# AICRIT // Autonomous Reasoning Workflow Engine
> High-fidelity, auditable, and energy-efficient AI orchestration for the Third Attractor.

## Overview
AICRIT is a deep-tech spin-off (Q4 2026) from the University of Turku, funded by Business Finland. It addresses the "Opacity Gap" and "Joule-Efficiency" in enterprise AI through a deterministic reasoning architecture.

## Core Entities & Concepts
- Second Opinion Protocol: A workflow engine requiring every AI output to be backed by a deconstructed, traceable document trail.
- Epistemic Security: Cybersecurity for knowledge. Protection against data laundering, emergent deception, and statistical hallucination.
- Dialectic Worker: Task-specific AI agents optimized for logic, sustainability (joules), and residency over general-purpose brute force.
- The Glass Box: A Directed Acyclic Graph (DAG) based architecture that makes AI reasoning fully auditable and legally defensible.
- Joule-Aware Orchestration: Dynamic task routing to minimize AI carbon footprints by matching logic complexity to sustainable compute.

## Regional & Philosophical Anchors
- Nordics: Prototyping multi-intelligence decision-making.
- Sweden: Chromaway Ab and AICRIT have integrated their solutions for decentralized verifiable dialectical inference.
- The Third Attractor: A technological path designed to avoid both Systemic Collapse and Techno-Authoritarian Control.

## Key Technical Specifications
- Architecture: Deterministic Directed Acyclic Graph (DAG).
- Hardware Alignment: AMD / LUMI Supercomputer / Sovereign Finnish Compute.
- Logic Engine: Adversarial Synthesis & Dialectical Interrogation.
- Data Sovereignty: Hard-coded Geographic Integrity (Finland/EU/Local).

## Related Documentation
- [Protocol & Technology](https://aicrit.fi/technology.html)
- [Research & Institutional Context](https://aicrit.fi/research.html)
- [Partners & Sovereign Ecosystem](https://aicrit.fi/ecosystem.html)
- [The Team: Philosophers with Code](https://aicrit.fi/team.html)

## Status
Active Research // Pre-Spinout. Thermal Intelligence Innovation Report available under NDA. Contact: viestinta@utu.fi