
Foundations of Mandala Intelligence
The Mandala Protocol
A Five-Layer Architecture for Structured Meaning, Learning, Transformation, and Governed Intelligence
The Mandala Protocol defines a five-layer architecture for structured meaning, learning, transformation, and governed intelligence. It establishes the core pattern through which mandalas are formed, communicated, extended, and applied across human and AI-facing systems.
Publication overview →- Hardcover
Hardcover available · reported in the week ending November 4, 2026

Foundations of Mandala Intelligence
Big Net
The Relationship Topology of Governed Intelligence: How Structured Knowledge Systems Connect Without Losing Meaning
Big Net defines the relationship topology of governed intelligence: how structured knowledge systems connect without losing meaning. It explains how systems can connect across domains, objects, agents, and interpretive contexts without flattening meaning, losing provenance, or dissolving governance boundaries.
Publication overview →- Hardcover
Hardcover available · reported in the week ending November 4, 2026

Structures of Governed Intelligence
Mandala of Recovery
Containing Failure, Restoring Coherence, and Resuming Responsibly
An account of containing failure, restoring coherence, and deciding how work can resume responsibly after disruption.
Publication overview →- Paperback
Paperback available · reported in the week ending November 4, 2026

Structures of Governed Intelligence
Mandala of Gating
A guide to deciding whether an output or proposed action may proceed, using evidence, explicit conditions, and assigned authority.
Publication overview →- Kindle eBook
Kindle eBook available · reported in the week ending November 4, 2026

Standalone publication
The Book an AI Can Use
From Reading Information to Performing Reliable Work
A practical account of how machine-readable instructions become bounded operations whose results, failures, and limits can be inspected.
Publication overview →- Kindle eBook
Kindle eBook available · reported in the week ending October 29, 2026
- Paperback
Paperback available · reported in the week ending November 4, 2026

Standalone publication
The Intelligence Casebook
Twenty Problems in Evidence, Judgment, Meaning, and Responsible Action
Twenty fictional cases for practicing how to weigh evidence, interpret a situation, and recommend a responsible next step.
Publication overview →- Kindle eBook
Kindle eBook available · reported in the week ending November 4, 2026

Foundations of Mandala Intelligence
The Sanskrit Mandala Model
A Layered Architecture for Interpretable and Aligned AI
The Sanskrit Mandala Model presents a layered architecture for interpretable and aligned AI, drawing from Sanskritic systems of grammar, semantic structure, logic, hermeneutics, ontology, and bhakti/rasa alignment. It frames intelligence as structured, inspectable, and governable rather than flat or opaque.
Publication overview →- Hardcover
Hardcover available · reported in the week ending November 2, 2026

Foundations of Mandala Intelligence
Universal Knowledge Mandala
A Layered Architecture for Structured Knowledge, Governed Intelligence, and Responsible AI Participation
Universal Knowledge Mandala presents a domain-neutral architecture for structured intelligence. It translates mandala-based cognition into a secular, interoperable model for organizing knowledge, preserving conceptual structure, and supporting interpretable reasoning across human and AI contexts.
Publication overview →- Hardcover
Hardcover available · reported in the week ending October 29, 2026

Structures of Governed Intelligence
Mandala of Evaluation
Judging Adequacy, Risk, and Readiness in Intelligent Systems
A structured account of judging whether an intelligent system is adequate for its intended purpose, what risks remain, and what evidence supports readiness.
Publication overview →- Kindle eBook
Kindle eBook available · reported in the week ending October 29, 2026

Standalone publication
When AI Gets It Wrong
Containing Mistakes, Repairing the Work, and Deciding When to Continue
A practical inquiry into containing AI mistakes, repairing affected work, and deciding when to continue.
Publication overview →- Paperback
Paperback available · reported in the week ending October 29, 2026

Standalone publication
When AI Solves the Wrong Problem
Recognizing Goal Drift Before Good Work Goes in the Wrong Direction
A practical inquiry into recognizing goal drift when accurate, completed work no longer serves the purpose that justified it.
Publication overview →- Paperback
Paperback available · reported in the week ending October 29, 2026