When a Profile Photo Becomes Raw Material

A profile photograph once appeared to be a relatively simple exchange.

A person shared an image so others could recognise them, assess attraction and decide whether to begin a conversation.

Generative AI has complicated that exchange.

An ordinary photograph can now be copied, altered, placed into a fabricated scene or used to create convincing sexualised material without the knowledge or consent of the person depicted.

This does not mean every photograph will be misused.

It does mean that platforms built around personal imagery should reconsider whether broad exposure remains the only reasonable starting point for meeting someone online.

An ordinary photograph can carry new risks

On 28 July 2026, Australia's eSafety Commissioner warned that the rapid development and accessibility of AI tools had increased the risks associated with sharing photographs and videos online.

The warning focused specifically on school communities.

Between January and March 2026, eSafety received more than 100 reports concerning anonymous accounts targeting schools and school staff. Almost all involved imagery taken from school websites or social media accounts and reused in AI-generated videos, face swaps, memes or fabricated stories.

Children and school communities deserve particular protection but the underlying design lesson extends beyond schools.

Once an identifiable image is made available to a broad audience, the person depicted may have little control over who copies it, where it travels or how it is modified.

The Office of the Australian Information Commissioner also recognises photographs as personal information when a person's identity is clear or can reasonably be determined.

A profile photo is therefore not merely decoration.

It is personal information, a source of identity and, increasingly, potential input for automated tools.

Consent to display is not consent to transform

Someone may willingly upload a photograph to a dating platform.

That choice does not mean they consent to the image being:

• copied into another account;
• used for impersonation;
• matched to profiles elsewhere;
• altered into a fabricated video;
• sexualised through a nudifying tool;
• or retained and redistributed after the original profile is removed.

The difficulty is that consent is often treated as a single event.

A person accepts the upload prompt, and the platform assumes the issue has been resolved.

But meaningful consent should also consider purpose, audience and continued control.

eSafety's current guidance asks organisations to consider why an image is being published, who can access it, what identifying details accompany it and whether the same objective could be achieved with less exposure.

Those are valuable questions for dating platforms too.

Dating creates a particular privacy tension

Physical attraction matters in dating.

Removing photographs from the earliest stage does not remove the importance of appearance, nor should platforms pretend otherwise.

But dating services frequently ask people to share identifiable images with a large pool of strangers before trust, mutual interest or even a conversation exists.

That creates a difficult imbalance.

The image is exposed immediately, while the person viewing it may still be anonymous, unverified or entirely unknown.

Even where a platform prevents direct downloads, an image displayed on a screen may still be captured or reproduced. Technical controls can reduce misuse, but they cannot guarantee that personal imagery will remain within its intended context.

This makes the sequence of disclosure important.

The question is not simply whether members are permitted to upload photographs.

It is whether the platform has considered when personal imagery becomes necessary, who should receive access and what control the person retains afterwards.

Data minimisation should include images

Australian privacy guidance states that organisations should take a data-minimisation approach and collect only personal information that is reasonably necessary for their functions or activities.

That principle should apply to product design, not only legal documentation.

Before requesting a photograph, a platform should be able to explain:

• why the image is necessary at that stage;
• whether it must be visible to everyone;
• how copying or reuse is discouraged;
• how long the image is retained;
• whether the member can withdraw it;
• and whether a less identifying alternative could serve the same purpose.

The safest personal information is not always the information protected by the most complicated security system.

Sometimes it is the information that was never exposed unnecessarily.

Odasiti's approach

Odasiti is being developed without personal profile photographs or videos.

Members initially meet through private profile identities and avatars. They learn about one another through compatibility activities and a progressive pathway that allows both people to decide whether the connection should continue.

Appearance is not removed from dating.

It enters the journey through an in-person reveal when both members have mutually chosen to progress.

This approach cannot prevent every form of image misuse.

Members may have photographs available through other websites, social platforms or public sources. An avatar does not make someone anonymous everywhere, and no platform can guarantee complete protection from generative AI abuse.

The objective is more measured.

Odasiti does not require members to expose personal imagery to a broad pool of strangers simply to participate in discovery.

That reduces one source of avoidable exposure while also creating room for personality, values and communication to emerge first.

Privacy expectations must evolve with the technology

Generative AI has changed what can be done with an ordinary photograph.

Platform design should change with it.

Dating services do not need to respond with panic or imply that every profile image is destined for abuse.

They should respond by treating photographs as sensitive pieces of identity rather than disposable interface content.

That means providing clearer choices, reducing unnecessary visibility and reconsidering whether appearance-first discovery should remain the default.

A profile photograph may still help people recognise and assess one another.

But it is no longer only something to be viewed.

It can also become raw material.

Responsible platforms should design accordingly.