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Stop settling for “good enough” motion. When every gesture matches intent, characters feel alive. That’s the leap Kling 2.6 Motion Control just made. Here’s what it unlocks

Atul Kumar

142,926 subscribers

1,380,000 views • 6 months ago •via X (Twitter)

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I’ve tested WAN 2.2, Runway, and now Kling 2.6 Motion Control side by side. When it comes to overall motion control, the gap becomes very clear. Kling 2.6 Motion Control feels genuinely SOTA.

I’ve tested WAN 2.2, Runway, and now Kling 2.6 Motion Control side by side. When it comes to overall motion control, the gap becomes very clear. Kling 2.6 Motion Control feels genuinely SOTA.

FELIX

65,251 views • 7 months ago

Kling 2.6 Motion Control masters actions, expressions, gestures, and lip sync in one go. That’s the goal of motion control. And it delivers.

Kling 2.6 Motion Control masters actions, expressions, gestures, and lip sync in one go. That’s the goal of motion control. And it delivers.

Miguel Ángel | Educador en IA

35,231 views • 7 months ago

Motion control just took a quantum leap. Kling 2.6 Motion Control doesn’t just generate video, it mirrors human nuance with precise body mechanics and true 1:1 action copying. The benchmarks aren’t even close. See it in action 👇🏻

Motion control just took a quantum leap. Kling 2.6 Motion Control doesn’t just generate video, it mirrors human nuance with precise body mechanics and true 1:1 action copying. The benchmarks aren’t even close. See it in action 👇🏻

Heisenberg

47,322 views • 6 months ago

Oh my... Kling just dropped the next era of motion control. Kling VIDEO 2.6 can copy any action with perfect lip-sync, lifelike motion and expressive gesture. It outperforms Wan 2.2-Animate, Act-Two and DreamActor 1.5 across all metrics. More examples below.

Oh my... Kling just dropped the next era of motion control. Kling VIDEO 2.6 can copy any action with perfect lip-sync, lifelike motion and expressive gesture. It outperforms Wan 2.2-Animate, Act-Two and DreamActor 1.5 across all metrics. More examples below.

Angry Tom

237,111 views • 7 months ago

Kling 2.6 just took motion control to another level. I can’t stop generating videos with this. 5 must-see examples + how you can try it: Example 1:

Kling 2.6 just took motion control to another level. I can’t stop generating videos with this. 5 must-see examples + how you can try it: Example 1:

ZOYA ✪

31,444 views • 6 months ago

Kling 2.6 Motion Capture is so good. It's a huge leap forward. We've been able to do motion capture with AI for a while, but the quality bump finally made this approach useful. Here are the steps: - Get a reference video - record it or get a stock video - Grab the start frame of that video - Edit it using Nano Banana Pro. Ask to replace character and background. - Select the Kling 2.6 Motion Capture model in the video generator on Freepik (now Magnific) - Upload reference video + set the edited start frame - Video prompt can be simple e.g. "Gandalf dancing"

Kling 2.6 Motion Capture is so good. It's a huge leap forward. We've been able to do motion capture with AI for a while, but the quality bump finally made this approach useful. Here are the steps: - Get a reference video - record it or get a stock video - Grab the start frame of that video - Edit it using Nano Banana Pro. Ask to replace character and background. - Select the Kling 2.6 Motion Capture model in the video generator on Freepik (now Magnific) - Upload reference video + set the edited start frame - Video prompt can be simple e.g. "Gandalf dancing"

Martin LeBlanc

35,226 views • 6 months ago

Same dance, completely different vibes! The AI perfectly mirrors the real footage in every single frame. Made it with Kling 3.0 Motion Control on Yapper

Same dance, completely different vibes! The AI perfectly mirrors the real footage in every single frame. Made it with Kling 3.0 Motion Control on Yapper

Iris

101,744 views • 3 months ago

BREAKING: Motion in AI video just took a serious leap. Seedance 2.0 is now live inside Lovart AI with no waitlist. You can generate high-speed transformations, consistent characters, and full sequences from a single prompt. Here’s what actually happens when you push it:

BREAKING: Motion in AI video just took a serious leap. Seedance 2.0 is now live inside Lovart AI with no waitlist. You can generate high-speed transformations, consistent characters, and full sequences from a single prompt. Here’s what actually happens when you push it:

AI Frontliner

74,459 views • 3 months ago

Kling 2.6 Motion Control is absolutely insane 🤯 Take any reference video and transfer the exact motion onto an AI character: full-body sync, facial expressions, hand gestures, everything. All with just a few clicks. Perfect for e-comm brands and agencies creating AI video ads that don't look like AI. Here's the problem: AI-generated video ads still look robotic. The movements are stiff, the expressions are flat. Your audience clocks it as AI instantly and keeps scrolling. Kling 2.6 Motion Control fixes it: → Start with any reference clip (stock footage, existing UGC, motion reference) → Upload to Kling → Map the exact movement onto any AI character → Full-body motion, hand gestures, facial expressions—all transferred → Generate up to 30 seconds of video No stiff AI movements, no uncanny valley, no instant "skip this ad" reaction. What this unlocks: - Use one winning UGC motion → swap in different AI creators - Pull reference clips from anywhere → generate branded variations - Create dynamic AI video ads with real human movement - Test multiple "creators" without filming anyone new I recorded a quick walkthrough showing how to do this step-by-step. Want access? > Comment "KLING" > Like this post And I'll send it over (must be following so I can DM)

Kling 2.6 Motion Control is absolutely insane 🤯 Take any reference video and transfer the exact motion onto an AI character: full-body sync, facial expressions, hand gestures, everything. All with just a few clicks. Perfect for e-comm brands and agencies creating AI video ads that don't look like AI. Here's the problem: AI-generated video ads still look robotic. The movements are stiff, the expressions are flat. Your audience clocks it as AI instantly and keeps scrolling. Kling 2.6 Motion Control fixes it: → Start with any reference clip (stock footage, existing UGC, motion reference) → Upload to Kling → Map the exact movement onto any AI character → Full-body motion, hand gestures, facial expressions—all transferred → Generate up to 30 seconds of video No stiff AI movements, no uncanny valley, no instant "skip this ad" reaction. What this unlocks: - Use one winning UGC motion → swap in different AI creators - Pull reference clips from anywhere → generate branded variations - Create dynamic AI video ads with real human movement - Test multiple "creators" without filming anyone new I recorded a quick walkthrough showing how to do this step-by-step. Want access? > Comment "KLING" > Like this post And I'll send it over (must be following so I can DM)

Mike Futia

25,145 views • 6 months ago

kling 2.6 motion control is actually insane for AI ads you can swap any person in a video with a different person and it looks completely realistic, and its way better than wan 2.2 this unlocks massive testing potential for ads you can test the same ad concept across multiple different ICPs instantly here's the workflow: >generate your new character with nano banana pro >use kling 2.6 motion control to replace the person in your existing video generate a new voice with >elevenlabs to match the character you can take one winning ad and instantly create 10 variations targeting: -different age groups -different genders -different ethnicities -different aesthetics this is the future of ad testing at scale

kling 2.6 motion control is actually insane for AI ads you can swap any person in a video with a different person and it looks completely realistic, and its way better than wan 2.2 this unlocks massive testing potential for ads you can test the same ad concept across multiple different ICPs instantly here's the workflow: >generate your new character with nano banana pro >use kling 2.6 motion control to replace the person in your existing video generate a new voice with >elevenlabs to match the character you can take one winning ad and instantly create 10 variations targeting: -different age groups -different genders -different ethnicities -different aesthetics this is the future of ad testing at scale

Miko

29,396 views • 7 months ago

Gemini Omni's motion control is f*cking cracked i just figured out how to turn 1 reference video into 50+ AI videos with the exact same movements... you have a video of someone eating, dancing, using a product, doing whatever complex motion you need. you feed it to Gemini Omni and it recreates that exact motion with a completely new AI character in literally one prompt i've tested this against Kling motion control and it's not even close. Kling falls apart the moment you try anything complex. eating scenes look weird, hand movements get mangled, anything multi-step breaks down completely. Gemini Omni handles all of it if you're still using kling motion control or paying creators to split test your videos, this replaces that entire workflow here's the thing though. you can't just prompt this out of the box. if you try to do motion transfer with default prompting you're going to get errors or the motion won't transfer properly. there's a specific prompting method that makes it work every time so i packaged up the whole system.. here's what you're getting: > full step by step video breakdown > how to find the best reference videos to use > the exact prompting system that allows for motion control transfer so you never get errors > the workflow for batching this out at scale (1 video → 50+) RT + reply "MOTION" and i'll send it over (must follow so i can dm)

Gemini Omni's motion control is f*cking cracked i just figured out how to turn 1 reference video into 50+ AI videos with the exact same movements... you have a video of someone eating, dancing, using a product, doing whatever complex motion you need. you feed it to Gemini Omni and it recreates that exact motion with a completely new AI character in literally one prompt i've tested this against Kling motion control and it's not even close. Kling falls apart the moment you try anything complex. eating scenes look weird, hand movements get mangled, anything multi-step breaks down completely. Gemini Omni handles all of it if you're still using kling motion control or paying creators to split test your videos, this replaces that entire workflow here's the thing though. you can't just prompt this out of the box. if you try to do motion transfer with default prompting you're going to get errors or the motion won't transfer properly. there's a specific prompting method that makes it work every time so i packaged up the whole system.. here's what you're getting: > full step by step video breakdown > how to find the best reference videos to use > the exact prompting system that allows for motion control transfer so you never get errors > the workflow for batching this out at scale (1 video → 50+) RT + reply "MOTION" and i'll send it over (must follow so i can dm)

Miko

57,255 views • 14 days ago

I just made a fully viral AI video entirely on my phone. Kling 3.0 Motion Control is currently 50% off! No laptop. No fancy editing tools. Just one app: Pollo AI, available now on iOS and Android. Here’s how you can do the same in simple steps 👇 PolloAI Creators

I just made a fully viral AI video entirely on my phone. Kling 3.0 Motion Control is currently 50% off! No laptop. No fancy editing tools. Just one app: Pollo AI, available now on iOS and Android. Here’s how you can do the same in simple steps 👇 PolloAI Creators

Aaliya

50,079 views • 4 months ago

Just generated this face-swap video in under 60 seconds 1. record a simple vertical talking clip on your phone 2. upload it into kling 2.6 and choose face swap mode 3. add the face you want to use 4. kling auto-matches expressions, lips, and head movement same script same pacing different face no reshoots no creators no editing headache rt + comment “motion” and i’ll dm the workflow (follow for dm)

Just generated this face-swap video in under 60 seconds 1. record a simple vertical talking clip on your phone 2. upload it into kling 2.6 and choose face swap mode 3. add the face you want to use 4. kling auto-matches expressions, lips, and head movement same script same pacing different face no reshoots no creators no editing headache rt + comment “motion” and i’ll dm the workflow (follow for dm)

Florin

11,520 views • 5 months ago

This opens up a completely new workflow for artists when it comes to shooting music videos. Take one performance and place it into multiple locations from multiple angles. By combining Kling 2.6 Motion Control with our Multi-Angle Fashion Shoot agent, we generate multiple angles from a single reference image and use them to drive the performance. Full workflow + agent below 👇

This opens up a completely new workflow for artists when it comes to shooting music videos. Take one performance and place it into multiple locations from multiple angles. By combining Kling 2.6 Motion Control with our Multi-Angle Fashion Shoot agent, we generate multiple angles from a single reference image and use them to drive the performance. Full workflow + agent below 👇

GLIF

58,538 views • 6 months ago

kling 2.6 turns one winning ugc into infinite “new” creators same script same product framing same camera distance only the face changes brands don’t reshoot they clone kling keeps the mouth sync, expressions, and hand motion so every version feels native, not copied this is how one ad becomes 50 creators without paying 50 creators i broke down exactly how teams use kling for ugc cloning at scale rt + comment “kling” and i’ll send it (follow for dm)

kling 2.6 turns one winning ugc into infinite “new” creators same script same product framing same camera distance only the face changes brands don’t reshoot they clone kling keeps the mouth sync, expressions, and hand motion so every version feels native, not copied this is how one ad becomes 50 creators without paying 50 creators i broke down exactly how teams use kling for ugc cloning at scale rt + comment “kling” and i’ll send it (follow for dm)

Daffy

26,246 views • 6 months ago

This AI Motion Brush tool is insane! It lets you control the movement and actions of 5 different objects simultaneously. It's the only AI tool can do blocking for AI filmmaking so far. You have free credits to try on Kling AI, link in comments! Here’s how to get started:

This AI Motion Brush tool is insane! It lets you control the movement and actions of 5 different objects simultaneously. It's the only AI tool can do blocking for AI filmmaking so far. You have free credits to try on Kling AI, link in comments! Here’s how to get started:

el.cine

159,502 views • 1 year ago

Kling Tip: Beyond "Smile": How to Control Any Character Expression in Kling AI Want to control every micro-expression of your AI characters in Kling? The real magic isn't just what they do, but how they feel! The "Sequential Emotional Prompting" technique is perfect for this. Instead of just telling Kling to "make them laugh," you describe the physical sequence of the emotion, frame by frame, starting from a neutral expression. This gives you incredible control and avoids those "jumpy," unnatural AI expressions. Here are 4 ways to control a character's expressions, from simple joy to emotional hysteria, complete with detailed prompts and templates! ⬇️

Kling Tip: Beyond "Smile": How to Control Any Character Expression in Kling AI Want to control every micro-expression of your AI characters in Kling? The real magic isn't just what they do, but how they feel! The "Sequential Emotional Prompting" technique is perfect for this. Instead of just telling Kling to "make them laugh," you describe the physical sequence of the emotion, frame by frame, starting from a neutral expression. This gives you incredible control and avoids those "jumpy," unnatural AI expressions. Here are 4 ways to control a character's expressions, from simple joy to emotional hysteria, complete with detailed prompts and templates! ⬇️

Marco "Shikoba"

27,495 views • 8 months ago

AI can generate animation code. It can't feel timing. I built a skill that teaches AI agents Disney's 12 principles for UI motion, so there's actual intention behind the movement, not just math. Works with CSS, GSAP, Framer Motion & Lottie. Same prompt with Claude. Watch what changes 👇

AI can generate animation code. It can't feel timing. I built a skill that teaches AI agents Disney's 12 principles for UI motion, so there's actual intention behind the movement, not just math. Works with CSS, GSAP, Framer Motion & Lottie. Same prompt with Claude. Watch what changes 👇

Nattu

33,266 views • 3 months ago

What does all this mean for culture? If you are watching my AI Influencer list here on X you'll see a ton of people posting various videos generated by AI, like this one that Justine posted last week, done with Kling AI Tonight I had some fun. My wife shot a video of me crawling on the floor being a goofball. Kling turned me into an evil 1X robot in a few minutes. Ahh, the kids and I are gonna have some fun with this one! Done with kling 2.6 motion control.

What does all this mean for culture? If you are watching my AI Influencer list here on X you'll see a ton of people posting various videos generated by AI, like this one that Justine posted last week, done with Kling AI Tonight I had some fun. My wife shot a video of me crawling on the floor being a goofball. Kling turned me into an evil 1X robot in a few minutes. Ahh, the kids and I are gonna have some fun with this one! Done with kling 2.6 motion control.

Robert Scoble

21,319 views • 6 months ago

🇨🇳 Another great Chinese Model, OmniHuman-1.5 from ByteDance Turns 1 image plus a voice track into expressive avatar video by pairing a System 1 and System 2 inspired planner with a Diffusion Transformer, Produces coherent motion for over 1 minute with moving camera and multi character scenes. Most avatar models move to the beat of the audio but miss meaning, so gestures feel generic and emotions feel shallow. The fix here is a Multimodal LLM planner that listens to the speech and drafts a structured plan describing intent, emotions, beats, and high level actions, which gives the motion engine clear semantic targets instead of only rhythm. The motion engine is a Multimodal Diffusion Transformer that fuses the plan with audio, the single reference image, and optional text prompts, then synthesizes continuous body, face, and head motion that matches both words and tone. A key trick is a Pseudo Last Frame, a synthetic target that summarizes the next expected state, which stabilizes fusion across modalities and keeps motion consistent over long spans. From just 1 image and speech, the system outputs speaking avatars with synchronized lips, context aware gestures, and continuous camera movement, and it also supports multi character interactions without manual choreography. Reported results show strong lip sync accuracy, high video quality, natural motion, and close match to text prompts, and the same setup works on nonhuman characters too.

Rohan Paul

63,859 views • 11 months ago