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Spatial intelligence

How built and natural space should be arranged is one of the oldest questions humans have asked. We formalise the priors — ancient and modern — into structured constraints a machine can reason over and test.

GET   /v1/fields/spatial-intelligence
projects   1
boards   1
publications   2

Projects

auspicia Auspicia
status: deployed · GET /v1/projects/auspicia

Boards

Spatial × ML Spatial harmony, computed
status: Active · GET /v1/boards/spatial-harmony-computed

Publications

Preprint Encoding directional priors as model constraints
published: 2026 · 05 · GET /v1/publications/encoding-directional-priors-as-model-constraints
Essay Can a tradition be falsified, kindly?
published: 2025 · 09 · GET /v1/publications/can-a-tradition-be-falsified-kindly

Canonical machine view: /v1/fields/spatial-intelligence

Projects in this field

ProjectDeployed

Auspicia

Auspicia brings the world's oldest spatial sciences — Vastu Shastra and Feng Shui — into a form a machine can reason over. We pair certified practitioners with spatial diagnostics that turn directional and elemental priors into clear, testable guidance for the spaces people live in and build. Every room has a direction; every direction has meaning, and we make that knowledge legible to both the homeowner and the algorithm.

Research boards in this field

Spatial × MLActive

Spatial harmony, computed

Can the priors inside Vastu and Feng Shui be expressed as structured constraints a generative model can reason over — and tested against real outcomes?

part of auspicia

Publications tagged with this field

2026 · 05
Encoding directional priors as model constraintsA first pass at making spatial-harmony rules legible to a diffusion model. From the Spatial × ML board.
Preprint2025 · 09
Can a tradition be falsified, kindly?On studying belief systems without either mocking or endorsing them.
Essay