The Phosphene journal
Practical AI image and video guides
Workflows, prompts, and tools for your next image or video.
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115 articles · Page 9 of 10
Fast AI Image Models Are for Decisions, Not Final Art
How to use low-latency image models for visual prototyping, creative direction, and cheaper iteration before spending on high-control final generations.
Character Consistency Is a System, Not a Prompt
How to keep an AI character recognizable across outfits, expressions, images, and short videos without relying on prompt luck.
Image-First Video Workflow for AI Ads
A practical image-to-video workflow for making short AI ads more controllable before sending them into video generation.
Building Consistent AI Video: A Storyboard-First Workflow
Faces drift, outfits mutate, and characters multiply across cuts. Here's a hybrid Wan 2.2 + LTX 2.3 workflow that locks character identity from storyboard to final render — with ID-LoRA lip sync.
Which AI Video Model Keeps Characters Consistent?
A same-prompt, same-image comparison of PixAI V4, Runway, Vidu Q3, Grok, and ByteDance Happy Horse for anime video character consistency. Spoiler: motion quality and identity preservation are not the same tradeoff.
Face Consistency in AI Image Generation: The FLUX.2 Approach
FLUX.2 Klein with the Enhancer module locks character identity across angles, outfits, and scenes without the grid-collage hack. Here is how the multi-reference identity fix, NVIDIA PiD, and a VLM prompt pipeline change the AI influencer workflow.
Ideogram 4 Safety Filter and Text Rendering: What Actually Works
Why Ideogram 4 blocks some harmless image prompts, where its text rendering is genuinely useful, and how to build more reliable poster and layout workflows.
The Image-First Pipeline: How to Build Consistent AI Characters for Video
Character consistency breaks the moment you switch from images to video. Here's a two-step workflow that locks your design first, then animates it.
Krea 2's Two-Pass Pipeline: Making AI Images That Don't Look AI
A guide to Krea 2 architecture and two-pass sampling for photorealistic results that shed the artificial look.
The Modular AI Anime Pipeline: Build Productions Like Model Kits
What if producing an AI anime short felt like snapping together a plastic model kit? A modular approach where characters, backgrounds, music, and lip sync are interchangeable components you assemble and reuse.
How to Use HiRes Fix for Sharper AI Character Images
A practical guide to using HiRes fix for crisp, detailed character images at high resolution without the blur.
How to Create AI Art from a Text Prompt Online — Step-by-Step
Learn how to turn a text prompt into stunning AI-generated art online, without installing anything. This step-by-step tutorial walks you through the full process using Phosphene.