Kling O1 (Omni One): The First Unified Multimodal Video Foundation Model

Kling O1 represents a paradigm shift in AI video creation, is now available on SeaArt AI. As the industry's first unified multimodal video foundation model, it integrates generation, editing, and understanding into a single, powerful architecture. This groundbreaking model eliminates the need to switch between specialized tools, offering a seamless end-to-end workflow for professional-grade content production.

Core Technology: Multimodal Visual Language (MVL)

Unlike traditional models, Kling O1 is built on a multimodal transformer featuring a unique "Multimodal Visual Language" (MVL) system.

● Chain-of-Thought Reasoning: It processes text, images, and videos as interconnected instructions to deeply interpret intent, motion dynamics, lighting, and spatial relationships.

● High-Fidelity Output: Supports video clips of 3–10 seconds at resolutions up to 1080p, ensuring enhanced consistency in characters and scenes.

Key Capabilities

1. Text-to-Video: From Imagination to Reality

Transform natural language prompts into dynamic, high-fidelity videos with unprecedented accuracy.

● Visual Reasoning: The MVL system bridges text with visual reasoning, often matching your vision on the first try without the need for multiple regenerations.

● Cinematic Quality: Describes scenes, actions, and camera movements (e.g., dynamic dolly shots, neon-lit cities) to generate realistic motion and lighting effects.

2. Image-to-Video: Static to Fluid

Animate static images into fluid, professional videos while preserving intricate details like textures and compositions.

l  Reference Control: Upload up to 10 reference images combined with text prompts to guide the animation.

l  Advanced Editing: Handles complex tasks like subject insertion, style transfers, and environmental changes while ensuring frame-to-frame stability.

3. First and Last Frame AI Control

A standout feature for precise storytelling, also known as "Start/End Frame Conditioning".

● Seamless Interpolation: Upload a starting frame (e.g., a hiker at a trailhead) and an ending frame (e.g., reaching the summit), and O1 generates a seamless 5–10 second transition between them.

● Consistency: Deduces logical event flows to interpolate natural motion and camera paths, bridging storyboarding and final production.

Industry-Leading Performance

Kling O1 is engineered to outperform major competitors.

● Benchmark Success: In blind tests, O1 achieved a 247% win ratio in image-referenced video tasks and 230% in video transformations against competitors like Google Veo 3.1 and Runway Aleph.

● Unified Workflow: Its all-in-one design allows for stacked operations, such as generating a video while simultaneously editing specific elements in a single prompt.

How to Use Kling O1 on SeaArt AI

Kling O1 is fully integrated into SeaArt AI’s "AI Apps" and Workflow systems, making advanced video production accessible to everyone.

Step 1: Access the Model

Log in to SeaArt.ai. Navigate to the "Generate" tab and select "Video Generation" (or search for "Kling O1" in the Model Library). Choose "Kling O1 (Omni One)" as your active model.

Step 2: Choose Your Mode

Kling O1 on SeaArt offers three distinct creation modes based on its unified architecture:

A. Text-to-Video (Concept Creation)

Input: Enter a detailed text prompt describing your scene, action, and camera movement (e.g., “A cyberpunk city at dusk with neon lights reflecting on wet pavement, cinematic dolly shot”).

Tip: Use the "Creativity" slider in SeaArt settings to adjust how strictly the AI follows your text versus its own artistic interpretation.

B. Image-to-Video (Animation)

Input: Upload a static reference image (JPG/PNG <10MB) to the "Reference Image" slot.

Prompt: Add a text prompt to define the motion (e.g., “Make the waves crash violently”).

Result: The model animates your image while preserving textures and character details.

C. First & Last Frame Control (Director Mode)

Input: Upload two images: one in the "Start Frame" slot and one in the "End Frame" slot.

Magic: Kling O1 generates a seamless 5–10 second bridge between them, interpolating the logic, motion, and lighting changes automatically.

Step 3: Adjust Settings & Generate

Duration: Select 5s for quick tests or 10s for full scenes.

Resolution: Toggle High Quality (1080p) for professional output.

Action: Click "Generate". Your video will process in the cloud and appear in your "My Creations" gallery, ready for download or further editing.