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Imitation learning uses demonstrations as a starting point for learning behaviour.

A worker’s first-person recording could show a task from a useful angle.

A chatbot produces an answer.

Embodied intelligence concerns how an intelligent system perceives and acts through a body in an environment.

What would a working day look like from the position of the person doing the job? First-person streaming could turn a careers introduction into a live,…

A visiting technician may encounter equipment that needs knowledge held somewhere else.

A wildlife expert notices things that a casual visitor may walk past.

A researcher describing an Arctic landscape can explain it differently when pupils can see the same scene.

An underwater view can be difficult to interpret from a short clip.

A project model shows what the team expects; a live site view shows a particular part of what is there.

When a vessel is overseas, deciding who should travel can be a project in itself.

A turbine inspection may involve expertise spread across several organisations.

Moving a specialist offshore can require substantial planning.

A specialist’s working day can disappear into travel.

A virtual mine rescue exercise could place a training team around the same unfolding situation without recreating a real emergency.

A specialist who understands a machine may be far from the mine where it is installed.

Underground emergencies can involve limited visibility and incomplete information.

A photograph of mining equipment captures one angle at one moment.

An expert demonstration contains more than a sequence of movements.

Teaching a virtual robot could turn an abstract discussion about AI into something pupils can inspect.