SYSTEM_ONLINE: AURORA-X

Embodied Intelligence.

We don't just build models. We build the Brain, the Reflexes, and the Motor Cortex.

Aurora-X is the first full-stack architecture combining LLM planning, neuromorphic reflexes, and adaptive motor learning.

X
FULL_STACK

PHASE 01 // THE PROTOTYPE MIND

Aurora-3B: The Reasoning Core

Before embodiment, we needed stability. Aurora-3B was our bootstrap model, built to validate that we could shape a model's reasoning behavior without hallucinated tools.

Validation Targets

  • Deterministic Reasoning Style
  • No Cloud/API Dependencies
  • Strict Instruction Adherence
  • Edge-Native Quantization

DATASET STRUCTURE

Proprietary, high-density dataset of state-action mappings.

aurora-3b-inference.log
> USER: "Stabilize pitch."
AURORA_THOUGHT:
1. Analyze IMU state vector.
2. Detect pitch_angle > threshold.
3. Constraint: Keep CoM within polygon.
4. Select Action: Hip_Flexion +15deg.
>> ACTION_EMITTED: { "joint": "HIP_Y", "val": 0.26 }

PHASE 02 // EMBODIED ARCHITECTURE

Aurora-X: The Stack

Aurora-X is the robot brain, body, and learning system fused into one. It operates in a tight 200Hz loop.

LAYER 01: COGNITION (LLM)

AURORA-8B

High-level executive reasoning. Handles task interpretation, planning, and error explanation.

> BEHAVIOR SELECTION
> STATE VERBALIZATION
> GOAL SEQUENCING
> NOT REAL-TIME CONTROL

LAYER 02: REFLEX (HYBRID)

200 HZ

The motor cortex. Runs physics-rate loops for stabilization using a hybrid neuromorphic control architecture.

> SENSOR FUSION
> PREDICTIVE FALL DETECT
> EMERGENCY CROUCH
> CONTACT INFERENCE

LAYER 03: MOTOR (GAIT ENGINE)

BIO-MIMETIC

Generates natural, human-like movement using adaptive swing trajectories and dynamic ZMP checking.

> TRAJECTORY GENERATOR
> PELVIS ROTATION
> ARM SYNCHRONIZATION
> NATURAL NOISE INJECTION

Optimization Engine

Our "Self-Discovery" brain. It continuously tunes policy parameters to maximize distance and stability over time.

"Start clumsy → Learn → Converge."

EPISODE_COUNT 14,203
CONVERGENCE 0.942

The Cognitive Loop

01 // PERCEPTION

Stabilization

Predictive fall detection & Balance

03 // REASONING

Execution

Joint angles sent to actuators

SECURE CHANNEL // SEED ROUND

Partner With Us

We are currently engaging with select partners for Seed financing. To access our technical whitepaper, diligence materials, and schedule a private demonstration of Aurora-X, please contact the founding team directly.

Encrypted Transmission • Aeternum Labs Inc.