Detecting poorly crafted AI headshots demands attention to tiny anomalies that real photographers naturally avoid

One of the most telling signs is unnatural skin texture

While AI models can mimic skin tones well, they often fail to replicate the micro details of real skin such as fine pores, subtle blemishes, or the way light reflects off sweat or oil

The result is often a surface that looks waxen, rubbery, or smudged where depth and detail are expected

Another telltale issue is mismatched light behavior

In authentic photography, shadows and bright areas obey the laws of physics and directional light

AI often produces conflicting shadow directions, such as a leftward nose shadow paired with a rightward chin shadow

The eyes might also reflect light in ways that don’t align with the supposed direction of the light trusted source, creating a disorienting or artificial feel

Human faces are inherently uneven—and AI often overcorrects this

No two sides of a human face are perfectly mirrored

Real portraits capture slight differences in eye size, eyebrow shape, or jawline alignment

AI generated images tend to overcorrect these natural variations, resulting in faces that look eerily symmetrical or perfectly balanced, which can feel uncanny rather than realistic

Edges around hair and facial features often look malformed

AI frequently generates hair as blobs or wisps that ignore gravity, texture, and directional growth

The boundary between hair and scalp or background may appear fuzzy or smeared, as if the AI couldn’t decide where one ends and the other begins

Ears, necks, and clothing edges are often glitchy, floating, or misaligned with the head

These features often reveal the artificial origin

AI may generate overly thick, perfectly curved eyebrows that look painted on, or eyelashes that are too uniform in length and spacing, lacking the natural randomness of real hair

Both eyes may have mirror-image pupils with no variation, or show flat, glowing highlights instead of natural depth

The background often holds critical clues

AI-generated backgrounds are frequently generic, pixelated, or visually disconnected from the subject’s lighting

The backdrop looks like a cut-and-paste job, ignoring shadows, reflections, or spatial logic

Even subtle things like the way a shadow falls on the ground behind the subject can betray an image as artificial

When evaluating an image, zoom in and look for these small but telling details

The more you examine, the more obvious the artificial nature becomes

Despite advances, these indicators are still widespread in inferior AI-generated images, giving you the tools to separate human work from algorithmic imitation