Pufferfish / Three research groups

Investigate intelligence.
Follow the evidence.

Pufferfish Research Group brings together three research groups: Artificial Intelligence, Embodied Artificial Intelligence and Symbiotic Artificial Intelligence.

Current public manuscripts belong to the Artificial Intelligence group. The Embodied AI and Symbiotic AI groups are developing their research directions. Each group has its own page and scope within the shared website.

Our research groups

AI / Current research

Pufferfish Artificial Intelligence Research Group

Research on artificial intelligence, with current public work examining its infrastructure, financing, technology adoption and wider systems.

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EAI / Developing research direction

Pufferfish Embodied Artificial Intelligence Research Group

A developing research direction for studying how artificial intelligence can perceive, act and learn through physical systems. Its proposed scope includes robotics and interaction with the physical world.

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SAI / Developing research direction

Pufferfish Symbiotic Artificial Intelligence Research Group

A developing research direction for studying how people and intelligent systems can work together. Its proposed scope includes human–AI interaction, shared decision-making and the design of collaborative systems.

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Research perspectives

Intelligence

Investigate AI capabilities, technological change and the assumptions behind adoption.

Infrastructure

Examine the hardware, energy, deployment and capital that make AI possible.

Impact

Study how AI interacts with markets, institutions, geopolitics and society.

Publications & reports

Public research

Read individual publications, follow a research series, and inspect the source documents and supporting materials where provided. Each publication carries its own topic, document type, status and access information.

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Commercial reports

Commercial reports offer a focused analytical perspective on a defined subject. They are listed separately, with release availability and purchase information for each title. Public research remains accessible independently.

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The first research series

Oracle & AI infrastructure

The Artificial Intelligence group’s first series uses Oracle as a case to connect AI infrastructure, technology adoption, financing and geopolitical constraints. It is one subject within a broader artificial intelligence research agenda.

Read the Oracle series