Big Idea

The argument in one line.

When you treat an AI video tool like a Hollywood director treats a crew — providing a real screenplay, character bibles, and reference images — the output stops looking like generated content and starts looking like a film.

Who This Is For

Read if. Skip if.

READ IF YOU ARE…

You create video content and want to go beyond simple text-to-video prompting.
You have tried AI video tools but keep running into character continuity problems across scenes.
You have a story idea and want to see how far structured AI direction can take it.
You build or study agentic AI workflows and want to see agent-mode applied to creative production.

SKIP IF…

You need broadcast-quality output — the generated footage is impressive for AI but still clearly synthetic.
You want a free tool — InVideo Agent One requires their paid Everything Bundle.
You want a polished tutorial — this is a live demo with rough edges and promo segments mid-video.

TL;DR

The full version, fast.

Most AI video tools produce poor results because people treat them like search boxes. The unlock is front-loading them like a real film production: write an actual screenplay, build character bibles with reference photos, and communicate through iterative conversation rather than one-shot prompts. InVideo Agent One implements this as a structured agent workflow that maintains a persistent project notebook across the full session, letting you reference specific scenes by ID, swap characters, adjust dialogue, and stitch clips together through plain-language chat. The result shown here is a two-minute Fast-and-Furious-style short with recognizable characters, coherent locations, and original sound design — all without touching video editing software.

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Chapters

Where the time goes.

00:00 – 00:46

01 · Cold open + the problem

Standard AI video workflow wastes 90% of time on non-creative grunt work: no continuity, no consistency, requires prompt engineering expertise. Agent One is the proposed solution.

00:46 – 01:52

02 · The director/crew analogy

You are the director with creative vision and instruction; Agent One is the execution crew. This framing sets up every subsequent workflow step.

01:52 – 03:47

03 · Screenplay setup

Build a real Hollywood-formatted screenplay first using a prompt generator template or interactive Claude app before touching Agent One.

03:47 – 05:26

04 · Uploading and project setup

Upload screenplay and character reference photos. Critically: define the AI role as creative producer and state production expectations before generation begins.

05:26 – 09:14

05 · Iterative scene generation

Live demo of character master sheets, location assets, and scene storyboards generated through conversational direction with scene-ID references for surgical changes.

08:14 – 09:02

06 · AI video engine database (sponsor)

Paid product pitch: 20,000+ prompts and 17 organizational databases for structured AI film production.

09:14 – 13:43

07 · Refining scenes and stitching

Character replacement, shot adjustments, condensing a 10-minute screenplay to 2 minutes, and the final stitch-it-all-together command.

13:43 – 15:17

08 · Take one: the raw film

First assembled cut plays — visually impressive, but sparse dialogue and no background music.

15:17 – 16:09

09 · Sound design pass

Requests more dialogue, dramatic music, and specific line assignments per scene. Agent One outputs a full sound design proposal.

16:09 – 17:45

10 · Take two: the final film

The improved cut plays with full audio layer — dialogue and cinematic music make it noticeably more cohesive than take one.

17:45 – 18:27

11 · CTA

Subscribe prompt plus link-in-description for InVideo Agent One trial and prompt resources.

Atomic Insights

Lines worth screenshotting.

Giving an AI tool a role definition like 'you are a creative producer' changes output quality more than any scene-level prompt variable.
Character continuity — the hardest problem in AI video — is solved by building a character master sheet before generating any scenes.
Reference images are compound inputs: the more you provide before generation, the less correction work you do after.
Scene IDs let you make surgical changes to a specific clip without regenerating anything around it — use them to iterate rather than restart.
Sound design is the final 20% that accounts for 80% of how real an AI film feels — the before/after in this video demonstrates it clearly.
Most AI video creators get bad results because they treat a crew like a vending machine: one prompt, no brief, no references.
Condensing a 10-minute screenplay to 2 minutes via a single chat instruction proves the agent holds full creative context, not just the last message.
A Hollywood-formatted screenplay as input produces dramatically better output than a casual text prompt — the structure itself is signal.
The director/crew mental model is reusable across any agentic AI workflow: assign a clear role, provide a full brief upfront, review before finalizing.
The notebook/context split in Agent One mirrors real production: the notebook is deliverables, the context is the project bible.

Takeaway

The production brief that makes AI filmmaking work

WHAT TO LEARN

The gap between bad AI video and good AI video is almost never the tool — it is whether you gave the AI a proper production brief before generating anything.

A role definition like 'you are a creative producer' is the highest-leverage prompt you can write — it shapes every subsequent output more than any scene-level instruction.
Character consistency across AI-generated scenes requires building a character master sheet first; jumping straight to scene generation guarantees visual drift.
Reference images are compound inputs: the more you provide before generation starts, the less correction work you do after — treat them as essential, not optional.
Scene IDs let you make surgical changes to a specific clip without regenerating everything around it — use them to iterate rather than restart from scratch.
Sound design is the final pass that makes or breaks whether AI film feels real — adding music and character dialogue in a dedicated second pass consistently outperforms trying to get it right in the first generation.
The director/crew mental model is reusable across any agentic AI workflow: assign a clear role, provide a complete brief upfront, and review outputs at checkpoints before asking for the next phase.

Glossary

Terms worth knowing.

Agent One: InVideo and Nvidia collaborative AI filmmaking mode that maintains a persistent project notebook across a full session, enabling iterative character-consistent video generation through chat.
Character master sheet: An AI-generated reference image set showing a character from multiple angles and lighting conditions, used to maintain visual consistency across all generated scenes.
Agent mode vs Autopilot: InVideo two primary modes: Agent mode requires active direction per scene with checkpoints; Autopilot auto-generates everything without creative intervention.
Notebook (InVideo): The right-panel workspace in Agent One where all generated assets — images, video clips, scene outputs — accumulate as a persistent deliverables layer separate from the chat conversation.
Scene ID: The alphanumeric identifier (e.g., 9.1, 10.3) assigned to each generated clip, enabling precise chat-based reference and modification without regenerating other scenes.
GPT Image 2: OpenAI image generation model used by InVideo Agent One for character replacement and still image generation within the production pipeline.

Resources

Things they pointed at.

01:41productInVideo Agent One ↗

03:10linkPrompt generator template for screenplay

03:27toolInteractive Claude screenplay builder app

08:14productAI Video Engine Everything Bundle

Quotables

Lines you could clip.

00:00

“Once you have seen what this does, there is no going back.”

Strong cold-open hook, no setup required→ TikTok hook↗ Tweet quote

01:52

“If you just simply treat this as an AI video content mill, quite frankly, your videos, they are gonna look terrible.”

Contrarian warning that cuts against common AI video advice→ IG reel cold open↗ Tweet quote

01:03

“You do not just provide a simple prompt and hope for the best, you treat it like a legit Hollywood film director focusing more on the story while AI focuses on the actual creation.”

Clean thesis statement for the director/crew model→ newsletter pull-quote↗ Tweet quote

The Script

Word for word.

Read-along

Don't just watch it. Burn it in.

See every word as it's spoken — crank it to 2× and still catch all of it. The same dual-channel trick behind Amazon's Kindle + Audible.

analogy

00:00Once you've seen what this does, there's no going back. Don't worry. You got this.

00:03AI tools today can force you to spend up to 90% of your time on basically non creative grunt work. You give AI details about your characters, your world, and overall movie, and a lot of times, it forgets it when it comes to your next prompt. You make one edit, and for the next prompt, you're basically starting from scratch.

00:21No guaranteed character continuity or scene consistency.

00:24It's

00:27not about how fast you are. It's about how you drive.

00:32And to really get anything useful, you basically need to be a prompt engineer. Well, today, I'm gonna be showing you something impressive that does all the work for you. This isn't just AI video generation.

00:42This is true AI filming. Let the games begin.

00:52You don't just provide a simple prompt and hope for the best, you treat it like a legit Hollywood film director focusing more on the story while AI focuses on the actual creation. Let me give you a quick example. Say in real life, you wanna create a major Hollywood film.

01:07You're basically the captain of the ship. This would make you the director. You dictate the film's entire creative and visual vision, guiding actors and overseeing every phase of production.

01:18But in order to get your ideas out the best way, you need to first specifically describe exactly what you need to your teammates, your crew members on the film set. As a director, you'll focus more on the creative process and the direction. You hold all the keys while your team, well, they're gonna execute it.

01:35In this case, your team is gonna be a team of AI agents via a new release in Nvidia. This new update is called agent one, and there's a link in the description to try it for yourself. It's a complete AI production system that exists for serious creatives and filmmakers.

01:52Upload your ideas, script, or treatment, define the characters and your world. From that point, agent one will handle everything for you. It never forgets your project.

02:02If you just simply treat this as an AI video content mill, quite frankly, your videos, they're gonna look terrible. So we need to start by building foundation.

02:11Alright. So here we are in in video. Now once you click agent one, here it is.

02:15We're gonna have two options. Up at the very top, we're gonna have agent mode and autopilot. Today, we're focusing on agent mode because we wanna create true AI filmmaking.

02:24So the first thing we'll have to do is plan a script storyboard or a video. Now what you can do and what I actually suggest is not just typing in a basic prompt because like I said, your results aren't gonna work that well. Let's come up with a real script, a real screenplay that Hollywood producers or directors actually use.

02:44Because just like in real life, we want to use references. Remember, if we're telling a real movie producer or a director what we want, we too have to provide examples.

02:55You know, Eric, this is such a good update. Now, I actually have a full screenplay right here. As you can see, this is legit as it gets.

03:03It looks just like a real Hollywood script. And so the question is, how exactly do we create a real screenplay ourself? Today, I'm gonna give you two things to do just that.

03:12Both could be found via the links in the description. Click the link in the description. So let's first start with the prompt generator.

03:18Here it is right here. All you're gonna have to do is copy this full prompt, paste it into an LLM like chat g p t, provide the details on what your actual film is about, and watch this magic happen. But now let's move on to something even easier.

03:32Here is an interactive app that I built in Claude. Just fill in the details and you'll receive everything that you need. And like I said, you could find these resources via the link in the description.

03:43But before we actually upload our screenplay, let's first give it some instruction. Check this out right here. We wanna say something just like this.

03:50Basically, read the attached screenplay for enter the title of your film fast and focused. Build the character bible for then add your specific characters. Now, I have their names here.

04:02I'm also going to upload their images to use as references. Because remember, when you actually use more references, the AI film is gonna turn out way better.

04:11So there it is right there. Okay? And then after that, we're just gonna provide some basic details.

04:16What sort of a film are we making? I added a few different things specifically, and then I'll also mention creating a storyboard for the full sequence in order.

04:25Okay? So that's what we need to go ahead and enter. So let's first bring in our specific screenplay.

04:30Okay. So there it is. Remember that screenplay I showed you a little bit earlier?

04:34So now what I'll go ahead and do is drop it in right here, just like that. You could see it starting to upload. The other thing we'll go ahead and do is actually now bring in our specific characters.

04:42Let's go ahead and drop in our first one, and for our second one, we're gonna bring in her right here. Alright. Now, let's go ahead and submit this.

04:49So once you hit submit, we're gonna have this option. We're gonna make this a completely new project. Here is what gets important.

04:56So go ahead and first give it the name. We're gonna go with the fast and focused name, create project. And now what you see pop up right here, this is actually pretty important.

05:04We need to let the AI know who you are because it's gonna act exactly like you give it as a description. So in this case, we're gonna say a creative producer. So remember, what we're doing is we're providing the instruction.

05:16Okay? The AI, it's gonna be a creative producer. This is what I need you to do.

05:21Remember, you're the main captain, so you need to specify exactly what you expect. So in this case, I'll be providing you with a screenplay and character images to start with, analyze it.

05:32I'll also provide you with more reference images, ideas, and specific things you need to do. I need you to make a Hollywood blockbuster cinematic film similar to fast and furious.

05:43Okay? Since you are the main captain, the director of this film, you have full creation control. Meaning, the first batch, the first videos or images that gets produced in agent one, you can completely change up any way that you want just by simply prompting.

06:00Look at this right here. Look at the difference in this example. Now, do you see the prompt?

06:04Let's take a quick look at this, but notice what happens. We're having a real iteration style of a conversation via the chat. And based off of that, an instruction is provided, a face swap is instructed, and ultimately, the AI acting just like a real creative producer in a film executes exactly what you, the director wanted it to do.

06:27So remember, when we're using agent one, we're putting more focus on the instruction, actual full storyboard, the creative process, and we're commanding exactly what we expect of the AI.

06:38Alright. So here we are. Now after adding those instructions, look, here it is right here.

06:42This is gonna open up. We're gonna have at the very top context and the notebook. Let's start adding information in here so you could see exactly what these things do.

06:51On the left hand side, fast and focused. I love it. Send me everything.

06:55I'm ready to tear into it. Alright. So let's go ahead and bring in that script and our two images again.

07:00Okay. There we are right here. Here's the screenplay.

07:03Let's go ahead and type this up. Remember, we're having a real conversation to our creative producer.

07:08Here's the screenplay. Now while we wait on this, if I go back into another project that's called Interstellar, you can see how everything aligned right here. We have everything in my notebook, page one, but then we have the context.

07:19In the context is where everything is broken down by the characters, the location, the full world building. And again, I have full control. So if there's anything I don't like, I can completely change anything that I want just by giving it the proper instruction.

07:33Now look over here on the left hand side, it's gonna give me the first follow-up. It gives me a really good breakdown on what it thinks about my screenplay. So let's go ahead and choose a few different things.

07:43We're gonna get the three distinct locations and then the two hero locks. Now below it says, this is a ten minute short, substantial. It's ready for whatever we throw at it, but again, since my screenplay is ten minutes long, we don't wanna have something that long.

07:56For this video, let's go ahead and condense this down to two minutes instead. So what I'll say down here again in the left hand corner is make this two minutes instead, not ten minutes.

08:06Alright? Just like that. Now, what I'm about to show you is gonna be incredibly important.

08:11It's gonna be so important to make sure that you stay organized throughout this process. Otherwise, things can get extremely messy and complicated.

08:18And more specifically, we are in the AI video engine. But what I'm gonna be sharing with you today, and that is actually in this database are gonna be two specific AI storyboards. We're gonna have the one right here called AI films and the AI storyboard version.

08:32Right now, I am in this specific view and once you select each of the different scenes, it has all of the information you need including all of the specific reference images, style images, and even character images. All right here neatly put together and organized.

08:47If you want to get the AI video engine,

08:50then you have to get the everything bundle. Now with over 20,000 prompts and 17 databases, you'll never need prompts again.

08:57Tonight is midnight.

09:00Tonight is midnight.

09:02Now again, remember, originally, this was gonna be ten minutes. So what I said was make this two minutes instead, not ten minutes.

09:09And just like that, it said, got it two minutes. That changes the grammar entirely. It's gonna go ahead and make all of the specific and necessary changes.

09:18Now, the next thing I did was I went ahead and added a few different reference images, and you could see over here, this is where it is important to first generate the content and give agent one reference images. Your videos are gonna turn out much better, and I said this specifically. Use a close-up shot of Sunkist.

09:34That's gonna be my main character, the protagonist, like this in the first image. And then I just went ahead and gave a specific reference image that it could use with a shot of an interior of a car shifting gears.

09:45And then I went ahead and provided more reference images to work in the scenes. With the fourth image, let's bring in a third character, myself Eric. He's a friend of Sunkist and motivates her with pep talks.

09:57Here's another solo image of Eric for reference. Once I went ahead and provided all the images of my specific characters, it now started with the character creation developing a master sheet.

10:09Now, you can see over here on the left hand side, this is where all of the tasks are happening. The Sunkist master sheet has landed house the lock. And then on the right hand side, this is the notebook.

10:20Inside this notebook, it looks like the whole master shot with all different angles of my main character Sunkist. It's good and ready to go. Bottom left hand corner, I get three options.

10:30Looks great, move to Sofia. Two, needs adjustment or if I want something specific, simply just type it in as a prompt right here.

10:38And then scrolling down, you can see over here, it now moves on to the cars, the vehicles, and it's doing the same exact thing giving me two sets of vehicles. So now once we have our characters, three of them in total, and our vehicles, now we get our first generated scene.

10:54And look at this right here. This looks incredible, but this is a perfect example of the power of agent one.

10:59Because look at this character right here, right here in this middle image. Who is this? So I simply asked question.

11:06This middle image right here in this grid, who is this? And instantly agent one answers me. That's Dario, the race organizer from the screenplay.

11:14So what I said specifically was, let's replace Dario with Eric, same image style, but talking to Sunkist, a motivational speech. And just like that, it goes to work and look instantly using GPT image two.

11:28There it is. It's simply replaced that center grid image with this one, a very accurate look of my myself right here in the middle. Amazing.

11:36But now on this other tab, we have notebook. This is where we're gonna instantly be able to see our scenes that have been generated. Now, I'm hovering over these videos getting a little bit ahead of myself, but you can look at them one by one.

11:49The video shot and seen one by one in addition to all of the images that are being generated. So if you ever want a specific change to any specific image or video, all you would have to do is reference something like replace something in 9.1 or 9.2 with fill in the blank of what you want the specific change to be, and it will do it perfectly.

12:09And so you can see that's exactly what I did over here on the left hand side. Look, I said, it gave me the first scene one probe. You could see we get nine two and nine one, very similar.

12:19So what I said instead is make scene 9.1, a shot of Sunkist walking side by side with Eric. So instead of having just this scene right here, it now should do that right away.

12:31Let's scroll down and now look, there it is. It gives me this full scene right here. So now for the most part, have everything accurate as far as the scene by scene storybook play.

12:42Alright? Now let's start the process of piecing everything together. So over here on the left hand side, scene four has been wrapped clean.

12:50All four race clips landed. Scene seven had a couple failed attempts, but it got the Sofia walk and the handshake. Ready to stitch this into the final two minute film.

12:59The final shot is officially in the notebook. Let me know when you're ready to stitch it all together. So if I scroll back up to the top, this is what it's referring to.

13:08We get all of the scenes. As I hover over each one, we could see everything that's being done. Now remember, we can make any sort of change that we want, but for the most part, things do look pretty good.

13:19For example, if I wanted to change the look of Sunkist in one of these videos, or let's say I wanted her to be wearing sunglasses instead, I could simply say in 12.1 as a reference, put black sunglasses on her and it will do it.

13:35But for the most part, let's go head down in the bottom left hand corner and say stitch it all together. Now when this process is done, we're gonna come back and see how it all turned out. It said stitching all clips together at five seconds per clip, it will run about two minutes and thirty seconds instead, a little over our two minute target.

13:51That's fine with me. Okay. So after we watch this clip or this film, I'll then present it with the option of either one, two, or three.

13:58Any changes that need to be made, I'll simply suggest it in the prompt and it will completely do it. Let's go ahead and see how this all turned out.

14:08It's not about how fast you are. It's about how you drive.

15:17Okay. I have to admit. This turned out incredibly well.

15:20However, one problem. There is dialogue, but in my case, I think there needs to be a lot more. Plus, we need to add some intense background music fit for the specific scene.

15:30And so that's where this process begins. Over here in the left hand side, I went ahead and specifically stated that we need a lot more dialogue. We need dramatic background music, and then I said in each of the scenes, for example, in 9.4, Eric tells Sunkist, don't worry.

15:46You got this. The same goes for ten one, ten three, and then I said for the rest of the scenes, you choose what dialogue works best. Let's go ahead and submit this and see what agent one can come up with.

15:58And now look at this. Here it is. Love it.

16:00Here's the full sound design I'm proposing. Okay? The full dialogue script.

16:04And now let's look at take two and see how this all turned out.

16:09Don't worry. You got this.

16:19It's not about how fast you are. It's about how you drive.

16:47Getting closer. I can feel it.

17:45Wow. That is incredible. Not only was take one great, take two even better.

17:49Now remember, check the links in the description to try in video agent one for yourself, plus to get access to tons of prompts. But let me know what you guys think in the comments below.

17:59And if you like this video, please remember, hit that subscribe button. I'll see you next time.

18:20How to wear a bruise like a silk coat when the world gets loud. We're not in Texas anymore, Eric.

The Hook

The bait, then the rug-pull.

Four seconds in, before a single UI screenshot appears, the payoff line from the AI-generated film drops — the film exists, it has dialogue, it has characters — and only then does the tutorial begin. The promise is already fulfilled before the method is explained.

Frameworks