Questioning AI

29 October 2026
Autumn 2026

Chris Steele FCOptom, Clinical Editor of Acuity, on how we can make the most of AI

There has never been a more exciting time to be an optometrist. Artificial intelligence (AI), advanced imaging and increasingly sophisticated decision support tools are giving us access to information that previous generations could only have imagined. An interesting question is not “What can technology tell us?” but “What can we do with what it tells us?”

Our feature on Clinical courage explores the growing risk of algorithmic dependence. AI can flag abnormalities, analyse images and support referral decisions, but it cannot take responsibility for the patient in front of us. As Fiona Buckmaster MCOptom puts it: “AI cannot tell you the truth. It can only tell you a prediction of what it has determined is likely to be true.” That distinction matters.

Clinical judgement therefore becomes increasingly important, rather than less so. Kyla Black MCOptom describes it as a professional “spider sense” – recognising when something does not quite fit and having the confidence to investigate further. But judgement is not simply innate. It develops through knowledge, experience, reflection, feedback and education.

The same principle applies when technology gives us more things to see. 

Our feature on overdiagnosing examines how increasingly sensitive imaging can create clinical challenges as well as opportunities. Optical coherence tomography (OCT) has transformed eye care, allowing us to identify structural changes that may previously have gone undetected. But seeing more does not necessarily mean diagnosing more accurately. As College Clinical Adviser Daniel Hardiman-McCartney MBE FCOptom points out, OCT findings need to be interpreted alongside image quality, biological variation and the patient’s wider clinical picture. An AI image is a finding, not a diagnosis.

An AI image is a finding, not a diagnosis

That makes the timing of the College’s new Clinical Learning in Practice approach particularly interesting. As the profession becomes more technologically sophisticated, future optometrists need to learn not only how to use new tools, but how to question them, interpret their outputs and integrate them into sound clinical reasoning.

And then there is the patient. Our feature on communication is a useful reminder that even the most sophisticated technology cannot replace a good conversation. Understanding why a patient has attended, how their symptoms affect their life and what concerns them provides clinical information that no scan can supply. As Dr Sandeep Dhallu MCOptom explains, getting to know the patient “allows you to understand what’s happening with their eyes and how it’s affecting their life”.

Perhaps that is the real challenge – and opportunity – facing modern optometry. We should embrace technology when it improves care, welcome imaging that helps us detect disease earlier and develop AI literacy rather than AI fear. 

But we also need education that prepares clinicians to question technology, interpret its outputs and apply them in the context of the individual patient.

The goal, however, is not to create better technicians. As James Wolffsohn FCOptom puts it: “AI will be part of everyday practice, but we’re training clinicians, not technicians.”

That distinction may prove more important than any algorithm.

Chris Steele BSc FCOptom DipTp(IP) DCLP DipOC

Clinical Editor

Chris Steele FCOptom is the Clinical Editor of Acuity. He was formerly Consultant Hospital Optometrist and Head of Optometry Services at Sunderland Eye Infirmary for 30 years, where he established the Optometry Department in 1994.

Email: chris.steele@college-optometrists.org

Image credit | Caroline Andrieu

Related further reading

The College of Optometrists has responded to the GOC consultation on the proposed updated statement on testing of sight and proposed supervision and delegation standards.

The GOC’s findings indicate strong patient satisfaction with eye care services but identifies that registrants have concerns that commercial pressures could potentially impact their ability to deliver the best possible care to patients, as well as affecting their wellbeing.

During a busy September, the College travelled around the UK to meet excited first-year optometry students as part of its 2026 student roadshows.