You know that moment when you're testing video models... and something just... floats across the frame that shouldn't? Yeah, Kling 3.0 apparently got tired of that too. Fast Company's piece on the new Chinese models actually gets into why Kling feels different. Not because the pixels are prettier — but because stuff finally moves like it has weight. Gravity exists. Objects occlude properly. A car turning actually follows an arc instead of just... teleporting sideways. Someone in the comments called it "directing instead of gambling" and that's exactly right. Old workflow: type prompt, pull lever, pray the physics gods smile on you. New workflow: you actually have some damn control. The character locking thing is huge too. Elements feature lets you upload a reference video and it holds identity across shots. No more "wait why does his face look like a different person now" every time the camera angle changes. For short-form series creators, that's basically a "we'll fix it in post" delete button. Still detectable if you pixel-peep. But here's the thing — the threshold moved. Average viewers? They're not gonna catch it anymore. Only the 24/7 screen-staring crowd is still in the "definitely AI" camp.show more

Hot take: most “AI creator” tools are just fancy... prompt boxes. This one actually behaves like an agent. I gave it a messy idea and instead of breaking, it: - built visuals (images) - turned them into video - kept iterating without me stepping in every 2 seconds (you can see it in the screen recording 👇) Halfway through using Yapper , it clicked — this thing doesn’t just generate… it works through ideas. That’s the difference: it thinks in workflows, not single outputs. You spend less time prompting…and more time actually creating. Not perfect yet — but it’s one of the first tools that feels like it scales with you. If you’re deep into AI, you’ll see the shift instantly.show more

Gemini Omni is changing video creation and most people... still don't know what it can actually do. Here are 7 things you can do with it right now: 1. Image to Video in multiple styles: Upload a photo. describe the style. Gemini Omni turns it into a video. cinematic, anime, realistic. 2. Reimagine camera angles: Take any image and visualize it from a completely different angle. no reshooting. just describe it. 3. Change backgrounds: Swap the background of any video through plain conversation. no green screen. no editing software. 4. Change hairstyle: Describe a new hairstyle. Gemini Omni applies it. characters stay consistent across every frame. 5. visualize with moodboards: feed it a moodboard, audio, and a brief. it builds the video around the full creative reference — not just a text prompt. 6. swap characters and objects mid-scene: replace people, props, and objects in an existing video. the scene stays consistent. the physics hold up. 7. edit physics: describe how you want things to move. Gemini Omni adjusts the physics of the scene through conversation.show more

this effect is all over tiktok right now and... nobody's explaining how to actually do it properly... the 3d balloon character thing. where someone turns into a shiny inflatable version of themselves that still moves and talks. looks pretty smooth in feeds. the workflow is stupid simple once you see it. step 1: take any photo. drop it into an image gen tool (nano banana pro). prompt it with something like "make the person in the photo a plastic blow up balloon character with a shiny surface. keep the face details as 3d balloon details including the person in the background. don't change background" that's it for the image. don't overcomplicate the prompt. shorter = more consistent results. (learned this after wasting like 2 hours trying to get "perfect" prompts that kept giving me garbage) step 2: take that balloon image + your original video and drop both into kling motion control. prompt: "turn the motion and detailed mouth movement of the video to the setting of the image" that's literally it. kling maps the motion from the real video onto the balloon character. mouth moves. head turns. expressions transfer. the whole thing renders in a few minutes. the result looks like a $500 custom animation and costs you maybe $0.30 in kling credits. people are getting 500k+ views with these because the scroll-stop factor is insane. nobody expects to see a shiny inflatable version of someone giving a real speech or doing a product review. the play here is obvious btw. run this for client content (mix with the hook and real body, check the results yourself) or use it on your own faceless channels as a hook pattern before the algo catches up...show more

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)show more

watched a guy stream yesterday. 1000 games this season.... same rank. but here's what he did: posted a highlight clip. "consistency is key" talked about his "grind mindset" made a tier list video about matchups. created content about his journey. everyone in chat: "grind god, keep pushing" but nobody asked: why are you still here? 1000 games. still master tier. that's not a grind. that's an addiction. here's the brutal truth: grinding FEELS productive. you're playing. you're improving. you're getting better. except you're not. you're just busy. the highlights you post? that's 1 out of 50 games. the other 49? you're making the same mistakes. the same positioning. the same macro decisions. but the GRIND itself feels good. because grind = progress in your mind. virgin grinder: plays 100 games, reviews nothing, posts highlights, calls it a grind chad improver: plays 10 games, reviews every one, makes changes, climbs but the virgin FEELS like he's doing more. feels like he's working harder. feels like he DESERVES to climb. here's what actually happens: you play 1000 games without CHANGING anything. your brain gets addicted to the effort. to the routine. to the FEELING of grinding. "i played 8 hours today" → dopamine hit im up 50 lp! so. you're still not good at the game the disconnect breaks your brain so you post another highlight and tell yourself "consistency" consistency at WHAT? being hardstuck? watched another guy play 200 games. changed his mindset. climbed 2 divisions. why? because he didn't grind. he ADAPTED. the grind is EASY. you just queue. you just play. you just show up. but actually IMPROVING? that's hard. that's thinking. that's admitting you were wrong. that's changing habits. most of you will never do that because the grind is COMFORTABLE. it FEELS like you're working. it FEELS like progress. it FEELS like you deserve the climb. but more games does not equal results. your friends see you playing 8 hours a day and think you're dedicated. but you're not dedicated. you're ADDICTED. addicted to the feeling of "grinding". addicted to the routine. here's the uncomfortable truth: if you've played 500+ games and haven't ranked up significantly, you're not hardstuck. you're COMFORTABLE. you like grinding more than you like climbing. because climbing requires CHANGE and change is terrifying. grinding is safe. grinding has no accountability. grinding lets you post highlights and say "progress" but climbing? climbing forces you to admit: i was wrong. my playstyle is bad. i need to change fundamentally. that's painful. so you grind instead. you grind and you grind and you grind and you tell yourself the climb will come. but it won't. not until you stop grinding and start CHANGING. the saddest part? you have the time. you have the will. you have the mechanics. you just don't have the HONESTY. the honesty to admit 1000 games with zero progress isn't a grind. it's a cry for help disguised as improvement. study the saskio wayshow more

This is not camera footage. It is a Blender... character with 8K skin, detailed wrinkles, wet eyes, facial controls and enough micro-detail to make your brain keep waiting for the person to behave like a person. HumanPro packages that skin workflow into a Blender add-on instead of making artists rebuild it from scratch every time. The interesting AI angle is not “AI made a realistic girl.” A reusable 3D human can keep the same face across thousands of shots, then be relit, reposed, animated and dropped into completely different scenes without the identity drifting every six frames. Add Claude through Blender MCP and the workflow gets stranger: the model can help assemble scenes, adjust cameras and lighting, inspect renders and correct obvious visual problems, while the character system handles the skin and facial structure. It still does not remove the artist. Someone has to control expression, motion, lighting and the exact moment realism quietly turns into a very expensive mannequin. Most AI influencer projects are still fighting prompt consistency one image at a time. A rigged digital human is less magical, but probably much closer to how this becomes an actual production system.show more

You don't understand... Higgsfield MCP + Claude just automated... AI film making. Every single step you used to grind through to make an AI movie, you can now do 10x faster. Drop the script into Claude Opus 4.8 and say: "Here's my script. Break it into a full shotlist. Shot number, scene, shot type, camera move and the action in each frame." Now the whole film is mapped, shot by shot. - Pull your assets. Ask Claude: "From this shotlist, list every character, every location and every prop across the whole film." That's your build list. The stuff you would need to generate and give as references in next steps. - Build the character sheets. Higgsfield MCP is connected, so Claude has hands now to do stuff directly. It generates the images itself. Have the full body, back view and close up in the character sheet. One per character. Each sheet becomes the locked reference for that face. Same move for locations, generate the empty plate for each one before anyone steps into it. - Generate the frames. Feed Claude the references plus the shot and have it write and fire the Seedance 2.0 prompt. "Using the lead's character sheet and the alley plate, generate shot 4 in Seedance 2.0. Low angle, slow push-in, rain." Claude builds the prompt, calls Seedance 2.0 and the frame lands back in chat. Use a Seedance 2.0 skill to teach Claude how to prompt it properly. Now, there are 3 ways to make the shots. Pick one per scene. - Pure prompting. Fastest one. You describe the action in words and let Seedance interpret it. For consistency across a sequence, feed it a frame from the previous shot so the look carries. - Storyboarding. You hand it a panel and it matches that composition exactly. Way more control over how the shot is framed. The tradeoff is that it can introduce more cuts than you actually want. - Path Control System This is the latest technique Seedance 2.0 technique. Generate a still base plate of the scene. Draw a red line across it to mark the exact path of the movement, then describe what's happening. Seedance follows that line for the action. Also ask Claude to remove the red line when animating. This is the one for anything where motion has to land precisely. The output reads like real live action. - Lastly, generate every clip you need, then cut them together. Get it to Capcut for editing and audio design. And that's it. The pipeline that used to need a full crew and a studio can now run from one Claude chat. 2026 is gonna be wildshow more

Beauty ads just changed forever. Free Claude Opus 4.8... + GPT Image 2 + Seedance 2.0 workflow to spin up 100s of video ads. No studio, no model, no macro lens, no shoot day. Here's what nobody in beauty marketing wants to say out loud. That glossy lip shot. The droplet hitting the surface in slow motion. The whip-pan into the next scene. The crystalline product splash. All the stuff that used to need a real set, a real camera op, and a full shoot day. You can generate every frame of it from a text prompt now, and stitch it into a finished ad before your coffee goes cold. The workflow is almost stupidly simple: → Tell Claude Opus 4.8 the beauty shot you want (dewy skin macro, gloss-on-lips contact, ripple transition, the works) → Claude turns it into a shot-by-shot storyboard plus a prompt for every frame → GPT Image 2 generates the photoreal stills, frame by frame → Seedance 2.0 animates each one into a clip with that buttery slow-mo glide → You drop the clips into HeyOz and assemble the full ad in one place The real unlock is volume. This isn't one hero video. Once the workflow is dialed, you spin up hundreds of variations. Different shades, different models, different hooks, different transitions. The exact creative volume Meta rewards, minus the production cost that used to make it impossible. Old way: one shoot, one look, $10k+, weeks of waiting. New way: a hundred angles, any look, a few dollars each, same afternoon. I wrote up the entire workflow. The Claude storyboard prompt, the GPT Image 2 frame prompts, the Seedance motion settings, the full assembly flow. Completely free, no email gate. Want it? Comment "GLOSS" and I'll send it straight over. (make sure you're following so it can actually reach you)show more

The bros will tell you to lower every weight... over five slow, meaningful seconds. Big mistake. You are a third to a half stronger lowering a weight than lifting it. That is just how the body works. So if you can press the thing up at all, you own it on the way down. Easily. However slowly you lower it, you are babysitting a load the muscle already handles with room to spare. You cannot challenge a fibre that finds the weight comfortable. Take ten seconds if you like. It stays completely unbothered. And it gets worse, because the slow negative does not just fail to grow you, it actively costs you. Every long descent drains your energy, so you reach the concentric, the part that actually builds muscle, with fewer good reps left in you. You have spent yourself on the phase that stimulates nothing. Slow eccentrics are not a weak hypertrophy technique. They are hypertrophy in reverse. Lower it under control in two seconds. Then drive hard, where the muscle is weakest and the growth actually happens. The weight was never listening on the way down.show more

Most video tools can generate clips. Very few can... maintain identity. That has been the real bottleneck in AI video creation. Kling O1 changes that. For the first time, creators can carry a character, style, and visual language across scenes without constant fixes. You can reference past clips, assets, or images and the output stays consistently on-model. No visual drift. No rework loops. No “this doesn’t look like the last shot” moments. It feels less like prompting a tool and more like working with a creative collaborator that remembers context. The impact is practical, not theoretical: → Faster production cycles → Lower iteration costs → Noticeably higher output quality This is what mature AI tooling looks like. Not louder features. Not bigger claims. Just reliability where it actually matters. Consistency is no longer the problem.show more

Jeff Bezos just told you exactly how to price... AI. Nobody listened. Bezos: “AI is real and it is going to change every industry. In fact it’s a very unusual technology in that regard in that it’s a horizontal enabling layer.” Horizontal enabling layer. Three words that reprice the entire technology sector. The iPhone was a vertical. One product. One new market. Electricity was a horizontal. One substrate that rewired every market on Earth. Wall Street is pricing AI like it is the next iPhone. Bezos is telling you it is the next electrical grid. Right now, thousands of companies are trying to sell AI as a product. A feature. A tool. A subscription tier. Every single one of them will be priced to zero. You do not sell a horizontal layer. You do not compete with it. You build on top of it or you disappear beneath it. For a century, entire industries survived on one thing. Complexity. The friction of navigating law, medicine, logistics, finance. That was the moat. If you could not memorize the maze, you could not compete. A horizontal layer does not navigate the maze. It dissolves the walls. Electricity did not compete with the candle industry. It erased the need for one. The most dangerous part of a horizontal shift is how quiet it is. It moves underneath the economy. The surface looks normal. Revenue still holds. Every day you operate on the old substrate, you accumulate a debt you cannot see and cannot repay. The internet repriced distribution. AI is repricing cognition itself. When intelligence becomes a utility that runs through the walls of every company on Earth, the premium on human expertise does not erode. It evaporates. This is not a disruption. Disruptions replace products. This replaces the ground you are standing on.show more

you need to tattoo this Boris Cherny quote into... your brain: "coding is the easy part, it's knowing the domain that's the hard part" every week a new startup drops a launch video saying they "killed influencer marketing" or something but they don't get it. creating the thing is NOT the hard part it's understanding what thing you have to create, at what moment, and in what way and that takes years of pattern recognition from actually being in the arena and seeing what works AI can't shortcut that for youshow more

Major major props to aroha for solving a major... limitation with Seedance 2.0. If you've tried uploading audio files directly, you know that Seedance 2.0 actually changes the lyrics and even the song itself BUT if you save out a blank video with the song and upload that video as a video omni reference it gives you perfect lipsync and no style drifting of the audio. I personally haven't notice style drift but it's 100% better than a straight audio upload which makes it unusable. This is actually MAJOR!!! Those music videos you've been wanting to generate with Seedance 2.0 are now solved. I tested this myself with some audio from Suno 5.5 which is the example you're watching right now and it works! I just wish Seedance 2.0 would actually fix the audio upload problem but this is an immediate fix. You don't need to type out the lyrics like I did. I think the best use case for using just an audio file is only if you want to keep a characters voice consistent.show more

As always everyone is blind staring at the progress... of LLMs for coding and chat But meanwhile the new SOTA video model Seedance 2.5 has been slowly rolling out and it's really quite exceptional It's made by ByteDance (TikTok) who of course have lots of training data With just a few reference pics, it can get quite close to how you look IRL and you can do quite professional video shots with just a prompt I'd say it's the first video model that's now at the level of image models with the level of character likeness, cracking that in image models also took about 3 years (2022-2025) Generating 15 seconds takes about 4 minutes I put it live now on Photo AI, you can use it under [ Make video ] from the sidebar with just a prompt and your model selected! So you don't need to take an AI photo first and then turn that into a video! Saves lots of time :D It's more expensive than but I kept the credits the same (30 for 1 video) It also works inside the new video editor and you can make changes in your video with [ Magic edit ] in both the main app and the video editor Also a message for my server guy Daniel Lockyer (it can do voice too and you can even submit a voice sample of yourself, but I didn't here)show more

We were taught the derivative as a formula to... memorise. A definition to recite. A rule to apply. Something that "gives you the slope." But nobody told us what the formula was actually saying. Every symbol is a sentence. Every fraction is a question. Every limit is a story about getting closer and closer to something you can never quite touch. The top of the fraction? That's a change. A difference. A before and after. The bottom? That's how long you waited to see it. The limit? That's you, zooming in, refusing to settle for an approximation - chasing the truth all the way down to an interval so small it almost disappears. Put it all together, and you get the most honest question in calculus: How fast is something changing - right now, in this exact instant? Not on average. Not over a minute. Not eventually. Right now. That's it. That's the derivative. It's not a trick. It's not a rule. It's a beautifully precise way of asking a very human question: what's happening, in this moment? We spent years solving these. Maybe it's time we actually understood them.show more

THE FINAL STRETCH BEFORE EVERYTHING CHANGES….💫🛸💫 💥Note to Anons-... Patriots: You have been through more than you let on, more than anyone knows, the sleepless nights, the relatives, friends and strangers that laughed at you. Moments you questioned yourself-times you had nothing left; but still chose to believe. You held on when others folded. You stayed when it would of been easier to walk away. That makes you rare, dangerous and destined. “You may not feel it right now,” but this is THE FINAL STRETCH before everything changes. There will come a day when you sit in stillness and remember the version of you who refused to “Give Up.” The one who showed up broke, exhausted and ridiculed; but never let go of the vision. That day is coming—and when it does you will cry; not because you are hurting-because it all finally made sense. All the pain, doubt, delays and all the missed exits. It wasn’t punishment; It was preparation. You weren’t meant to get rich fast, You were meant to become someone “Unshakable.” You are awake,alive and know this matters. Now, you’re too far in to turn around and way too close to fold under pressure. The storm is loud but your intuition is louder and it’s been screaming from the beginning; “Hold On-Just Hold.” This moment is once in a lifetime, you won’t see it again. NOT LIKE THIS-NOT AT THIS PRICE-NOT WITH THIS SETUP. So breathe, trust your gut, Silence the noise and when this ends-when it finally ENDS-you’ll be the one they come to asking “HOW YOU KNEW?” And you’ll smile 🙂because deep down, way down; “YOU ALWAYS KNEW.” I’m proud of you, you’re almost there; Finish The Mission-I Love You.show more

Elon Musk gave the entire entertainment industry its expiration... date, and he is the one building the thing that kills it. Musk: “My guess is that we see the first compelling half hour, pure AI show next year.” Next year. A complete show generated entirely by AI. No writers. No actors. No cameras. No sets. No crew. No studio. Just a prompt and enough compute to render a reality that never physically existed. And shows are the easy part. Musk: “I say probably we’re maybe three years away from AI does the whole video game.” A show plays the same way every time. A game has to generate a living world that reacts to every decision in real time across every single frame. That is a fundamentally harder class of problem. And Musk put three years on it. Right now a single AAA title takes seven years and half a billion dollars across thousands of engineers and artists just to ship it. Musk is describing a world where one person types a paragraph and gets something comparable. The entire value proposition of a multi-billion dollar industry lives inside that gap. And it closes in thirty-six months. But the prediction is not the story. The person making it is. This is not an analyst speculating from the sidelines. This is the man building the largest AI compute clusters on the planet. The man who built xAI from zero in under two years. The man stacking hundreds of thousands of GPUs into facilities designed to do exactly what he is describing. When Musk says three years, he is not guessing about what someone else might eventually ship. He is reading you a delivery date off his own roadmap. Every media company on Earth is valued on a single assumption. That quality content is expensive and difficult to produce at scale. That one assumption is the structural foundation underneath every studio, every network, and every publisher in existence. Musk is dismantling it with raw compute. The studios still parading thousand-person production teams are not demonstrating strength. They are advertising the exact cost structure that one person with a prompt and a GPU allocation is about to make irrelevant. And it does not stop at entertainment. If AI can generate an interactive world that responds to human input in real time, it can generate anything. Advertising. Architecture. Training simulations. Product design. Every industry built on humans manually constructing visual experiences frame by frame is sitting on the same countdown Musk just read out loud. Now zoom out. Because this is not just an industry story. For the entire history of human civilization, the distance between imagining a world and actually creating one required thousands of people, millions of hours, and billions of dollars. That distance built Hollywood. That distance built the gaming industry. That distance made content scarce and studios powerful. Musk is collapsing that distance to zero. When the gap between imagining something and it existing disappears, every business model built on the difficulty of creation disappears with it. That is not disruption. That is a full inversion of how human beings create. Musk did not make a casual prediction on that podcast. He told you what he is building. He told you the timeline. And he told you which industries do not survive it. The entertainment industry is still debating whether this future is real. Musk is not part of that debate. He is building. And he just told you the delivery date.show more

A friend of mine just recently got his first... gun, a striker fired Glock 19. He is terrified to leave a round chambered. To anyone reading this who has this same fear, I want to alleviate your concerns. I'm going to explain why there is nothing to be afraid of. First and foremost, I fully understand your concern. It's not irrational. And you're not stupid for being nervous about a bullet being aimed at your leg with the striker cocked back under spring tension about an 1/8 of an inch from the primer. I get it. I shared this concern when I was new to carrying. But your fear is due to a lack of understanding of the internal safety features of a modern striker fired handgun. On a properly maintained modern striker fired pistol the striker CANNOT hit the primer on the chambered round without the trigger being pulled. Can't. Not shouldn't. Can't. (If you have any good Sig P320 jokes, this is the proper place to share them) There is a block that the striker will hit and stop if it is released without the trigger being depressed. It works just like a lock and key. There is a channel in the blocker that the striker can pass through if it is in the fire position. It only goes into the fire position if the trigger is pulled which pushes the blocker into the fire position. A spring keeps the blocker firmly in the block position until then. The blocker is a solid piece of steel that won't break. And if your gun is securely in a hard sided Kydex holster nothing can move the trigger unless it is unholstered. Many guns like Glocks have a trigger safety that prevents the trigger from moving due to force of dropping. Your finger has to be on the trigger safety to move it. So the gun cannot fire unless you pull the trigger. And it's easy for you to test this safety feature to see how it works! See the video below. You can try to push the striker forward by moving that piece at the back of the slide forward. That piece is the back of the striker. Push it forward and it will stop. The tip won't come out through the breach. You see it trying to come through but it gets stuck. Now push that little button in. That is the actual blocker. When you push it in you will now be able to move the striker forward through the breach and see how it will strike the primer. You can test this easily every time you disassemble your pistol to verify it is still working. You can break this safety feature by removing the blocker or losing the spring. But if it's there it will work. (You would be the first person in firearms history who has ever lost a spring. Literally the first one. It has never happened before. 😐) But it doesn't come out as part of regular maintenance. You have to disassemble the firing assembly to get it out. That won't happen by accident. And if you do that on purpose you should do this blocker test when you reassemble it to make sure the safety feature is working. My video shows a Glock slide. All Glocks will look like this. Other brands may put the blocker in a different spot or it may be a slightly different shape. But they all (mostly) have the same design. If you test yours as demonstrated and it works like mine does, your gun WILL NOT fire without pulling the trigger. (If you just thought of another P320 joke, this is another good place to toss that out there)show more

⚡️Truth is the moment consciousness refuses to be captured... by comfort. That is why it matters. Anyone can “tell the truth” when it costs nothing. That is just description. The real test comes when lying would protect your image, preserve your status, avoid conflict, keep money flowing, satisfy the audience, defend the tribe, protect the ego, or maintain the illusion that your old map still works. That is where truth becomes moral force. A lie is not just a false statement. A lie is reality being bent to serve fear. It lets the person avoid contact with what is real. It keeps the dead pattern alive. It says: the truth is too dangerous, so the self will substitute a more convenient world. Do that enough times and the soul becomes unreal. Not in a mystical decorative sense. In a structural sense. The person loses contact with reality. Their words stop pointing outward. Their identity becomes a defense system. Their relationships become performances. Their work becomes propaganda. Their mind becomes a lawyer for its own comfort. Truth matters because it keeps consciousness aligned with reality. And reality is the only place creation can actually happen. You cannot build a real life on falsehood. You can build status. You can build money. You can build an image. You can build an audience. You can build a career. But the structure will rot because it is no longer in contact with the thing it claims to represent. That is why “telling the truth when lying would be easier” is sacred. It proves that something in you serves reality more than self-preservation. That is the beginning of freedom. Because the person who cannot tell the truth when it costs something is owned by whatever the lie protects.show more