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The Frontier Technologies Hub
The Frontier Technologies Hub
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Pilots
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Pilot Portfolio
FCDO Pioneers
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Beyond the Hype
Reports
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LLMs in International Development - A Recipe for Success?
Pilot learnings Frontier Tech Hub 21/02/2025 Pilot learnings Frontier Tech Hub 21/02/2025

LLMs in International Development - A Recipe for Success?

Have you ever tried a recipe box for cooking? We’ve developed a similar, recipe-based approach for using our LLM tool, to help users understand what’s possible when creating a knowledge product.

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A community of practice to explore using LLMs in knowledge management
Pilot learnings, News Frontier Tech Hub 13/11/2024 Pilot learnings, News Frontier Tech Hub 13/11/2024

A community of practice to explore using LLMs in knowledge management

A blog piece by FCDO Pioneer Seb Mhatre outlining the future of LLMs in knowledge management for international development, arguing that the creation of a community of practice is needed.

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LLMs to improve decision making in development - what do future users want?
Pilot learnings Frontier Tech Hub 23/08/2024 Pilot learnings Frontier Tech Hub 23/08/2024

LLMs to improve decision making in development - what do future users want?

This blog post by FCDO Pioneer Robert Phillips explores some of the results of user engagement surrounding the pilot 'Using LLMs as a tool for International Development professionals'.

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The final piece in our technical learning journey: LLMs for international development
Pilot learnings Frontier Tech Hub 16/08/2024 Pilot learnings Frontier Tech Hub 16/08/2024

The final piece in our technical learning journey: LLMs for international development

Read the final installation of a three-part series about the journey and learnings from our pilot AI as a tool for International Development professionals. This article discusses the UI development for the tool and directions for further improvement and scaling.

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The next stage of LLMs: retrieval systems, models and prompt engineering
Pilot learnings Frontier Tech Hub 16/08/2024 Pilot learnings Frontier Tech Hub 16/08/2024

The next stage of LLMs: retrieval systems, models and prompt engineering

Read the second installation of a three-part series about the journey and learnings from our pilot AI as a tool for International Development professionals. This part explores the building of effective retrieval systems and prompt engineering.

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The technical challenges behind building an LLM platform for international development
Pilot learnings Frontier Tech Hub 09/08/2024 Pilot learnings Frontier Tech Hub 09/08/2024

The technical challenges behind building an LLM platform for international development

Read the first installation of a three-part series about the journey and learnings from our pilot AI as a tool for International Development professionals. This blog focuses on the preparation of the data and the approach taken by the team.

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AI as a tool for International Development professionals
Pilot learnings Frontier Tech Hub 17/06/2024 Pilot learnings Frontier Tech Hub 17/06/2024

AI as a tool for International Development professionals

Learn more about the idea behind our pilot ‘Using LLMs as a tool for international development professionals’ in this piece by Seb Mhatre, FCDO pioneer.

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