It discusses how these models, which can process and integrate multiple types of data, can provide more comprehensive and intuitive support to users. The post also highlights a case study of the MultiModal-GPT model, which demonstrates the potential of multimodal models in maintaining continuous dialogues with humans and effectively understanding and describing images.

Data Analysis 101

Master the essential principles of data analysis, equipping yourself with the fundamental skills to extract valuable insights from raw data.