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What is Skyfall AI?

Skyfall AI is an artificial intelligence research and development company focused on building world models for engineering design, enterprise simulation, and autonomous decision-making. Its research explores alternatives to traditional autoregressive language models for applications requiring spatial understanding, causal reasoning, and long-horizon planning. The company's SKY-001 model is a hierarchical visual world model designed to generate complex engineering designs and the sequences of actions required to construct them. SKY-001 accepts design goals expressed through text prompts, reference images, and spatial constraints to produce structured design plans. Its Hierarchical Composer decomposes complex objects into assemblies, subassemblies, and individual components while maintaining relationships across the overall design. The Construction World Model then generates intermediate visual states, two-dimensional sketches, and geometric operations for building each component. For computer-aided design applications, the system can reconstruct mechanical assemblies and represent the individual operations used to produce their three-dimensional parts. Its building information modeling capabilities generate floor layouts by dividing building outlines into units and organizing individual units into rooms. Skyfall AI also researches Enterprise World Models that represent relationships between business functions and simulate the downstream effects of operational decisions. Its Morpheus platform provides persistent enterprise simulations for studying continual reinforcement learning, changing business objectives, and adaptive planning, while its World of Workflows research explores safety-controlled execution. The company is developing these technologies for potential applications across manufacturing, industrial engineering, enterprise operations, healthcare, aerospace, and other complex physical and organizational systems.

What is K2 Horizon?

K2 Horizon consists of a collection of six open models, namely the 375B-A23B, 36B-A4B, 32B, 7B, 3.7B, and 0.9B, each meticulously designed to excel in specific areas such as reasoning, mathematics, coding, agentic tasks, and overall functional capabilities. These models are built upon a cohesive architecture that incorporates a shared vocabulary, training methodologies, interfaces, evaluation frameworks, and deployment tools, which enable smooth transitions between different model sizes and effective management of varying workloads. Leading the lineup, the 375B-A23B model excels in complex reasoning, software development, research endeavors, and long-term agentic operations, whereas the 32B and 36B-A4B models emphasize strong local deployment capabilities. The 36B-A4B model is distinguished by its cutting-edge Mixture-of-Value Attention mechanism, which fuses sparse attention with Mixture-of-Experts layers, enabling it to utilize around 4 billion parameters per token, thereby closely rivaling the performance of the denser 32B model. This innovative architecture not only enhances versatility but also optimizes resource utilization across a diverse array of applications, making K2 Horizon a formidable presence in the field of model technology. Additionally, the collective strengths of these models allow for a comprehensive approach to tackling various challenges within their respective domains.

Media

Media

Integrations Supported

Salesforce

Integrations Supported

API Availability

API Availability

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Skyfall AI

Date Founded

2024

Company Location

United States

Company Website

skyfall.ai/

Company Facts

Organization Name

Institute of Foundation Models

Date Founded

2025

Company Location

United States

Company Website

ifm.ai/blog/k2/

Categories and Features

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

Large Language Models

Not specified

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