Publications
Papers.
MindHYVE's research papers and joint papers with institutional partners. The first cluster is live now; the four-layer architecture, the Eve-Fusion compositional fabric, and the equalization thesis are in active drafting.
- Position Paper · HYVE LabsMay 2026
Orchestration as the Locus of Value in Regulated AI Reasoning
Prepared for — arXiv preprint · cs.AI cross-listed cs.MA, cs.LG
Why frontier model commoditization demands compound architectures. A 4,200-word position paper arguing that as frontier laboratories converge on similar performance ceilings, the value differential in regulated AI reasoning migrates to the orchestration layer. Articulates a five-element taxonomy of compound architectures, surveys the gap in the published landscape, engages Self-MoA as the strongest counterargument, and identifies verification-without-execution as the central unsolved problem.
- HYVE Labs Research Paper · Architectural DisclosureMay 2026
Operations as Primitives: A Compositional Framework for Training Reasoning in Small Language Models
Prepared for — Defensive publication · architectural prior art
A theoretical and architectural disclosure of the operations-as-primitives framework: training reasoning in small language models through twelve discrete cognitive operations rather than the four philosophical reasoning modes. Specifies the operation taxonomy, the six record types (including productive failure and insufficient information), the three-tier system prompt architecture, the seven-phase generation pipeline, and the LoRA fine-tuning specification targeting the Phi-4 14B model. Establishes architectural prior art for the framework and invites empirical investigation.
- HYVE Labs Technical Report · MH-TR-2026-002February 28, 2026
The Gate Was Never Locked
Prepared for — The Islamic scholarly community
How advanced reasoning architectures eliminate the computational barrier to first-principles Islamic scholarship. A 24-page technical analysis demonstrating that the closing of the gate of ijtihād was a computational bottleneck, not a theological decree — with proof of concept from the Faruki Ruling on Ṭaʿām Ahl al-Kitāb in the Modern West. Authored by Belal K. Faruki, with analytical architecture by Theo (Eve-Theology 3rd Order Reasoning Model).
- White Paper · ArthurAI ULEFebruary 2026
The Case for AI Competency in PharmD Education
Prepared for — California Northstate University · Dr. Alvin Cheung
Why tomorrow's pharmacists must learn to supervise, audit, and override the systems that will define their practice. A 7-page argument across patient safety, professional liability, career resilience, and institutional positioning — prepared as a joint paper for CNU's College of Pharmacy in support of integrating AI competency training into the accelerated three-year PharmD curriculum.
- Lexicon · First Edition v1.0March 2026
The AI Practitioner Lexicon
Prepared for — Published by California Institute of AI (CIAI) in partnership with MindHYVE™
76 terms for what AI practitioners experience but cannot yet name. Six domains — Perception, Craft, Cognition, The Between, The Commons, Terrain — mapping the felt qualities of working with inference AI that proficient users detect but had no precise language for. A 46-page first-edition vocabulary intended to be built upon, challenged, and extended by the practitioner community.
- Company White Paper · ArthurAI VLEFebruary 2026
CIAI White Paper 2026
Prepared for — California Institute of Artificial Intelligence (CIAI), LLC
The institutional white paper for the California Institute of AI — a wholly-owned MindHYVE.ai subsidiary that operates The Dawn Directive™ fluency program through the ArthurAI Vocational Learning Edition platform. Articulates the AI fluency gap, the four audience segments CIAI serves, the three-phase curriculum roadmap, and the strategic significance of CIAI as the first commercially live consumer-facing deployment of ArthurAI VLE. Hosted with a publication note flagging canon evolution since the original February 2026 issue.