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On this pageWhat is happeningTask breakdownRecent changesFor youWhat it means for youWhat you can doHow we knowWhat these rest on
Occupations›Dentist

Get told when a verified record lands on this occupation →

Dentist

Examines, diagnoses and treats teeth and gums with their own hands — and is the occupation where a regulator has cleared AI to find decay on X-rays on the condition, written into the clearance, that a trained dentist makes the call.

dentistHealthcareAssessed 2026-09-24
Tasks automating
0of 6
2 being augmented
Still human-led
4of 6
0 new tasks
Evidence-backed judgements
4of 6
2 verified records
Test this week · first of 3 directions

If your practice uses an AI X-ray tool, read its cleared indications and warnings and note the cases it is not meant for.

See all 3 ↓
26/100
Automation impact indexMedium confidence

This is not a probability of losing your job. It combines how much of the role's task load is exposed to automation with how far adoption has actually gone — useful for comparing occupations on one consistent basis, and for nothing else.

Where this applies

Written for general dentists who examine, diagnose and treat patients. It does not cover dental technicians who make appliances, or dental hygienists and oral health therapists as separate roles, though their supervision appears here. The evidence starts with a regulator's clearance of one AI tool for reading dental X-rays, with performance figures from the manufacturer's own study, and Singapore's law on who may practise dentistry. They show what AI has been cleared to do and what the law keeps for a registered dentist; they do not measure how many practices use such tools. Nothing on this page counts dentists.

What is happening

What is actually changing#

The unit of analysis is the task, not the job title. A role is not replaced — its task mix shifts.

Being augmented×2Still human-led×4

Is this your job? Say so and this page narrows to your share of it.

A job title is a bundle of tasks bought together, and no two people hold the same bundle. Nothing is sent anywhere — it stays in this browser.

Reading dental X-raysBeing augmented✓ Evidence-backedDiagnosing and planning treatmentStill human-led✓ Evidence-backedCarrying out treatmentStill human-led✓ Evidence-backedCharting and clinical recordsBeing augmented≈ Platform inferenceExplaining and reassuringStill human-led≈ Platform inferenceSupervising the dental teamStill human-led✓ Evidence-backed

Read all 6 tasks in full — direction, reasoning and limits →

Recent changes#

Capability2022-05-10Verified 2026-09-24
The FDA cleared AI software that marks suspected tooth decay on bitewing X-rays, on the condition that trained dentists use it and make the diagnosis

The regulator's clearance letter of 10 May 2022 with the device's indications for use and 510(k) summary, read in the full PDF. The software is cleared to aid in detecting and outlining caries on bitewing radiographs, providing additional information for the dentist; it is not intended as a replacement for a complete dentist's review or clinical judgement, should be used only by trained dentists, assists only in detection and not interpretation or diagnosis, and should not be the sole decision-making tool for diagnosis or treatment; final clinical determination is the treating clinician's. The summary reports the manufacturer's own testing: standalone sensitivity 72.0% and specificity 98.1% on 352 images; in a reader study with 13 US-licensed dentists, sensitivity rose from 57.9% unaided to 76.2% aided while specificity fell from 99.3% to 98.4%. It lists limits including decay hidden by restorations, gross decay and endodontic access mistaken for caries. It establishes what one tool may be sold to do and its manufacturer's reported performance; it is not a measure of use in practice, and a capability record moves nothing on this page.

A demo, benchmark or paper shows the task can be done. Updates what the technology can do — not what employers will do.

US Food and Drug Administration — 510(k) K212519, Overjet Caries Assist (clearance letter and summary) ↗Full impact card →
Constraint1999-10-15Verified 2026-09-24
Singapore's Dental Registration Act reserves the practice of dentistry, including radiographic work, to registered dentists with a practising certificate

The Act as published on Singapore Statutes Online, in force since 15 October 1999, read in the current version (2022 revised edition). Section 2 defines the practice of dentistry to include any procedure on and treatment of the teeth, jaws or associated structures; radiographic work in connection with them; administering an anaesthetic for such procedures; and procedures for dentures and dental appliances. Section 29(1): a person must not practise dentistry in Singapore unless the person is a registered dentist and has in force a practising certificate; registered oral health therapists may practise within their prescribed scope, and contravention is an offence. Section 21(4) makes it a condition of registration for several categories of oral health therapist that they practise only under the supervision of a registered dentist, with exceptions including the public service. It establishes who may lawfully do this work in Singapore; it says nothing about the tools a dentist uses or how many dentists there are.

Failure, rollback, regulation or cost is suppressing adoption. Can lower an assessment or widen its uncertainty.

Singapore Statutes Online (Attorney-General's Chambers) — Dental Registration Act 1999, sections 2, 21 and 29, current version ↗Full impact card →
What it means for you

What this means for you#

If you are starting out

If you are starting in dentistry, expect AI to be part of reading X-rays and keeping records from the beginning — cleared tools already mark suspected decay for you. The law and those tools' own conditions keep diagnosis, treatment and responsibility with you, so the skills that matter most are the ones they do not replace: clinical judgement across all the information, and precise hands. Learn where the tools miss — the clearance lists some — as carefully as where they help.

If you are experienced

Your judgement is what the cleared tools are built around: they are allowed to point, not to decide. The dentists these changes favour are the ones who know when to overrule the software and who can supervise a team that uses it, because the law makes you answerable either way.

Your options#

Four directions, each with its real constraints and one thing you can test this week. Continuing as you are is a legitimate choice — it just has to be a chosen one.

Stay and strengthen

Stay in general practice, and use the tools well

Diagnosis and treatment stay with the registered dentist by law, and cleared AI tools make the dentist more accurate at finding decay rather than taking the decision away.

Real constraints

Tools add cost to a practice, and more findings can mean more pressure to treat; the clearance itself warns of false positives.

Test this week

If your practice uses an AI X-ray tool, read its cleared indications and warnings and note the cases it is not meant for.

Reshape the role

Move toward a specialty

Specialties such as oral surgery, endodontics and orthodontics centre on complex judgement and hand skill, and in Singapore the specialist title is itself regulated.

Real constraints

Specialist training takes years and places are limited.

Test this week

Look up the specialist registration requirements where you practise and what training they involve.

Adjacent move

Move into public dental health or clinical governance

Someone has to decide which tools a clinic or health system adopts, check how they perform on its own patients and set the rules for their use — work that needs clinical experience.

Real constraints

These roles are fewer than clinical ones and often sit in larger organisations or the public sector.

Test this week

Find out who in your organisation or health system approves new clinical software, and what they check before approving it.

Common questions#

Will AI replace dentists?

Not in diagnosis or treatment. AI has been cleared to help read dental X-rays — one cleared tool raised the dentists' detection of decay in its manufacturer's study — but its clearance says it assists only in detection, is not a replacement for the dentist's review, and should be used only by trained dentists. Treatment is precise hand work that current machines do not do in routine practice, and in Singapore only a registered dentist with a practising certificate may practise dentistry, including radiographic work.

How long do I have before this job disappears?

We do not answer that with a number of years, and for this occupation there is a signal you can check yourself: what the AI tools in your practice are cleared to do. As long as their indications say they aid a dentist and are not a replacement for the dentist's review, the diagnosis stays yours. Watch for a tool cleared to diagnose on its own, and for any change to who may lawfully practise dentistry where you work.

How accurate is AI at finding tooth decay on X-rays?

For one US-cleared tool, the manufacturer's own study reported that on its own the software detected 72% of decayed surfaces with 98% specificity, and that 13 dentists reading 352 X-rays found 76% of decay with it against 58% without, while their specificity fell slightly from 99.3% to 98.4%. The clearance lists what it misses: decay hidden behind restorations, gross decay, and it can mistake root-canal access for decay. These are one manufacturer's figures on one image set.

Who is responsible if the AI misses something?

The dentist. The cleared tool's own conditions say the final clinical determination is the responsibility of the treating clinician, that the dentist should use all appropriate clinical information, and that the dentist is responsible for reviewing and correcting what the software outlines. In Singapore, practising dentistry at all requires registration and a practising certificate, so the professional answerable for the care is always a named dentist.

How we know

What these judgements rest on#

4 of 6 task judgements on this page are backed by a verified event and 2 are platform inference, each labelled where it appears. Behind them sit 3 technology dimensions, a reconstructed trajectory since language models reached the public, and 2 verified events.

See which technologies, how it got here, and the method →

Other roles in the same function#

A company divides its work into functions before it divides it into jobs. These sit in Core delivery (industry-specific) alongside this one — a fact about org charts, not a judgement that they are similar or that they are changing in the same direction.

Content moderator · Registered nurse · Radiologist · General practitioner / primary care doctor · Care worker / nursing assistant · Counsellor / therapist · Pharmacist · School teacher · Chef / cook · Electrician · Architect · Civil / structural engineer · Journalist · Translator / Interpreter · Retail cashier / shop assistant · Bank teller · Medical assistant / clinic assistant · Waiter / restaurant server · Construction worker · Auto mechanic / vehicle technician · Medical laboratory technician · Physiotherapist / rehabilitation therapist · Firefighter · Police officer · Farmer · Social worker