A production-ready, zero-dependency inference runtime that replaces probabilistic token sampling with deterministic constraint resolution. Where hallucination is a violation of physics.
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.
Mirror the SemiAnalysis InferenceX methodology. Compare GlyphOS against vLLM, SGLang, and TensorRT-LLM across TTC, NEPS, and concurrency metrics.
| Runtime | Hardware | Latency | Notes |
|---|---|---|---|
| vLLM / SGLang | H100 SXM | ~42.0 ms | O(N²) attention |
| vLLM / SGLang | MI300X | ~48.5 ms | O(N²) attention |
| GlyphOS Substrate | Native CPU | — ms | O(N) parallel |
| Workload | Throughput | Hardware |
|---|---|---|
| Llama-3 8B (vLLM) | ~850 TPS | H100 SGLang |
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.
Awaiting inference...
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.
Select bits above to compute resonance.
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.
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 │ └─────────────────────────────────────────────────────┘
Fetch-decode-execute loop with 256 registers, 64 memory regions, and a 64-deep call stack. Memory writes trigger exponential stability decay.
Topological graph convergence. Nodes propagate traits, compute coherence, and prune when stability drops below threshold. No program counter.
Unified interface for CPU, GPU, NPU, FPGA, and WASM backends. Smart routing based on payload size and capability flags.
Thermodynamic scheduler. GVMs earn CPU time based on memory coherence × stability. Hallucinating agents are starved of compute.
Messages pass only if sender and receiver trait masks are compatible. The Pauli Exclusion Principle for software architecture.
Self-healing swarm memory. Canonicalizes failures, queries mesh lattice, applies historically-proven fixes. No LLM required.
Everything you need to build, assemble, and deploy GlyphOS programs.
$ 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
| Family | Range | Description |
|---|---|---|
| MEM | 0-7 | Memory operations |
| CMP | 8-15 | Compute + Substrate |
| CTL | 16-23 | Control flow |
| IPC | 24-31 | Inter-process |
| SYS | 32-47 | System / HAL |
| APP | 48-63 | Application |