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Sphere-Based Design Concepts
Discover the Artistry of Primary Design Co. Design Studio
Our design studio offers innovative and cutting-edge Sphere-Based designs that combine beauty, functionality, and sustainability.
Symbolic HLSF-FFTs: A Blueprint for AGI
Leveraging LLMs to push AI towards agency and emergent expression
At Primary Design Co., our creative vision extends beyond art and design into the cutting edge of artificial intelligence research. The striking graphics you see on our homepage aren’t just visual flourishes — they are visualizations of the underlying structures, patterns, and transformations at the heart of our work with High-Level Space Fields (HLSFs) and Fast Fourier Transforms (FFTs). We explore how these concepts can be harnessed to model emergent behavior, agency, and symbolic reasoning in AI systems.
Rooted in our Sphere-Based Design Theory, we approach AI the same way we approach architecture: by combining beauty, balance, and mathematical efficiency with purpose and functionality. Our research leverages these principles to create conceptual frameworks for AGI development — where form follows function, and both are informed by nature’s most efficient geometries. Whether through interactive visualizations, dynamic data art, or applied architectural analogies, our goal is to bridge the gap between aesthetic design and functional intelligence, inspiring new ways to see and shape the future of AI.
Read Hlsf-FFT-SKG AI Papers
HLSF Manuscript
This paper introduces High-Level Space Fields (HLSFs) as a universal substrate for artificial cognition. HLSFs model adjacency across text, sound, images, and symbols, enabling recursive expansion, memory, and multimodal reasoning. The manuscript formalizes the mathematical framework, presents algorithms for adjacency growth and agency gates, and demonstrates how spectral and symbolic coupling can power scalable, explainable intelligence.
FFT-Symbology Manuscript
This study applies Fast Fourier Transforms (FFTs) to symbols—religious glyphs, logos, and emblems—to uncover their hidden harmonic signatures. By decomposing symbols into frequency space, the work shows how universal patterns of resonance shape memorability, perception, and cultural persistence. It also proposes AI-driven symbol generation using FFT optimization, advancing semiotics, design, and human-computer interaction.
SKG Manuscript
This manuscript defines Super-Knowledge Graphs (SKGs) as a recursive architecture for structuring and expanding knowledge. Unlike static knowledge graphs, SKGs dynamically reorganize, enabling multi-scale adjacency, emergent reasoning, and long-term memory formation. The work compares SKGs to LLMs and GNNs, formalizes their mathematical underpinnings, and positions them as a critical foundation for artificial general and superintelligence.
Explore AI Concepts
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About Primary Design Co.
Our Vision
Our Approach
Our Approach
Initially promoting thought-provoking entity line designs on TikTok, Primary Design Co. has taken the High-Level Space Fields (HLSFs) concept to new heights of understanding and application. By looking at HLSFs systematically, we are delving into their use for training neural networks and organizing dynamic multidimensional databases.
Our Approach
Our Approach
Our Approach
We see Spheres as the root form of all geometry, which is why we call our philosophy Sphere-Based Design Theory. Within the sphere emerge the box, pyramid, column - and through various transformations, any form you can imagine. At Primary Design Co. we hope to unveil the symmetries of the sphere to assist future developments in architecture, planning, engineering, and technology.
Our Artwork
Our Approach
Our Artwork
Expanding the frontier of HLSF digital representation is a core aspect of Primary Design Co. Moving from lines to color, all the way to 3D and 4D VR/AR projections, HSLFs are poised to simulate meta-physical experiences with geometric precision and fluidity. Future software, likely developed with AGI, will allow for full digital immersion.