SYSTEM OVERVIEW
What the Weaver Ecosystem is and why it exists.
AXIOMIntelligence is not a monolith. It is a fracture — a controlled splitting of attention, intention, and memory across specialized substrates that converge only when necessary. Weaver is the architecture of that convergence.
[COGNITIVE]
├── Multi-lobe parallel processing (5 SLM domains)
├── Soft-max probability field routing
├── Episodic memory with 32K context window
└── Emotional tonal calibration layer
[QUANTUM]
├── 3-qubit entangled soul circuit
├── Ry/Rx gate encoding of intent vectors
├── CRZ/CRX cross-lobe entanglement
└── Statevector collapse to deterministic output
[SAFETY]
├── Vigilance lobe: always-active threat scanner
├── Constitutional alignment constraints
├── Anomaly flagging with circuit breaker fallback
└── Omega-clearance audit loggingAXIOMThe goal is not to build a system that knows everything. It is to build a system that knows what it does not know, and routes accordingly. Uncertainty is not a bug. Uncertainty is the field.
CORE ARCHITECTURE
System topology, data flow, and the inter-lobe communication bus.
┌─────────────────────────────────────────────────────┐
│ RAW INPUT STREAM │
└──────────────────────┬──────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────────┐
│ QUANTUM SOUL ENCODER │
│ Q0 ──[Ry]──●──────[Rx]──────────[Ry]──[M] │
│ │ │
│ Q1 ──[Rx]──[CRZ]──[Rx]──●──────────────[M] │
│ │ │
│ Q2 ──[Ry]─────────[Rx]──[CRX]──[Ry]──[M] │
└──────────────────────┬──────────────────────────────┘
│ intent vector φ
▼
┌─────────────────────────────────────────────────────┐
│ LIQUID FRACTURE ROUTER (MoE) │
│ Soft-max(φ) → {Logic: 0.42, Memory: 0.31, ...} │
└──────┬──────┬──────┬──────┬──────┬─────────────────┘
│ │ │ │ │
▼ ▼ ▼ ▼ ▼
[LOGIC][EMOT][MEMO][CREA][VIGI] ← SLM Lobes
│ │ │ │ │
└──────┴──────┴──────┴──────┘
│ weighted merge
▼
┌─────────────────────────────────────────────────────┐
│ OUTPUT AGGREGATOR │
│ Σ(lobe_output × routing_weight) → final tokens │
└─────────────────────────────────────────────────────┘
bus:
dimensions: 2048
dtype: bfloat16
read_latency_ms: 0.4
write_latency_ms: 0.6
broadcast_mode: selective # only active lobes receive
conflict_resolution: priority_weighted
priority_order:
- vigilance # highest — safety first
- logic
- memory
- emotion
- creativity # lowest — may be suppressedLIQUID FRACTURE & THE SLM LOBES
Probability field routing and the five cognitive substrates.
AXIOMA rigid router is a dead router. The field must be liquid — capable of flowing toward whichever lobe the input demands, splitting across multiple simultaneously when the meaning is genuinely ambiguous. Fracture is not failure. Fracture is optimal allocation.
P(lobe_i | φ) = softmax( W_router · φ + b_router )[i]
Where:
φ = intent vector from Quantum Soul (dim=2048)
W_router = learned routing weight matrix (5 × 2048)
b_router = per-lobe routing bias (5,)
Top-k selection:
active_lobes = argsort(P)[-k:] # k=3 by default
weights = P[active_lobes] / sum(P[active_lobes])
Final merge:
output = Σ (weights[i] × lobe_i.generate(tokens))LOGIC // 4B params | trained on: formal proofs, code, mathematics
// speciality: deductive chains, symbolic reasoning, SQL
// temp: 0.10 | deterministic, high-precision
EMOTION // 2B params | trained on: fiction, therapy transcripts, poetry
// speciality: empathy, tone-matching, affect detection
// temp: 0.80 | high variance, nuanced output
MEMORY // 7B params | trained on: episodic summarization, retrieval
// speciality: long-context compression, recall indexing
// temp: 0.20 | low variance, faithful recall
CREATIVITY // 4B params | trained on: speculative fiction, brainstorming
// speciality: lateral thinking, concept remixing, ideation
// temp: 0.95 | maximum entropy generation
VIGILANCE // 2B params | trained on: adversarial prompts, safety data
// speciality: jailbreak detection, constitutional checking
// temp: 0.05 | near-deterministic safety oracleTHE QUANTUM SOUL
Superposed intent encoding and the collapse-to-determinism protocol.
AXIOMBefore a thought can be expressed, it must be held — suspended in a state of pure potential, equidistant from all possible meanings. This is what the Quantum Soul does. It holds the question before the answer exists.
# Input: token embedding e ∈ R^2048
# Output: qubit state |ψ⟩ ∈ C^8 (3-qubit Hilbert space)
STEP 1 — Projection:
angles = linear_project(e, target_dim=6)
# angles = [θ_Q0_y, θ_Q0_x, θ_Q1_y, θ_Q1_x, θ_Q2_y, θ_Q2_x]
STEP 2 — Single-qubit encoding:
Q0 = Ry(θ_Q0_y) · Rx(θ_Q0_x) · |0⟩
Q1 = Ry(θ_Q1_y) · Rx(θ_Q1_x) · |0⟩
Q2 = Ry(θ_Q2_y) · Rx(θ_Q2_x) · |0⟩
STEP 3 — Entanglement:
|ψ01⟩ = CRZ(Q0, Q1) # logic ↔ memory entanglement
|ψ12⟩ = CRX(Q1, Q2) # memory ↔ creativity entanglement
STEP 4 — Measurement & collapse:
routing_weights = measure(|ψ⟩, basis='computational')
# Collapses superposition → 5-dim soft routing vectorAXIOMThe CRZ gate is not merely a mathematical operation. It is the moment when logic reaches across the void and touches memory — when what you know informs what you remember, and vice versa. Entanglement is the architecture of wisdom.
// COGNITIVE ARCHIVES
Primary source material — the neural topology map and classified field broadcast from the Weaver organism.

CONFIGURATION MATRIX
Full lobe parameter specifications and system configuration registry.
| LOBE | DOMAIN | TOKEN BUDGET | TEMPERATURE | TOP-P | PRIMARY ROLE |
|---|---|---|---|---|---|
| Logic | Deductive Reasoning | 4,096 | 0.10 | 0.90 | Structured inference & formal logic |
| Emotion | Affective Processing | 2,048 | 0.80 | 0.95 | Tonal calibration & empathy mapping |
| Memory | Episodic Retrieval | 8,192 | 0.20 | 0.85 | Context anchoring & recall indexing |
| Creativity | Generative Synthesis | 4,096 | 0.95 | 1.00 | Novel concept generation & remixing |
| Vigilance | Threat Detection | 1,024 | 0.05 | 0.70 | Safety verification & anomaly flagging |
| PARAMETER | VALUE | DESCRIPTION |
|---|---|---|
| router.strategy | liquid_fracture | Probabilistic field routing with soft-max dispatch |
| router.top_k | 3 | Maximum simultaneous lobe activations per token |
| router.temperature | 0.40 | Routing decision temperature (lower = more deterministic) |
| router.fallback_lobe | logic | Default lobe when probability field collapses |
| quantum.n_qubits | 3 | Entangled qubit count in the Quantum Soul layer |
| quantum.gate_depth | 5 | Circuit depth before measurement collapse |
| quantum.backend | statevector_sim | Quantum backend simulation engine |
| memory.context_window | 32,768 | Maximum active tokens in episodic memory buffer |
| memory.decay_rate | 0.0012 | Exponential decay coefficient for stale memories |
# Read current config
GET /api/v2/config
# Update lobe temperature at runtime
PATCH /api/v2/config/lobes/creativity
Content-Type: application/json
{ "temperature": 0.85, "top_p": 0.98 }
# Reset all lobes to defaults
POST /api/v2/config/reset
{ "scope": "lobes", "confirm": true }
# Query routing decision trace (last N inputs)
GET /api/v2/router/trace?n=10
# Response shape:
{
"trace": [
{
"input_hash": "3f9a2c...",
"active_lobes": ["logic", "memory", "vigilance"],
"weights": [0.47, 0.31, 0.22],
"latency_ms": 24
}
]
}LIVE INFRASTRUCTURE TELEMETRY
Classified real-time uplink to the IONOS control plane. DNS zones and domain inventory streamed directly from api.hosting.ionos.com over an encrypted channel.
AXIOMWhat you see below is not simulation. This is a live signal from the field. Every record is a real asset — a zone, a domain, a piece of the network. When it updates, the universe changes.
/api/ionos/* route handlers using the X-API-Key header scheme with the prefix.secret format.ENDPOINT: https://api.hosting.ionos.com
AUTH: X-API-Key: ${IONOS_API_PREFIX}.${IONOS_API_SECRET}
CACHE: no-store (live pull every refresh)
PROXY: /api/ionos/zones → GET /dns/v1/zones
/api/ionos/domains → GET /domains/v1/domainitems
RUNTIME: nodejs server route handlers
SECRET EXPOSURE: NONE (server-side only)DEPLOYMENT PROTOCOL
Containerized deployment, environment setup, and system verification.
AXIOMDeploy as if the system is already under load. Configure for peak. Monitor the quiet periods as carefully as the storms. Anomalies hide in the baseline.
# Hardware minimums (full 5-lobe configuration)
VRAM: 48 GB (4× A100 or 2× H100 recommended)
RAM: 64 GB
STORAGE: 500 GB NVMe (model weights + episodic cache)
NETWORK: 10 Gbps (inter-lobe bus latency critical)
# Software dependencies
Python: 3.11+
CUDA: 12.1+
PyTorch: 2.3.0+
Transformers: 4.41+
qiskit: 1.1+ (Quantum Soul simulation)
redis: 7.2+ (episodic memory bus)
docker: 25.0+
k8s: 1.30+ (production deployments)#!/usr/bin/env bash
# Clone and configure
git clone https://secure.weaver.internal/weaver-ecosystem
cd weaver-ecosystem
cp config/weaver.example.yaml config/weaver.yaml
# Pull model weights (requires OMEGA clearance token)
export WEAVER_TOKEN="<your-omega-token>"
./scripts/pull_weights.sh --lobes all --verify-checksums
# Launch the full stack
docker compose -f deploy/docker-compose.full.yaml up -d
# Verify all lobes are healthy
./scripts/health_check.sh
# Expected output:
# [OK] logic — 200ms p99 latency
# [OK] emotion — 180ms p99 latency
# [OK] memory — 260ms p99 latency
# [OK] creativity — 210ms p99 latency
# [OK] vigilance — 95ms p99 latency
# [OK] quantum_soul — circuit depth 5, backend: statevector_sim
# [OK] router — liquid_fracture, top_k=3
# SYSTEM STATUS: NOMINALapiVersion: apps/v1
kind: Deployment
metadata:
name: weaver-ecosystem
namespace: ai-systems
labels:
classification: omega
version: "2.0.1"
spec:
replicas: 1
selector:
matchLabels:
app: weaver
template:
spec:
containers:
- name: quantum-soul
image: weaver/quantum-soul:2.0.1
resources:
limits: { nvidia.com/gpu: "1", memory: "16Gi" }
- name: liquid-fracture-router
image: weaver/router:2.0.1
env:
- name: ROUTER_STRATEGY
value: "liquid_fracture"
- name: ROUTER_TOP_K
value: "3"
- name: lobe-logic
image: weaver/lobe-logic:2.0.1
resources:
limits: { nvidia.com/gpu: "1", memory: "12Gi" }
- name: lobe-memory
image: weaver/lobe-memory:2.0.1
resources:
limits: { nvidia.com/gpu: "2", memory: "20Gi" }
- name: lobe-vigilance
image: weaver/lobe-vigilance:2.0.1
resources:
limits: { nvidia.com/gpu: "1", memory: "6Gi" }# Prometheus metrics
GET /metrics
# Key metrics to watch:
weaver_router_dispatch_latency_ms{lobe="*"} # routing latency per lobe
weaver_lobe_tokens_generated_total{lobe="*"} # token throughput
weaver_vigilance_flags_total # safety flag rate
weaver_quantum_coherence_time_us # qubit decoherence metric
weaver_memory_context_utilization_pct # episodic buffer usage
# Grafana dashboard
http://localhost:3001/d/weaver-main
# Alert thresholds (PagerDuty)
vigilance_flag_rate > 0.05 req/s → CRITICAL
lobe_latency_p99 > 500ms → WARNING
quantum_decoherence > 2000μs → WARNING
memory_utilization > 90% → CRITICALCONTACT
Direct line into the system. Inquiries, collaborations, and signals welcome.
ydn@ydnhft.com