A NEBULLYS PROJECT · N—01

AZTEC

Intelligence, under your authority.

Aztec is a personal intelligence designed to unite natural conversation, lasting memory and everyday assistance within one private, continuous experience.

Explore the system
01PRIVACYBY DESIGN
02CONTINUITYOVER TIME
03AUTHORITYREMAINS YOURS

The intelligence
assists.
You decide.

Aztec is designed as a complete AI-powered personal assistant — able to converse naturally, understand context, remember what matters and provide meaningful assistance over time. Through memory and continuity, it can build on past interactions instead of treating every conversation as a new beginning.

But intelligence is not authority. AI models can understand, reason and communicate, but they never decide or act on their own. Actions, permissions, tools and memory remain governed by Aztec's secure architecture — and, ultimately, by you.

01

HUMAN AUTHORITY

You remain the final authority over every permission, action and decision.

02

COGNITION, NOT CONTROL

AI can understand and reason, but it cannot govern.

03

LOCAL FIRST

Personal data remains under your control at all times.

04

LEAST EXPOSURE

Every component receives only what it truly needs to perform its task.

Built as a system.
Not a black box.

Aztec separates intelligence, memory, identity and capability into distinct layers — each with a clear purpose and a controlled place in the whole.

MODULE / 01GOVERNANCE

Control remains explicit.

Permissions, actions and decisions follow traceable rules instead of model initiative.

MODULE / 02COGNITIVE INTELLIGENCE

Reasoning without command.

Models can understand and communicate without becoming the system that controls them.

MODULE / 03CHRONOS

Continuity over time.

Structured memory allows useful context to endure without becoming an uncontrolled transcript.

MODULE / 04IDENTITY

Recognition with boundaries.

Identity signals establish who may be present; policy decides what follows.

MODULE / 05VOICE

Voice, expression and presence.

Speech, response and expression form one continuous conversational experience.

MODULE / 06TOOLS & ACTIONS

Capability by permission.

Tools remain separate from intelligence and available only after explicit authorization.

MODULE / 07ZEUS & AGENTS

Delegation with limits.

Zeus coordinates specialized agents through defined roles, limited capabilities and reviewed results.

MODULE / 08INTERFACES

One core, multiple interfaces.

Desktop and mobile interfaces connect to one identity, one memory and one source of authority.

A memory with
structure and purpose.

Chronos distinguishes what happened from what deserves to endure. It organizes meaningful context across time, people and relationships, allowing each conversation to build on the last without reducing a person to a transcript.

01HISTORY

What happened.

02MEMORY

What should endure.

03RELATIONSHIPS

Who and what connect.

04TIME

When context matters.

05PROVENANCE

Where knowledge began.

06RELEVANT RECALL

Only what matters now.

CHRONOS STATUS IN ACTIVE DEVELOPMENT

Recognition is evidence.
Authority is policy.

Knowing who may be speaking is not the same as deciding what they may do. Aztec keeps identity evidence, roles and permissions deliberately separate.

LIVE SIGNALVOICE ACTIVITY
Speaker ID resolved as Admin
KNOWN SPEAKER
Speaker ID resolved as Unknown
UNRESOLVED SPEAKER

A detected voice can help resolve a speaker as Admin, User or Unknown. Recognition identifies; policy determines what each role may access.

01

VOICE RECOGNITION

A signal that can support identification — never an automatic grant of permission.

02

IDENTITY RESOLUTION

Evidence is compared with known context before an identity is considered.

03

ROLES

Admin, user and unknown states establish clear differences in access and trust.

04

PERMISSION POLICY

What someone may request remains separate from who the system believes they are.

TRUST STATESADMINUSERUNKNOWNIDENTITY INFORMS · POLICY GOVERNS

More than a voice.
A presence.

Aztec listens, understands and responds through one continuous conversational core. Synchronized voice, expression and visible states transform that response into a presence you can perceive.

RESPONSIVE STATELISTENING · THINKING · SPEAKING
01

LISTEN

Receive speech as an intentional input.

02

UNDERSTAND

Connect language with context and memory.

03

RESPOND

Form a useful answer through the shared core.

04

EXPRESS

Return it through text, voice and presence.

SYNCHRONIZED EXPRESSION

Speech, translated
into presence.

Each spoken response is translated into precisely timed visemes, allowing the avatar's mouth movements to remain synchronized with Aztec's voice.

01

VOICE GENERATION

Aztec transforms its response into speech.

02

VISEME SYNCHRONIZATION

Speech timing drives the avatar's mouth shapes.

03

EXPRESSIVE PRESENCE

Eyes, face and behavior reflect Aztec's current state.

The intelligence can change.
Aztec remains.

Aztec is not defined by a single model. Cognitive engines can evolve or be replaced while identity, memory, permissions, tools and the system's governing principles remain continuous.

“Aztec is not an LLM with tools. Aztec is a personal system that can use LLMs.”
CHANGEABLECOGNITIVE ENGINE
CONTINUOUSAZTEC COREIDENTITY · MEMORY · AUTHORITY
AUTHORIZED BY AZTECANSWER · TOOL · ACTION

Privacy is an architecture.
Not a setting.

Privacy cannot depend on a single switch. It emerges from where information lives, how systems are separated and how little context each component is allowed to receive.

01

LOCAL FIRST

Personal context is kept close to the system you control whenever possible.

02

PROTECTED STORAGE

Sensitive information belongs within deliberate, protected boundaries.

03

SEPARATED SECRETS

Credentials and private configuration remain isolated from cognitive context.

04

CONTROLLED CONTEXT

Only relevant information is retrieved, and only when it serves the current exchange.

Delegation without
surrender.

Specialization expands what Aztec can accomplish without dissolving responsibility. Aztec receives the request, Zeus coordinates the work and each agent contributes within a clearly defined role.

DELEGATION PATHAZTEC · ZEUS · SPECIALIZED AGENTS
AUTHORITY LAYER
AAZTEC
REQUEST · PERMISSION · FINAL REVIEW
Apollon, Dionysos, Hades and Artemis agent states
Zeus coordination state active
COORDINATION LAYERZEUSTASK ROUTING · AGENT COORDINATION · RESULT ASSEMBLY
Demeter, Poseidon, Athena and Hermes agent states
01

SCOPED ROLES

Each agent is assigned a clearly defined area of responsibility.

02

LIMITED CAPABILITIES

An agent receives only the capabilities required for its current task.

03

EXPLICIT PERMISSIONS

Every actionable request passes through authorization and system policy.

04

REVIEWED OUTPUTS

Zeus returns results to Aztec, where they are evaluated before reaching the user.

Prepared for
what matters.

Critical situations should never depend on improvisation. Aztec is designed around deliberate procedures for recovery, containment, diagnosis and emergency response.

PROTECTED ACTIVATIONADMIN VOICE BIOMETRICSSECRET AUTHENTICATIONSYSTEM POLICY
ABSOLUTE OVERRIDE00
EMERGENCY KILL SWITCH

A final safeguard, always within reach.

A dedicated emergency command can stop Aztec at any moment, regardless of the active task. Activation remains bound to a protected phrase and verified administrator voice.

PROTOCOL CLASS / 01

AUTONOMOUS RECOVERY

Restarts the Aztec runtime through a controlled sequence, then verifies that every required service returns to a known state.

PROTOCOL CLASS / 02

COGNITIVE CONTAINMENT

Places Zeus and every specialized agent offline when abnormal behavior requires immediate separation from cognitive activity.

PROTOCOL CLASS / 03

INTEGRITY VERIFICATION

Performs an extended security inspection for signs of intrusion, alteration, unauthorized copying or host compromise.

PROTOCOL CLASS / 04

SYSTEM LOCKDOWN

When a compromise is confirmed, protected assets can be rendered inaccessible, Aztec disabled and the host isolated from every network.

PROTOCOL CLASS / 05

DIAGNOSTIC & RESTORATION

Audits the complete installation, reports affected components and supports a controlled path toward repair and restart.

PROTOCOL CLASS / 06

EMERGENCY ASSISTANCE

A mobile interface can contact emergency services, relay critical information and share the device location when the user cannot respond.

PROTOCOL CLASS / 07

DEVICE RECOVERY

Authorized devices carrying an Aztec interface can be located through a dedicated recovery path.

PLANNED COMPANION SURFACE

The same Aztec.
Within reach.

The smartphone application is designed as a secure relay to the Aztec instance running on the user's PC. It does not create a second assistant or move the core to the phone: it carries the interface, conversation and authorized controls to a mobile screen.

CONVERSATIONSYSTEM STATEPROTOCOL ACCESSSECURE RELAY
PRIMARY INSTANCEAZTEC
PC · CORE · MEMORY · AUTHORITY
AUTHENTICATED
SECURE RELAY
MOBILE INTERFACEACONNECTED
IDENTITY VERIFIEDENCRYPTED TRANSPORTAUTHORIZED CONTROLS
PROJECT / N—01 STATUS / ACTIVE DEVELOPMENT

One reliable layer
at a time.

Aztec is being built as a long-term system, with each foundation developed, tested and connected before the next is allowed to depend on it. Current work spans the conversational core, structured continuity, the continued refinement of protocol capabilities and more reliable task dispatch across Zeus and the agent network.

01CONVERSATIONAL CORE

Natural dialogue and reliable local operation.

02STRUCTURED CONTINUITY

Chronos, memory and context across time.

03GOVERNED ARCHITECTURE

Identity, permissions, tools and secure boundaries.

04EXPANDING CAPABILITY

New interfaces and knowledge systems built on stable foundations.

THIS PAGE WILL EVOLVE WITH AZTEC