Projects
Eighteen months of building creative systems, multi-agent architectures, and institutional-scale reasoning tools.
Act I — Creative Proof
(2024 — Early 2025)
We began with creative experiments to understand whether structured tensions could produce outputs beyond the reach of single voices.
Zafiro Cycle — Poetry Series
AI-assisted poetry exploring identity, migration, and human—machine symbiosis across six volumes.
MAAG v1.0 — Multi-Agent Article Generator
Early system for generating structured articles through role-based collaboration.
The Last Algorithm — Novel
Techno-thriller written via deliberate AI—human reasoning loops.
Act II — Architectural Extraction
(Mid 2025)
The creative proof revealed the underlying patterns that would become our multi-agent architecture.
MAGI v5
A structured role-based framework enabling auditable multi-agent reasoning.
Transparent Clockwork
A philosophy and visual metaphor to articulate multi-agent clarity and interpretability.
Decision Engine Experiments
Iterative tests across strategic, analytical, and narrative reasoning flows.
Act III — Institutional Validation
(Late 2025 — 2026)
The architecture matured into systems capable of supporting real institutional reasoning.
MAGI v6
The enterprise-grade extension of the architecture, supporting configurable agents, role-based orchestration, and decision audibility.
Edge Multi-Agent Lab
Exploring how MAGI-like reasoning behaves under severe resource constraints, from Raspberry Pi clusters to test low-power orchestration, to MAGI.Lite where lightweight on-device agents handles immediate, low-stakes decisions, while complex or high-uncertainty cases escalate to cloud deliberation.
Institutional Reasoning Deployments
Testing MAGI-like systems inside real workflows for governance, strategy, and operational clarity.
What's Next
(2026 and beyond)
We now focus on institutional-scale reasoning, agentic infrastructures, and augmented decision systems.
MAGI v7 (Concept)
Autonomous evaluators, self-correcting reasoning loops, and modular deliberation ecosystems.
The Institutional Test
Working with partners to validate how transparent reasoning scales across teams, departments, and governance structures.
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