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Assessing future AI Expertise: Introducing AI Orientation

Whitepaper exploration webinar

Introducing AI Orientation

Beyond AI literacy in recruitment and development

In this webinar, Ben Williams, Chief Scientist at Unseen, dives into our whitepaper, Beyond AI Literacy, which introduces the concept of AI Orientation. He explores why assessing today’s AI skills is not enough, and how understanding people’s motivations, confidence and boundaries can inform hiring and development.

Who should watch

People responsible for hiring, assessing or developing talent as AI changes how we work.

What we discuss

How the whitepaper’s approach can help you assess AI readiness beyond current technical skills.

An example from the whitepaper

Understand why people approach AI differently

People with similar AI skills may need different support. AI Orientation explores the dispositions, motivations, attitudes, values and beliefs behind their approach. Open a statement to see how this could shape a development conversation.

“I don’t think I can learn this.”
Confidence in learning

Willingness and self-belief are not the same.

Someone may want to use AI but doubt their ability to learn. A supported, manageable task could be more useful than asking for greater enthusiasm.

A useful starting point: what feels difficult, and what have previous learning experiences shown?

“I can’t see the point.”
Motivation for AI

Find the purpose, not just the enthusiasm.

Someone does not have to find AI fascinating to have a reason to use it. Explore whether an appropriate application could help them achieve an outcome they value.

A useful starting point: what real problem could AI help with, and what would the trade-offs be?

“I disagree with how it is used.”
Values and beliefs

A concern is not automatically a development need.

An objection might relate to one application, a supplier or a settled ethical principle. Understand its scope before assuming that more training will change it.

A useful starting point: which uses feel unacceptable, and would any safeguards address that concern?

Illustrative development conversations from Beyond AI Literacy. These are starting points for discussion, not an assessment or a diagnosis.

What you’ll take away

A more useful view of AI readiness

Understand what sits behind AI use

Distinguish technical capability from motivation, self-belief and ethical boundaries, without reducing people to an enthusiasm score.

Build on your existing assessments

Explore what personality questionnaires already cover, and where structured interviews and tailored exercises can add evidence.

Make development more personal

Identify the conversation each person needs, while keeping assessment grounded in what their role actually requires.

Ben Williams with a key quote from Unseen’s Beyond AI Literacy whitepaper
Before you watch

A few practical details

Who is this webinar for?

Talent acquisition, HR, assessment and learning and development professionals who want to understand how people approach AI at work.

Do I need technical AI expertise?

The focus is psychology and its practical use in recruitment and development, rather than a demonstration of specific AI tools.

Watch on-demand

Register to access the recording
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Assessing future AI Expertise: Introducing AI Orientation | Unseen Group