Ledo Aerospace Systems

A neuro-symbolic substrate runtime unifying deterministic geometry, symbolic intelligence, and enterprise-scale infrastructure.

The Campus

Where the substrate runs

Interactive Laboratory

Substrate Physics Engine

Watch a topological constraint graph converge in real-time. Neural model outputs are mapped to nodes with 64-bit trait masks. Dissonant hallucinations are physically pruned via exponential stability decay.

Prompt Injection
Constraint Graph
Epoch: 0
Node Registry
0 nodes
0
Epochs
0
Pruned
0
Survived
0ms
TTC
substrate-evaluator.log
Performance Suite

InferenceX-Grade Benchmarks

Mirror the SemiAnalysis InferenceX methodology. Compare GlyphOS against vLLM, SGLang, and TensorRT-LLM across TTC, NEPS, and concurrency metrics.

Benchmark Configuration
TTC vs TTFT — Time to Convergence
4096 nodes
RuntimeHardwareLatencyNotes
vLLM / SGLangH100 SXM~42.0 msO(N²) attention
vLLM / SGLangMI300X~48.5 msO(N²) attention
GlyphOS SubstrateNative CPU— msO(N) parallel
NEPS — Node-Epochs per Second
WorkloadThroughputHardware
Llama-3 8B (vLLM)~850 TPSH100 SGLang
Concurrency Sweep — SCHED_RESONANCE Overhead
Model Integration

Connect Any LLM

Plug any OpenAI-compatible API (vLLM, Ollama, llama.cpp, LM Studio) into the Substrate Guardrail. Logits pass through the constraint graph before a single token reaches the screen.

API Configuration
Not connected
Inference Console
Awaiting inference...
Comprehensive Test Suite
Trait Laboratory

64-Bit Symbolic Taxonomy

Every symbolic entity in GlyphOS carries a 64-bit trait mask. Click cells to toggle bits. Watch the resonance and conflict detection update in real-time.

Trait Mask A
0x0000000000000000
Trait Mask B
0x0000000000000000
Resonance Analysis
0
Overlap Bits
0%
Jaccard Index
—
Resonance
—
Conflict
Select bits above to compute resonance.
Self-Healing Memory

Aether-Recall Lattice

Deterministic failure memory. When a GVM encounters a logical paradox, the kernel canonicalizes the failure, queries the mesh lattice, and applies a historically-proven fix. No LLM required.

Failure Simulator
Lattice Lookup
0 records
Historical Resolutions
System Design

Full-Stack Architecture

A complete neuro-symbolic computing platform. From the 32-bit Glyph ISA to the heterogeneous HAL, every layer is designed for formal verification and thermodynamic execution.

┌─────────────────────────────────────────────────────────────────────────┐
│                      NEURAL MODEL LAYER (GGUF / ONNX)                  │
│         logits, embeddings, hidden states  →  continuous tensors       │
└──────────────────────────────┬──────────────────────────────────────────┘
                               │
         ┌─────────────────────┼─────────────────────┐
         │                     │                     │
    ┌────▼─────┐         ┌────▼─────┐         ┌────▼─────┐
    │ COMPILER │         │   HAL    │         │   IPC    │
    │  BRIDGE  │         │ BACKEND  │         │  AGENT   │
    └────┬─────┘         └────┬─────┘         └────┬─────┘
         │                     │                     │
    ┌────▼─────────────────────▼─────────────────────▼────┐
    │              GLYPHOS SUBSTRATE KERNEL                │
    │                                                     │
    │  ┌──────────────┐  ┌──────────────┐  ┌───────────┐  │
    │  │   EVALUATOR  │  │    KERNEL    │  │   AETHER  │  │
    │  │ (Convergence)│  │ (SCHED_RES)  │  │  (Lattice)│  │
    │  └──────────────┘  └──────────────┘  └───────────┘  │
    │                                                     │
    │  ┌──────────────────────────────────────────────┐   │
    │  │  SUBSTRATE PHYSICS: resonance, coherence,    │   │
    │  │  stability, entropy, neural_energy, traits    │   │
    │  └──────────────────────────────────────────────┘   │
    └────────────────────────┬────────────────────────────┘
                             │
    ┌────────────────────────▼────────────────────────────┐
    │                  GLYPH ISA v1.0                      │
    │  64 families × 32 subglyphs × 4 modes × 8 opclasses │
    │  32-bit encoding: FAMILY|SUB|MODE|OPCLASS|OPCODE    │
    └─────────────────────────────────────────────────────┘
⚙

Imperative VM

Fetch-decode-execute loop with 256 registers, 64 memory regions, and a 64-deep call stack. Memory writes trigger exponential stability decay.

◈

Declarative Evaluator

Topological graph convergence. Nodes propagate traits, compute coherence, and prune when stability drops below threshold. No program counter.

⚡

Heterogeneous HAL

Unified interface for CPU, GPU, NPU, FPGA, and WASM backends. Smart routing based on payload size and capability flags.

⊛

SCHED_RESONANCE

Thermodynamic scheduler. GVMs earn CPU time based on memory coherence × stability. Hallucinating agents are starved of compute.

⌬

Trait-Filtered IPC

Messages pass only if sender and receiver trait masks are compatible. The Pauli Exclusion Principle for software architecture.

∞

Aether-Recall

Self-healing swarm memory. Canonicalizes failures, queries mesh lattice, applies historically-proven fixes. No LLM required.

Resources

Documentation & Toolchain

Everything you need to build, assemble, and deploy GlyphOS programs.

Quick Start
$ curl -sSL https://glyphos.dev/install.sh | bash
Installing GlyphOS toolchain...
✓ glyph-as      (assembler)
✓ glyph-disas   (disassembler)
✓ glyph-vm      (standalone VM)
✓ glyph-kernel  (multi-GVM kernel)

$ cat > hello.gasm
REGION_NEW %r1, %r0
REGION_FILL_ASC %r1, %r0
PRINT_STR %r1, %r0
HALT

$ glyph-as hello.gasm -o hello.gobj
$ glyph-kernel -p 2 hello.gobj
[KERNEL] Loaded hello.gobj -> GVM#1
[KERNEL] Resonance: 1.000
ISA Reference
FamilyRangeDescription
MEM0-7Memory operations
CMP8-15Compute + Substrate
CTL16-23Control flow
IPC24-31Inter-process
SYS32-47System / HAL
APP48-63Application
◉

Physics API

resonance, coherence, stability, entropy, traits

⌁

Model Bridge

OpenAI-compatible endpoints

⊞

Trait Taxonomy

64-bit symbolic bitmasks

∞

Aether Mesh

Self-healing failure memory