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ORYASTRA

With fire at the core, toward the realm of starsLet intelligence reach the real world

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Multimodal Intelligence

Help AI jointly understand text, images, audio, video, and real-world context for richer perception, deeper understanding, and smarter action.

Explore DirectionsView Research Outputs
Text
Vision
Audio
Video
Data
Multimodal
Intelligence
Understand
Reason
Act

From Many Signals To Unified Understanding

Text
Vision
Audio
Video
Fusion
Understand
Reason
Generate
Act

Core Research Directions

01

Multimodal Understanding

Fuse multiple signals into a broader and more reliable understanding of the real world.

Multimodal Understanding
02

Cross-modal Reasoning

Connect perception boundaries for complex reasoning, knowledge transfer, and planning.

Cross-modal Reasoning
03

Multimodal Interaction

Explore natural, proactive, collaborative interaction for better understanding and action.

Multimodal Interaction
Founded 2026.03.11 · Updated 2026.08

Latest Research Outputs

Since March 2026, ORYASTRA has advanced staged validation across unified representation, collaborative reasoning, and real-world agents.

Unified Multimodal Representation Framework

Unified Multimodal Representation Framework

Built a unified representation prototype across text, image, audio, and video for understanding and generation.

2026-04-26Foundation
Collaborative Multimodal Reasoning And Execution

Collaborative Multimodal Reasoning And Execution

Validated cross-modal reasoning with coordinated tool use for more complex research and business tasks.

2026-06-18Validation
Multimodal Agents For The Real World

Multimodal Agents For The Real World

Validated a perception-understanding-action loop and formed the first real-world agent capability framework.

2026-08-08Milestone
View All Research Outputs

Explore The Next Step In Multimodal Intelligence

Move AI toward deeper understanding of the world and more useful action.

Enter Research Outputs