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Discovery at Nesta

Nesta’s Discovery Hub scans for emerging trends, promising technologies and interventions

Tom Willcocks in Discovery at Nesta

Planning an automated horizon scanning process

We introduce our upcoming work on an automated…

Adeola O in Discovery at Nesta

Songs of change: data reveals how musicians advocate for the environment

Karlis Kanders in Discovery at Nesta

Building an AI chatbot with Streamlit and OpenAI’s GPT-4 to drive engagement with online content

Rosie Oxbury in Discovery at Nesta

Image of a child using VR goggles

Using machine learning to discover innovations that can boost child development

Karlis Kanders in Discovery at Nesta

How to evaluate large language model chatbots: experimenting with Streamlit and Prodigy

Kostas Stathoulopoulos in Discovery at Nesta

How to build an early-years activity recommender with retrieval-augmented generation, GPT-4 and Pinecone

Kostas Stathoulopoulos in Discovery at Nesta

How to use GPT-4 and OpenAI’s functions for text classification

Karlis Kanders in Discovery at Nesta

Screenshot of a Whatsapp app screen, showing an example of the user asking “Activities about the solar system” and the chatbot answering with ideas for conversations such as “Planet talk” and “Planet Facts”

Combining WhatsApp with large language models: prototyping with Twilio and Flask

Kostas Stathoulopoulos in Discovery at Nesta

Using Streamlit and GPT-4 to prototype a web app for suggesting personalised early-years activities

Laurie Smith in Discovery at Nesta

In praise of “boring innovation”

How dull can change the world

Discovery at Nesta

Nesta’s Discovery Hub scans for emerging trends, promising technologies and interventions

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