Loading video...

Video Failed to Load

There was a problem loading this video. This could be due to a temporary network issue or the video might be unavailable.

Testing out character consistency in Kling 3.0. Tried keeping a single protagonist locked across completely different environments, from a morning routine setup to an office building entry. The subject-binding on clothing transitions is getting impressive. Check out the full prompt and story board below

FATHELA ESQ

56,046 subscribers

36,146 views • 2 months ago •via X (Twitter)

Science & Technology Gaming

Anya Rossi• Live Now

Private livecam show

0 Comments

No comments available

Comments from the original post will appear here

Related Videos

Hot take: Kling 3.0 quietly killed the entire ‘talking head’ AI workflow.🔥 We just stress-tested Kling 3.0 and the lip sync is ridiculous. Ran a Deadpool scene + a few celebrity-style tests (parody) and it kept character identity locked across cuts! Check this out👇👇👇

Hot take: Kling 3.0 quietly killed the entire ‘talking head’ AI workflow.🔥 We just stress-tested Kling 3.0 and the lip sync is ridiculous. Ran a Deadpool scene + a few celebrity-style tests (parody) and it kept character identity locked across cuts! Check this out👇👇👇

Sebastien Jefferies

72,302 views • 7 months ago

New to Featured Workflows: Seamless Transitions. Now you can create multiple generations with a single consistent subject interacting with different objects across various scenes and environments. All in a single, easy to use Workflow without the need for complex prompting. Explore the full collection of Featured Workflows or create your own at

New to Featured Workflows: Seamless Transitions. Now you can create multiple generations with a single consistent subject interacting with different objects across various scenes and environments. All in a single, easy to use Workflow without the need for complex prompting. Explore the full collection of Featured Workflows or create your own at

Runway

52,203 views • 8 months ago

Meet Payal Mistry, the face of our protagonist, Dr. Maya Joshi. Through collaboration and care, she is shaping Maya’s story from inside and out and building a courageous and vulnerable new character.

Meet Payal Mistry, the face of our protagonist, Dr. Maya Joshi. Through collaboration and care, she is shaping Maya’s story from inside and out and building a courageous and vulnerable new character.

Jurassic Park: Survival

108,871 views • 9 months ago

I used to think AI video generation was the hard part. Turns out, keeping a character consistent across an entire story is the real challenge. I tried Director Mode in CapCut Video Studio, and it changed how I approach AI storytelling. Here's how:

I used to think AI video generation was the hard part. Turns out, keeping a character consistent across an entire story is the real challenge. I tried Director Mode in CapCut Video Studio, and it changed how I approach AI storytelling. Here's how:

Chidanand Tripathi

92,088 views • 2 months ago

The secret to character consistency with Google Flow: 👤 Create a saveable character using the Character tab (this is where you dial in the details!). 📸 Generate reference images to lock in the details. 🎬 Use those images in your prompt to build out your scene! Try it out and show us what you're building. 👇

The secret to character consistency with Google Flow: 👤 Create a saveable character using the Character tab (this is where you dial in the details!). 📸 Generate reference images to lock in the details. 🎬 Use those images in your prompt to build out your scene! Try it out and show us what you're building. 👇

Google Flow

22,041 views • 1 month ago

I tested Seedance 2.0 vs Kling 3.0. The winner was obvious. Same prompt, same reference image, one scene: a boy rescuing his dog from an oncoming car. Seedance 2.0 came out ahead across the board: · Better character consistency — the boy's face and expression stayed recognizable through fast, dynamic motion. · More coherent physics — when the boy dives to save the dog, he actually lands on the other side of the road. In Kling 3.0, they just drop in place, which breaks the logic of the scene. · More natural motion — fluid movements without the exaggerated, theatrical quality that plagues most AI video. · Richer cinematic language — varied shot compositions including close-ups, camera transitions, and framing shifts that actively reinforce emotion and narrative tension. The gap suggests Seedance 2.0's training leans heavier into film language, not just motion synthesis.

I tested Seedance 2.0 vs Kling 3.0. The winner was obvious. Same prompt, same reference image, one scene: a boy rescuing his dog from an oncoming car. Seedance 2.0 came out ahead across the board: · Better character consistency — the boy's face and expression stayed recognizable through fast, dynamic motion. · More coherent physics — when the boy dives to save the dog, he actually lands on the other side of the road. In Kling 3.0, they just drop in place, which breaks the logic of the scene. · More natural motion — fluid movements without the exaggerated, theatrical quality that plagues most AI video. · Richer cinematic language — varied shot compositions including close-ups, camera transitions, and framing shifts that actively reinforce emotion and narrative tension. The gap suggests Seedance 2.0's training leans heavier into film language, not just motion synthesis.

Latte

167,558 views • 7 months ago

Yapper just upgraded how I make videos 👇 1 prompt → a full anime transformation A boy in the dark… Pure prompt-to-video with Kling 3.0 on Yapper: all direction, fast results. We direct the story, and Yapper brings it to life. Follow for more. Yapper

Yapper just upgraded how I make videos 👇 1 prompt → a full anime transformation A boy in the dark… Pure prompt-to-video with Kling 3.0 on Yapper: all direction, fast results. We direct the story, and Yapper brings it to life. Follow for more. Yapper

Choya

24,044 views • 4 months ago

There is now a spatially aware solution to lighting improvements for interior environments! This also brings some benefits such as soft physical transitions, in and out of interiors. 🔦🕶️ Check out this feature and more on the DevBlog:

There is now a spatially aware solution to lighting improvements for interior environments! This also brings some benefits such as soft physical transitions, in and out of interiors. 🔦🕶️ Check out this feature and more on the DevBlog:

Rust

107,458 views • 1 year ago

Been playing with a character consistency workflow again. This came from Nexora that starts with a single GPT Image 2.0 character sheet and turns it into a multi-shot cinematic sequence in Seedance 2.0. One thing I added to the workflow: I first comped the character, environment, and visual style together in Midjourney before bringing everything into GPT Image 2.0 to build the character sheet. I also pushed it a bit further by generating multiple characters, destinations, and art directions at the same time, then turning those into production-style character sheets and shot sequences. It's interesting how much consistency you can get from a single well-defined character board when the visual language, wardrobe, and environment are established upfront. Check out three different character + scenes here 👇

Been playing with a character consistency workflow again. This came from Nexora that starts with a single GPT Image 2.0 character sheet and turns it into a multi-shot cinematic sequence in Seedance 2.0. One thing I added to the workflow: I first comped the character, environment, and visual style together in Midjourney before bringing everything into GPT Image 2.0 to build the character sheet. I also pushed it a bit further by generating multiple characters, destinations, and art directions at the same time, then turning those into production-style character sheets and shot sequences. It's interesting how much consistency you can get from a single well-defined character board when the visual language, wardrobe, and environment are established upfront. Check out three different character + scenes here 👇

Curious Refuge

12,209 views • 3 months ago

Google's advice to builders: "Build for the models of the future" "If you start building today and catch the market in 3 months, you have a completely different capability set" Check out our full conversation with Google's Tulsee Doshi & Madhavi Sewak below.

Google's advice to builders: "Build for the models of the future" "If you start building today and catch the market in 3 months, you have a completely different capability set" Check out our full conversation with Google's Tulsee Doshi & Madhavi Sewak below.

Zain Kahn

473,253 views • 1 year ago

Was an NBA front office position ever a consideration for The GOAT Dirk Nowitzki? Find out in our very FIRST Haymaker Presents... Dirk Nowitzki. Click the link below to check out the full episode on YouTube and be sure to subscribe to never miss an episode.

Was an NBA front office position ever a consideration for The GOAT Dirk Nowitzki? Find out in our very FIRST Haymaker Presents... Dirk Nowitzki. Click the link below to check out the full episode on YouTube and be sure to subscribe to never miss an episode.

Haymaker

130,627 views • 10 months ago

Character LoRA on Flux – sneak peak 👀 I trained a model on 15 character images (same pose, different expressions) and now I can generate endless variants in new setups and poses. One image per inference, perfect consistency (both style + subject) with over 90% usable straight out of the box. Video below 👇 Trained on Scenario today.

Character LoRA on Flux – sneak peak 👀 I trained a model on 15 character images (same pose, different expressions) and now I can generate endless variants in new setups and poses. One image per inference, perfect consistency (both style + subject) with over 90% usable straight out of the box. Video below 👇 Trained on Scenario today.

Emm | scenario.com

48,818 views • 1 year ago

Seedance 2.5 is now LIVE on OpenGradient! This entire film was generated from a single prompt. One take, no edits. → Up to 30-second clips from one prompt → 10,000 character prompts for full scene-by-scene direction → Up to 30 reference uploads for character and environment consistency → Native audio and sound design built in Even the judges agree: it's a 2.5. Try it now →

Seedance 2.5 is now LIVE on OpenGradient! This entire film was generated from a single prompt. One take, no edits. → Up to 30-second clips from one prompt → 10,000 character prompts for full scene-by-scene direction → Up to 30 reference uploads for character and environment consistency → Native audio and sound design built in Even the judges agree: it's a 2.5. Try it now →

OpenGradient (∇, ∇)

11,705 views • 1 month ago

We’re bringing identity consistency to Veo 3.1. For the first time ever, you have complete control of your Veo generations across every voice, character, and scene. With HeyGen’s avatar technology, generate once in Veo 3.1 and your avatar stays consistent, keeping your real voice and true look every time. Voice Consistency: Choose your voice, and HeyGen blends your real tone into Veo’s cinematic motion. Multi-Scene Consistency: Seamless transitions between scenes, one identity, endless stories. Character Consistency: Keep using that avatar with consistent voice and appearance to create unlimited videos in different outfits, styles and environments This is what happens when the world’s best video generator meets the best avatar technology. Don’t just make a scene. Free your story.

HeyGen

1,864,356 views • 11 months ago

Kling O1 is GOATED! No Cap! Kling AI -Replace characters with a single reference image or element -Change styles with a video reference and prompt -Add visual FX with ease -Change environments -Quality coherency and outputs from both text and image to video. -So much more! Try it now on OpenArt (Link in the comments! 👇)

Kling O1 is GOATED! No Cap! Kling AI -Replace characters with a single reference image or element -Change styles with a video reference and prompt -Add visual FX with ease -Change environments -Quality coherency and outputs from both text and image to video. -So much more! Try it now on OpenArt (Link in the comments! 👇)

OpenArt

32,119 views • 9 months ago

Finally got our hands on Seedance 2.0 (through YouArt) and ran it head-to-head with Kling AI 3.0. Here’s what stood out: Seedance 2.0’s physics feel stronger right away. The movement just looks more natural and realistic, especially in bigger physical actions. It also handles continuity across multiple shots from a single prompt better than I expected, which makes scene building a lot easier. And on the audio side, the lip sync generally holds up better than Kling. But here’s the tradeoff: Both models struggle with fine details. Background faces and smaller elements still get a bit messy. Seedance currently outputs at 720p, while Kling 3.0 supports 1080p, so Kling has the edge in overall sharpness. Even with upscaling, Seedance doesn’t fully recover those tiny details. Verdict🏆: Seedance 2.0 is a real step forward, especially for motion realism, but it’s definitely not the “end of Hollywood.” Check out our latest tutorial where we show you how to get access to this new model and take a deep look at the quality of this new AI Video Generator:

Finally got our hands on Seedance 2.0 (through YouArt) and ran it head-to-head with Kling AI 3.0. Here’s what stood out: Seedance 2.0’s physics feel stronger right away. The movement just looks more natural and realistic, especially in bigger physical actions. It also handles continuity across multiple shots from a single prompt better than I expected, which makes scene building a lot easier. And on the audio side, the lip sync generally holds up better than Kling. But here’s the tradeoff: Both models struggle with fine details. Background faces and smaller elements still get a bit messy. Seedance currently outputs at 720p, while Kling 3.0 supports 1080p, so Kling has the edge in overall sharpness. Even with upscaling, Seedance doesn’t fully recover those tiny details. Verdict🏆: Seedance 2.0 is a real step forward, especially for motion realism, but it’s definitely not the “end of Hollywood.” Check out our latest tutorial where we show you how to get access to this new model and take a deep look at the quality of this new AI Video Generator:

Curious Refuge

58,989 views • 6 months ago

Seedance 2.0 VS Kling 3.0! 🔥 Essential comparison to understand the two best models on the market Conclusions and prompt: The generations are radically different, using the same initial and final frames and spaceship elements. I specified that it's a fast-paced, cinematic action scene. But Seedance has created a beautiful, relaxing, high-quality scene. The rendering of the ship's movements is sublime with Seedance; it's a dynamic, cinematic-quality 3D element. The Kling scene conveys the message better; I specified that it should splash in the water. The sounds are good; in Seedance, the sound quality is cinematic. I've added a third shot with Kling and a giant. I used Kling 3.0 at Higgsfield Prompt in comment:

Seedance 2.0 VS Kling 3.0! 🔥 Essential comparison to understand the two best models on the market Conclusions and prompt: The generations are radically different, using the same initial and final frames and spaceship elements. I specified that it's a fast-paced, cinematic action scene. But Seedance has created a beautiful, relaxing, high-quality scene. The rendering of the ship's movements is sublime with Seedance; it's a dynamic, cinematic-quality 3D element. The Kling scene conveys the message better; I specified that it should splash in the water. The sounds are good; in Seedance, the sound quality is cinematic. I've added a third shot with Kling and a giant. I used Kling 3.0 at Higgsfield Prompt in comment:

hedoήist

43,990 views • 6 months ago

It wouldn’t feel complete if Kling 3.0 wasn’t tested on a darker, more demanding visual style. What really stands out here is the motion quality, smooth, controlled and cinematic. The VFX feel polished without being overdone and the subject finally feels real, especially in the skin details and subtle micro movements. This kind of scene is usually where models break. Kling 3.0 holds up surprisingly well. Powered by Higgsfield AI 🧩 Kling AI

It wouldn’t feel complete if Kling 3.0 wasn’t tested on a darker, more demanding visual style. What really stands out here is the motion quality, smooth, controlled and cinematic. The VFX feel polished without being overdone and the subject finally feels real, especially in the skin details and subtle micro movements. This kind of scene is usually where models break. Kling 3.0 holds up surprisingly well. Powered by Higgsfield AI 🧩 Kling AI

DStudioproject

14,544 views • 7 months ago

Create stunning cinematic videos using Kling 3.0 Omni, character sheets and multi-shot prompts. Here's how ... Kling 3.0 Omni can take up to 7 reference images. Working with a character sheet and passing it to Kling along with the environment and multishot prompts, allows you to quickly put cinematic videos together. Example prompt: cinematic. action movie. VFX. shot 1: close up of the hooded character. It's night. his eyes glow. he hears wolves in the distance and looks around and starts running. shot 2: full body shot of the character running. he looks over his shoulders. shot 3: we see a wolf running through the forest. it's hungry. shot 4:the character is stopped by a pack of wolves. shot 5: he fights the wolves with his stick. Link to Spaces below

Create stunning cinematic videos using Kling 3.0 Omni, character sheets and multi-shot prompts. Here's how ... Kling 3.0 Omni can take up to 7 reference images. Working with a character sheet and passing it to Kling along with the environment and multishot prompts, allows you to quickly put cinematic videos together. Example prompt: cinematic. action movie. VFX. shot 1: close up of the hooded character. It's night. his eyes glow. he hears wolves in the distance and looks around and starts running. shot 2: full body shot of the character running. he looks over his shoulders. shot 3: we see a wolf running through the forest. it's hungry. shot 4:the character is stopped by a pack of wolves. shot 5: he fights the wolves with his stick. Link to Spaces below

Martin LeBlanc

21,474 views • 6 months ago