AI Engineering Tools

AI Media

AI Media Generation Troubleshooting

A symptom-to-fix guide for common AI image, video, and prompt failures such as distortion, flicker, morphing, drift, and overload.

12 matching terms

Image problems

Anatomical distortion

Anatomical distortion

Symptom

Hands, limbs, joints, or facial features are generated with implausible structure.

How to fix it

Simplify the pose, specify visible body parts, and add precise negative constraints.

Prompt fragment

natural anatomy, clearly visible hands, five fingers on each hand, no merged limbs

Image problems

Duplicate objects

Duplicate objects

Symptom

The generator repeats a subject, accessory, or body part without being asked.

How to fix it

State the exact quantity and remove competing descriptions of similar objects.

Prompt fragment

exactly one person holding one red umbrella, no duplicate objects

Image problems

Text artifacts

Text artifacts

Symptom

Letters appear misspelled, malformed, or replaced by random symbols.

How to fix it

Generate a clean text-free area and add typography in a dedicated design tool when accuracy matters.

Prompt fragment

clean blank sign with no text, empty space reserved for typography

Image problems

Unwanted subject cropping

Unwanted subject cropping

Symptom

Important parts of the subject extend beyond the frame.

How to fix it

Request a wider shot, more surrounding space, and the full subject inside frame.

Prompt fragment

full-body shot, entire subject visible, extra space around the edges

Image problems

Muddy detail

Muddy detail

Symptom

Textures and small features look smeared, soft, or indistinct.

How to fix it

Reduce competing style terms and request focused, material-specific detail.

Prompt fragment

sharp fabric weave and metal edges, controlled detail, natural texture

Video problems

Flickering

Flickering

Symptom

Brightness, color, texture, or detail changes rapidly between frames.

How to fix it

Request temporal consistency, stable exposure, and fewer simultaneous changes.

Prompt fragment

stable exposure and color, strong temporal consistency, no flickering

Video problems

Morphing

Morphing

Symptom

Faces, bodies, or objects melt, merge, or transform during motion.

How to fix it

Use simpler motion, stable references, and explicit shape-preservation constraints.

Prompt fragment

preserve object shape and facial structure, no morphing or merging

Video problems

Identity drift

Identity drift

Symptom

A character's face, hair, age, or clothing gradually changes across frames.

How to fix it

Repeat stable identity traits and use one strong reference image when supported.

Prompt fragment

same facial features, hairstyle, age, and clothing throughout the shot

Video problems

Background warping

Background warping

Symptom

Walls, horizons, furniture, or scenery bend and shift unnaturally.

How to fix it

Reduce camera complexity and request stable geometry and fixed environmental anchors.

Prompt fragment

stable architecture, fixed horizon, no background warping

Video problems

Object disappearance

Object disappearance

Symptom

Visible objects vanish, reappear, or change count without narrative cause.

How to fix it

Name essential objects and state that they remain visible for the full shot.

Prompt fragment

the red suitcase remains visible beside the character throughout the shot

Video problems

Camera jitter

Camera jitter

Symptom

The frame vibrates or shifts even though a smooth or static camera was requested.

How to fix it

Specify a locked or stabilized camera and only one deliberate camera move.

Prompt fragment

locked stabilized camera, one smooth dolly movement, no jitter

Prompt problems

Prompt overload

Prompt overload

Symptom

Too many subjects, styles, actions, and constraints compete for limited generation capacity.

How to fix it

Keep one primary subject, one visual direction, and a small number of essential constraints.

Prompt fragment

one subject, one clear action, soft studio lighting, simple background