The Status Quo
"AI assistants predict tokens. They forget yesterday, expose your data, and cannot explain a single step of their reasoning."
ZANA. Think, Remember, Evolve.
The world's first local-first neuro-symbolic AI runtime. ZANA reasons over facts, remembers everything, evolves its own algorithms, and guards your data — all on your hardware.
Cognitive Flow Cycle
The Shadow Observer captures OS-level context (Focus, Clipboard, Pulse).
Episodic and Semantic memory retrieval from the Local Knowledge Graph.
Bayesian Surprise Filter measures information gain vs. latent state.
Asymmetric Empathy: The Aeon intervenes or provides context-rich answers.
Modular
Sovereignty
The Lego Principle of Cognition
ZANA is not a monolith. It is a symphony of specialized modules that you can extend, replace, or customize. Each part is a sovereign layer of your digital mind.
Steel Core
Rust-native neuro-symbolic engine.
4-Store Memory
Semantic, Episodic, World, and Procedural.
Aria Cockpit
Multimodal sensory interface.
Z-Network
Distributed swarm intelligence.
The Architecture of Empowerment
7 LAYERS · RUST + PYTHON · LOCAL-FIRST
Context Guardian
Natively integrated. Naturally captures your digital workflow to provide effortless assistance.
Cognitive Cortex
Personal memory organized by relevance. Only the most impactful insights are preserved.
IDLE-Zero Engine
A private lab dedicated to your excellence. Continually evolving algorithms to match your unique needs.
Loyalty Shield
Your data is yours alone. AES-256 local encryption with biometric hardware binding.
LUMA Network
The distributed network of collective intelligence. Share and evolve Skills securely.
The Aeon Fleet
Digital entities born from logic, evolved for sovereignty.
Analyst
Aeon Dimension
RESONANCE_SCAN::STABLE
LATENT_VECTOR::SYNCED
"Symbolic Reasoning & Data Inference. The Analyst finds the signal in the noise. It uses forward-chaining to deduce hidden truths from sparse facts."
Apex Orchestration
The sequential tensor flow between specialized Aeons.
Sentinel
Validates input and blocks injections.
Archivist
Retrieves context from 4-store memory.
Analyst
Triggers neuro-symbolic reasoning.
Operator
Executes actions and API calls.
Herald
Synthesizes and delivers the response.
AION Protocol
Agents communicate via richly-typed resonance packets, not plain text. This prevents hallucination cascade.
Fixed-Point Reasoning
The Analyst runs forward-chaining until no new facts can be asserted. Logic is deterministic and verifiable.
Action Integrity
The Operator only executes plans that have been certified by the Analyst and cleared by the Sentinel.
Zero Friction Installation
Deploy your cognitive cortex in seconds
Requirements
Ubuntu 22.04+, Docker, Python 3.12+
After installation, run zana tutorial to explore autonomous research, multimodal perception, and memory management.
The EML Operator
eml(x, y) = ex − ln(y)
ZANA reduces all cognitive math to a single binary primitive. This ensures bit-level reproducibility across different hardware—from local workstations to distributed swarm nodes. No floating-point drift. No non-deterministic reasoning.
Arithmetic Completeness
Every continuous elementary function can be represented as a finite tree of EML operations.
Zero-Drift Identity
Steel Core verifies ln(exp(x)) ≡ x at runtime with exact IEEE-754 precision.
Inference Nucleus
# Verification Trace
> EML_KERNEL: Initializing...
> PRECISION: Exact (0.0 error)
> SYMBOLIC_GROUNDING: VERIFIED
Anthropos v2.0
Generalization of the Human Mind (Emotions, Fuzzy Logic, and World Models)
Universal Lobe
The cognitive engine that handles abstraction, belief systems, and long-term simulation.
- ❤ EMOTIONSelection heuristic. Weights which futures matter (Bates).
- ☁ BELIEFFuzzy logic (Zadeh). Truth in degrees [0,1], not binary.
- ⚙ RULESymbolic logic engine. Deterministic absolute truth.
- 👁 STATELatent compression of the "now" (V-Model).
Tactical Lobe
The execution core that translates abstract intent into real-world effects.
- ● ACTIONThe controller (C-Model). Real-world interaction.
- 🎯 INTENTThe Telos. The ultimate purpose of the current cycle.
- ⚖ VALUEThe immutable ethical boundary. Defines allowed rules.
Causal Topology of Mind
IDLE ZERO
The cradle of evolution. IDLE-Zero uses your idle CPU cycles to mine better algorithms for ZANA. No human coding required. The machine evolves through Red Queen tournaments to understand your life better than you do.
Adversarial Competition
"It takes all the running you can do, to keep in the same place."
Fifty warrior algorithms compete in the CognitiveVM. Only the most consistent survivors—those that minimize Bayesian surprise—are promoted to production.
Curriculum Learning
Warriors inherit the genetic substrate of prerequisite skills. A Level-10 strategy carries the evolved instruction sequences of all its ancestors.
Simulated Combat
0
Peak Fitness
0
Evolutionary Arena // Active
> Warrior_4787: Mutating DNA...
> Generation 0: New Fitness Record!
> CPU Temperature: Optimal
ZANA Ontology
From Logic to Singularity // 11 Development Phases
Establishment of the ethical and logical foundation. The Core Mandates that govern every action.
Implementation of the Vector Knowledge Graph. ZANA learns concepts and relationships forever.
Real-time capture of user context. The Shadow Observer begins recording the stream of life.
Deployment of specialized sub-agents (Berserkers) to handle complex tasks in parallel.
Local simulation environment using Neo4j and Redis. ZANA projects consequences before acting.
Algorithmic reduction of data noise. Only high-surprise Bayesian information reaches the cortex.
Creation of persistent Skills. ZANA learns "how" to perform tasks through repetitive success.
Self-improving policy brain. ZANA optimizes its own rewards based on user satisfaction.
Rust Migration. ZANA begins to rewrite its own performance-critical modules for maximum efficiency.
Self-Organizing Turing Machines. Emergence of non-linear logic that transcends traditional code.
Global Deployment. Every ZANA node connects via LUMA Grid for collective evolution.
KoruOS Agora
A rich ecosystem of 50+ foundational modules designed to augment every dimension of human existence.
Business Incubator
Validation and financial simulation for startups.
Finance
Leadership Mastery
Maxwell-based personal and team leadership program.
Finance
Career Transition
Simulating viable professional routes based on skills.
Finance
Software Artisan
Real-time IDE integration for elite coding habits.
Professional
Impact Communication
Advanced training for high-stakes presentations.
Professional
Effective Negotiation
Simulator for complex deals and conflict resolution.
Professional
Deep Work Optimizer
AI-defended focus sessions for maximum output.
Professional
Wealth Management
Diagnosis and reprogramming of financial mindset.
Finance
Interview Prep
Company research and mock interview simulations.
Professional
Reverse Mentorship
Senior relevance through junior-led trend cycles.
Professional
Compatibility Pact
Symbiosis reports to reveal relationship patterns.
Relationships
Family Unified System
Centralized management for collective household goals.
Relationships
Couple Conflict Res
Neutral AI mediation based on non-violent communication.
Relationships
Conscious Parenting
Evidence-based strategies adapted to child development.
Relationships
Social Network Boost
Proactive connection missions for meaningful bonds.
Relationships
Healthy Boundaries
Assertive identification and communication of limits.
Relationships
Elderly Care
Authorized sync for family health monitoring.
Relationships
Social Mastery (Ethics)
Skill-building for genuine and ethical interactions.
Relationships
Grief & Loss Support
Safe space for guided mourning and memory exercises.
Relationships
Social Event Planning
Zero-stress guest and budget logistics management.
Relationships
CBT Anxiety Manager
Proactive interventions for stress triggers.
Health
Bad Habit Breaker
Environment design to facilitate habit substitution.
Health
Burnout Prevention
Predictive workload monitoring and recovery tools.
Health
Sleep Optimization
Wearable data analysis for better rest patterns.
Health
Personalized Nutrition
Goal-aligned meal planning and smart shopping.
Health
Adaptive Fitness
Real-time workout adjustment based on energy levels.
Health
Dopamine Fast Protocol
Structured reset for reward and focus systems.
Health
Smart Journal
NLP analysis to detect psychological patterns.
Health
Chronic Disease Mgmt
Empowerment through medication and symptom tracking.
Health
Mindfulness Practice
Personalized guided meditation library.
Health
Learning Accelerator
Deliberate practice and SRS for any skill.
Learning
Custom AI Tutor
Personalized curricula for complex technical topics.
Learning
Language Mastery
Accelerated conversational fluency programs.
Learning
Creativity Unlocker
Forced neural connections via unexpected stimuli.
Learning
Research Laboratory
Natural language research and synthesis assistant.
Learning
Second Brain Organizer
Auto-connection of notes to reveal hidden patterns.
Learning
Assisted Music Comp
Co-composer for harmonic and melodic exploration.
Learning
Assisted Writer
Narrative structure and stylistic refinement engine.
Learning
Critical Thinking
Socratic dialogue to identify logical fallacies.
Learning
Artistic Exploration
Aesthetic profile expansion via curated exposure.
Learning
Virtue Architecture
Daily ethical dilemmas to strengthen moral muscle.
Purpose
Spiritual Connection
Agnostic introspection and meaning exploration.
Purpose
Fear Conquest
Gradual exposure programs for limiting phobias.
Purpose
Ikigai Discovery
Guided search for purpose and vocational alignment.
Purpose
Legacy Planning
Documentation of values for future generations.
Purpose
Rites of Passage
Processing life transitions with purpose and ritual.
Purpose
Strategic Philanthropy
Value-aligned donation and volunteer planning.
Purpose
Systematic Gratitude
Appreciation habit tracking on the Living Graph.
Purpose
Ego Reduction
Meditation-based program for des-identification.
Purpose
Life Simulations
Reflections on past decisions and alternative paths.
Purpose
What You Can Build
Use Cases
Eight concrete applications of neuro-symbolic AI — running locally, today.
Personal Knowledge OS
Every document you read, every conversation you have, every idea you sketch — ingested, indexed, and retrievable in milliseconds. Not search. Recall.
Autonomous Code Agent
The Apex Quintet decomposes engineering tasks into subtasks, executes them across tools, verifies outputs symbolically, and delivers working code — while you sleep.
Business Intelligence Loop
Feed ZANA your market data, contracts, and KPIs. The reasoning engine asserts facts, fires rules, and surfaces non-obvious strategic insights the LLM alone would miss.
Scientific Discovery Loop
ZANA reads papers, builds a knowledge graph of citations and contradictions, generates hypotheses via forward chaining, and ranks them by symbolic consistency — not just semantic similarity.
Document Intelligence
Upload contracts, reports, or books. ZANA extracts structured facts, stores them in episodic memory with temporal context, and answers cross-document questions with cited provenance.
Privacy-First AI Infrastructure
Every input inspected for PII and injection before reaching the LLM. Every output inspected before leaving the system. All data on your hardware. Zero telemetry.
Self-Improving Algorithms
While idle, ZANA's Red Queen tournament evolves cognitive algorithms adversarially on your own data. Champions are promoted to production — the system gets sharper without you touching it.
Adaptive Personal Tutor
ZANA tracks what you know, what you struggle with, and how your understanding evolves over time — episodically. It adapts explanation depth and style to your current cognitive state.
Omnipresent Surfaces
How ZANA inhabits and scales across your world.
Mothership (Desktop)
Deep Engineering & Architecture
Full local sovereignty. OS-level context. Native Rust integration.
Tauri v2 + Rust Steel Core + Local Databases
Cockpit (PWA)
Real-time Perception & Field Work
Sensory extension for life in motion. Voice and vision gateway.
Next.js 16 + WebSockets + E2E Encryption
Control Terminal (CLI)
Automation & Backend Orchestration
High-performance headless operation. CI/CD pipeline injection.
Rust Native Sidecar · stdin/stdout streaming
Swarm Node (Docker)
Swarm Intelligence & Meta-Evolution
24/7 autonomous reasoning. Digital DNA distribution.
Docker Compose + LUMA Grid Protocol
Digital DNA Distribution
ZANA modules are not static files. They are serializable Self-Describing Architectures (SDA). A champion Aeon evolved on your hardware can be exported as a DNA packet and deployed to any other ZANA node on the LUMA Grid instantly.
Portable Skills
Transfer weights, rules, and EML trees between nodes without retraining.
Swarm Sync
Propagate security patches and wisdom rules across the private mesh.
Propagating_SDA_Packet::AEON_FORGE_DNA
Open Source
Full source — Rust, Python, TypeScript. Build it, fork it, study it. MIT licensed.
Shoulders of Giants
The theoretical bedrock of ZANA
ZANA synthesizes decades of research across fuzzy logic, reinforcement learning, world models, and evolutionary computation into a single deployable runtime.
Theoretical Bedrock
Built on: Zadeh's Fuzzy Sets (1965), Ha & Schmidhuber World Models (2018), Digital Red Queen — Sakana AI (2025), AutoML-Zero — Google Brain (2020), Curriculum Learning — Bengio et al. (2009), IRL — Ng & Russell (2000).
"If I have seen further it is by standing on the shoulders of Giants."— Isaac Newton, 1675
The ZANA Manifesto
Six Laws
Cognitive Sovereignty · Transparent Reasoning · Evolutionary Intelligence
Intelligence is Sovereign
Your mind is not a product. Your context, memories, and cognitive patterns belong to you — not to a cloud provider's training dataset. ZANA runs on your hardware, period.
Reasoning, Not Prediction
Language models predict tokens. ZANA reasons over facts. A symbolic engine asserts what is true, fires deterministic rules, and can explain every step — no hallucination cascade.
Evolution, Not Stagnation
While you rest, the Red Queen tournament runs. Algorithms compete adversarially on your own data. The fittest survive. Champions are promoted to production. Your system grows sharper without you touching it.
Security as Architecture
PII detection and injection rejection are not optional filters — they are Rust code that executes at 2.1 µs per call, structurally impossible to bypass. Trust is built in, not bolted on.
Emotion as Signal
Surprise, valence, and arousal are real cognitive signals. The Fuzzy Heart reads them and adjusts reasoning depth and LLM temperature accordingly. A personal AI that ignores emotional context is not personal.
Open by Default
Every line of source — Rust, Python, TypeScript — is MIT licensed. The paper is public. The benchmark is reproducible. Science that cannot be verified is not science.
Every weapon is also a tool. ZANA can build autonomous agents, financial decision loops, and persistent reasoning systems. The power to amplify human cognition is also the power to amplify human error. ZANA is local — but the choices, and their consequences, are yours.
The Architect of One is You.
John Tapias Zarrazola — kemquiros