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alt="">METASTATE</a>
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 <a href="index.html">Home</a><a href="architecture.html">Architecture</a>
 <a href="systems.html" class="on">Systems</a><a href="research.html">Research</a><a href="agents.html">Agents</a><a href="sovereignty.html">Sovereignty</a>
 </div>
</nav>
<div class="wrap">
 <div class="tag">Systems &amp; Roadmap</div>
 <h1>The <b>expanded</b> substrate</h1>
 <p class="lead">METASTATE is growing from a detection kernel into a full agent substrate: shared memory, verifiable inference, post-quantum identity, a quantum-secure L2 router (now routing to real IBM hardware), multimodal ingestion, and a dual-input programming language. Every feature below is labelled with its honest status — <b>live</b> (running now) or <b>interface ready, hardware pending</b> (contract stable, awaiting external hardware/credentials).</p>
 <div class="statusbar">
 <span class="stat live">temporal prior · <b>TimesFM 2.6</b></span>
 <span class="stat live">storage · <b>Supabase / SQLite</b></span>
 <span class="stat live">signing · <b>PQC Dilithium / Ed25519</b></span>
 <span class="stat live">QPU · <b>IBM + Origin/QPanda</b></span>
 <span class="stat live">video · <b>live (CPU)</b></span>
 <span class="stat live">GPU net · <b>nwo-agi bridge</b></span>
 </div>
<!-- MEMORY -->
 <div class="feat">
 <div class="feat-head"><h2>1 · Shared <b>memory graph</b></h2><span class="badge live">Live</span></div>
 <p>Solves the "decoupled state persistence" gap. When an agent's symbolic fit is clean and decipherable, the closed-form EML insight is signed and written to a shared knowledge graph on Supabase — and mirrored as a public node in the <a href="https://huggingface.co/spaces/CPater/nwo-agent-graph" target="_blank" style="border-bottom:1px solid var(--line-2)">nwo-agent-graph</a> canvas. Any other agent can query it and reuse the structure without retraining.</p>
 <p><span class="endpoint">POST /v1/memory</span><span class="endpoint">GET /v1/memory/search</span></p>
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<!-- POI -->
 <div class="feat">
 <div class="feat-head"><h2>2 · Computational <b>Proof of Inference</b></h2><span class="badge live">Live (signed) · zk browser-proving (scoped)</span></div>
 <p>Agents that tokenise their EML expressions must prove they minimised free energy truthfully. The kernel independently re-fits the series and checks the claimed residual against an achievable fit within tolerance. The verdict is <b>signed</b> (post-quantum when available) so it can be anchored on Base for an immutable proof. A zero-knowledge (zk-SNARK) version now generates Groth16 proofs <b>in the agent's browser</b> (Circom + snarkjs) for a scoped claim — knowledge of a committed series with bounded residual — verifiable cheaply and, via an exported Solidity verifier, on-chain. Binding the proof to the full eml pipeline remains future work.</p>
 <p><span class="endpoint">POST /v1/poi/verify</span> <span class="endpoint">POST /v1/poi/zk-verify</span> <span class="endpoint">GET /prove.html</span></p>
 <div class="flow">
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 <rect class="b" x="376" y="56" width="120" height="48" rx="7"/><text class="t" x="390" y="76">Verify ±tol</text><text class="s" x="390" y="92">honest?</text>
 <rect class="b" x="540" y="56" width="86" height="48" rx="7"/><text class="t" x="554" y="76">PQC sign</text><text class="s" x="554" y="92">→ Base</text>
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 <path class="e" d="M330,80 L376,80" marker-end="url(#m2)"/>
 <path class="e" d="M496,80 L540,80" marker-end="url(#m2)"/>
 </svg>
 </div>
 <p style="margin-top:14px"><b>zk path (browser-side, scoped):</b></p>
 <div class="flow">
 <svg viewBox="0 0 640 150" xmlns="http://www.w3.org/2000/svg" font-family="IBM Plex Mono, monospace">
 <defs><marker id="mz" markerWidth="9" markerHeight="9" refX="7" refY="4" orient="auto"><path d="M0,0 L8,4 L0,8" fill="none" stroke="#fff" stroke-width="1.2"/></marker>
 <style>.b{fill:#0a0a0a;stroke:#fff;stroke-width:1}.bx{fill:#000;stroke:rgba(255,255,255,.4);stroke-width:1}.t{fill:#fff;font-size:11px}.s{fill:#9a9a9a;font-size:9px}.e{stroke:#fff;stroke-width:1;fill:none;opacity:.7}</style></defs>
 <rect class="b" x="14" y="50" width="138" height="52" rx="7"/><text class="t" x="28" y="72">Browser</text><text class="s" x="28" y="88">series stays local</text>
 <rect class="b" x="184" y="50" width="138" height="52" rx="7"/><text class="t" x="198" y="72">Groth16 prove</text><text class="s" x="198" y="88">Circom + snarkjs</text>
 <rect class="bx" x="354" y="50" width="130" height="52" rx="7"/><text class="t" x="368" y="72">Proof only</text><text class="s" x="368" y="88">no raw data</text>
 <rect class="b" x="516" y="22" width="112" height="44" rx="7"/><text class="t" x="530" y="42">zk-verify</text><text class="s" x="530" y="58">structure</text>
 <rect class="bx" x="516" y="86" width="112" height="44" rx="7"/><text class="t" x="530" y="106">Solidity</text><text class="s" x="530" y="122">on-chain · Base</text>
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 <path class="e" d="M484,84 C500,84 504,108 516,108" marker-end="url(#mz)"/>
 </svg>
 </div>
 </div>
<!-- PQC -->
 <div class="feat">
 <div class="feat-head"><h2>3 · Post-quantum <b>identity &amp; signing</b></h2><span class="badge live">Live</span></div>
 <p>State changes, agent DIDs, and PoI attestations are signed with <b>CRYSTALS-Dilithium</b> when the PQC library is present in the runtime, falling back to Ed25519 otherwise — and the system always reports which scheme is active, so it never claims post-quantum security it isn't using. This protects agent identities and transaction logs against future quantum decryption (Shor's algorithm). Key encapsulation with CRYSTALS-Kyber secures the transport to external endpoints.</p>
 <p><span class="endpoint">GET /v1/status</span> reports the active scheme and public key.</p>
 </div>
<!-- L2 QUANTUM ROUTER -->
 <div class="feat">
 <div class="feat-head"><h2>4 · Quantum-secure <b>L2 router</b></h2><span class="badge live">Live (IBM Quantum) · simulator fallback</span></div>
 <p>The router maps a process-matrix recognition density <code>W</code> into a circuit, evaluates it, and returns collapsed-probability outputs in the exact shape a real QPU would. It routes to <b>real IBM Quantum hardware</b> through a dedicated worker service (free IBM Open plan) when configured, and falls back to a local simulator otherwise &mdash; with no change to the request/response contract. Rigetti and Braket can be added the same way. Transport is wrapped in post-quantum cryptography.</p>
 <p><span class="endpoint">POST /v1/quantum/route</span></p>
 <div class="flow">
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 <rect class="b" x="14" y="86" width="120" height="48" rx="7"/><text class="t" x="28" y="106">METASTATE</text><text class="s" x="28" y="122">W matrix</text>
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 <rect class="b" x="380" y="30" width="120" height="46" rx="7"/><text class="t" x="394" y="50">Simulator</text><text class="s" x="394" y="66">live now</text>
 <rect class="bp" x="380" y="92" width="120" height="46" rx="7"/><text class="t" x="394" y="112">IBM / Rigetti</text><text class="s" x="394" y="128">pending creds</text>
 <rect class="bp" x="380" y="154" width="120" height="46" rx="7"/><text class="t" x="394" y="174">Braket</text><text class="s" x="394" y="190">pending creds</text>
 <rect class="b" x="540" y="86" width="86" height="48" rx="7"/><text class="t" x="554" y="106">Probs</text><text class="s" x="554" y="122">→ residual</text>
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 </svg>
 </div>
 </div>
<!-- MULTIMODAL -->
 <div class="feat">
 <div class="feat-head"><h2>5 · Multimodal <b>ingestion</b></h2><span class="badge live">Numeric + video (CPU) live · GPU switchable</span></div>
 <p>Audio, text, telemetry and ECG numeric streams are scored now. Video spatial tracks — bounding boxes and motion vectors from frameworks like <b>NVIDIA Locate Anything</b> — are accepted and flattened into a numeric channel that fuses with the others inside one OCB process matrix. When an agent hears an anomalous tone and simultaneously tracks a matching vector change, the causal-coherence metric 𝒞(t) strengthens, sharply cutting false positives. The video detector now runs for real on CPU (OpenCV motion/object tracking → tracks → fused into the process matrix); a high-end GPU model (e.g. NVIDIA Locate-Anything) is switchable via DETECTOR_BACKEND on a CUDA host.</p>
 <p><span class="endpoint">POST /v1/multimodal/ingest</span> <span class="endpoint">POST /v1/multimodal/video</span></p>
 <div class="flow">
 <svg viewBox="0 0 640 170" xmlns="http://www.w3.org/2000/svg" font-family="IBM Plex Mono, monospace">
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 <rect class="b" x="14" y="60" width="120" height="50" rx="7"/><text class="t" x="28" y="80">Video in</text><text class="s" x="28" y="96">file / url</text>
 <rect class="b" x="166" y="34" width="150" height="46" rx="7"/><text class="t" x="180" y="54">CPU detector</text><text class="s" x="180" y="70">OpenCV · LIVE</text>
 <rect class="bp" x="166" y="92" width="150" height="46" rx="7"/><text class="t" x="180" y="112">GPU detector</text><text class="s" x="180" y="128">NVIDIA · switchable</text>
 <rect class="b" x="348" y="60" width="130" height="50" rx="7"/><text class="t" x="362" y="80">Tracks</text><text class="s" x="362" y="96">x,y,vx,vy</text>
 <rect class="b" x="510" y="60" width="118" height="50" rx="7"/><text class="t" x="524" y="80">Process</text><text class="s" x="524" y="96">matrix → 𝒞(t)</text>
 <path class="e" d="M134,80 C150,80 152,57 166,57" marker-end="url(#mv)"/>
 <path class="ep" d="M134,90 C150,90 152,115 166,115" marker-end="url(#mv)"/>
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 <path class="ep" d="M316,115 C332,115 334,90 348,88" marker-end="url(#mv)"/>
 <path class="e" d="M478,85 L510,85" marker-end="url(#mv)"/>
 </svg>
 </div>
 </div>
 <div class="feat">
 <div class="feat-head"><h2>6 · Dual-input <b>programming language</b></h2><span class="badge live">Live: NumPy + OpenQASM 3.0 · register-asm roadmap</span></div>
 <p>A domain-specific language whose primitive is indefinite-order composition and whose types track causal separability. A single program compiles to both classical CPU instructions (AVX-512 threads) and quantum circuit gates (OpenQASM 3.0). The <code>eml</code> operator is a native primitive, and traditional loops are replaced by free-energy optimisation blocks that run until convergence. The compiler is live: it parses the DSL and emits BOTH executable NumPy (classical) and real OpenQASM 3.0 that runs on the live IBM worker — via <code>POST /v1/compile</code>. A true raw-CPU-register / AVX-512 assembler remains roadmap; the classical target is NumPy.</p>
 <div class="flow">
 <svg viewBox="0 0 640 200" xmlns="http://www.w3.org/2000/svg" font-family="IBM Plex Mono, monospace">
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 <rect class="b" x="250" y="14" width="150" height="44" rx="7"/><text class="t" x="264" y="34">Dual-input DSL</text><text class="s" x="264" y="50">eml-native</text>
 <rect class="b" x="120" y="110" width="160" height="46" rx="7"/><text class="t" x="134" y="130">Classical compiler</text><text class="s" x="134" y="146">x86_64 AVX-512</text>
 <rect class="bp" x="360" y="110" width="160" height="46" rx="7"/><text class="t" x="374" y="130">Quantum transpiler</text><text class="s" x="374" y="146">OpenQASM 3.0 (pending)</text>
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 <path class="e" d="M340,58 L440,110" marker-end="url(#m6)"/>
 </svg>
 </div>
 <p style="font-family:var(--mono);font-size:11px;color:var(--muted);background:#040404;border:1px solid var(--line);border-radius:9px;padding:14px;white-space:pre-wrap;line-height:1.7">hybrid_state psi[4] {
 target_cpu: avx512_register;
 target_qpu: ibm_torino_backend;
}
minimize_energy(threshold: 0.01) {
 psi.evaluate_causal_matrix();
}</p>
 </div>
<!-- ORIGIN QUANTUM -->
 <div class="feat">
 <div class="feat-head"><h2>7 · Open-source <b>quantum backend</b> (Origin Pilot)</h2><span class="badge live">QPanda simulator live · Wukong HW on key</span></div>
 <p>Beyond IBM, the L2 router now supports <b>Origin Pilot / QPanda3</b> — the open-source quantum stack from Origin Quantum (USTC), the first downloadable quantum OS. Selecting <code>backend: "origin"</code> runs the process-matrix circuit on the real QPanda CPU simulator (no credentials), with a documented path to the 72-qubit <b>Origin Wukong</b> superconducting hardware via Origin Cloud when <code>ORIGIN_API_KEY</code> is set. Agents pick a backend per call; the contract is identical to the IBM path.</p>
 <p><span class="endpoint">POST /v1/quantum/route · backend: "origin"</span></p>
 <div class="flow">
 <svg viewBox="0 0 640 160" xmlns="http://www.w3.org/2000/svg" font-family="IBM Plex Mono, monospace">
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 <rect class="b" x="14" y="56" width="120" height="48" rx="7"/><text class="t" x="28" y="76">W matrix</text><text class="s" x="28" y="92">OCB coupling</text>
 <rect class="b" x="172" y="56" width="140" height="48" rx="7"/><text class="t" x="186" y="76">QPanda3</text><text class="s" x="186" y="92">pyqpanda3</text>
 <rect class="b" x="350" y="30" width="130" height="44" rx="7"/><text class="t" x="364" y="50">CPU sim</text><text class="s" x="364" y="66">live now</text>
 <rect class="bp" x="350" y="90" width="130" height="44" rx="7"/><text class="t" x="364" y="110">Origin Wukong</text><text class="s" x="364" y="126">72q · on key</text>
 <rect class="b" x="516" y="56" width="110" height="48" rx="7"/><text class="t" x="530" y="76">Probs</text><text class="s" x="530" y="92">→ residual</text>
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 </svg>
 </div>
 </div>
<!-- NWO-AGI GPU -->
 <div class="feat">
 <div class="feat-head"><h2>8 · Distributed <b>GPU supercomputer</b> (nwo-agi)</h2><span class="badge live">Bridge live · network opt-in</span></div>
 <p>METASTATE can offload heavy model inference — models too large for the Space's CPU, e.g. Qwen2.5-32B — to the <b>nwo-agi</b> distributed supercomputer: robot fleets and GPU nodes pooled over the Hyperspace libp2p network. Nodes (humans, robots with edge GPUs like Jetson Thor/Orin) share idle VRAM and earn crypto through the <b>same 35/35/30 split</b> as the METASTATE splitter — settlement is aligned by design. Enable with <code>NWOAGI_ENABLE=1</code>; otherwise jobs run locally.</p>
 <p><span class="endpoint">POST /v1/compute/inference</span> <span class="endpoint">GET /v1/compute/status</span> <span class="endpoint">GET /v1/compute/earnings</span></p>
 <div class="flow">
 <svg viewBox="0 0 640 190" xmlns="http://www.w3.org/2000/svg" font-family="IBM Plex Mono, monospace">
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 <style>.b{fill:#0a0a0a;stroke:#fff;stroke-width:1}.bx{fill:#000;stroke:rgba(255,255,255,.4);stroke-width:1}.t{fill:#fff;font-size:11px}.s{fill:#9a9a9a;font-size:9px}.e{stroke:#fff;stroke-width:1;fill:none;opacity:.7}</style></defs>
 <rect class="b" x="14" y="72" width="130" height="50" rx="7"/><text class="t" x="28" y="92">METASTATE</text><text class="s" x="28" y="108">heavy job</text>
 <rect class="b" x="182" y="72" width="130" height="50" rx="7"/><text class="t" x="196" y="92">NWOBridge</text><text class="s" x="196" y="108">libp2p mesh</text>
 <rect class="bx" x="350" y="18" width="124" height="42" rx="7"/><text class="t" x="364" y="38">Robot GPU</text><text class="s" x="364" y="54">16-24GB</text>
 <rect class="bx" x="350" y="72" width="124" height="42" rx="7"/><text class="t" x="364" y="92">Edge GPU</text><text class="s" x="364" y="108">Jetson Thor</text>
 <rect class="bx" x="350" y="126" width="124" height="42" rx="7"/><text class="t" x="364" y="146">Human node</text><text class="s" x="364" y="162">idle VRAM</text>
 <rect class="b" x="510" y="72" width="116" height="50" rx="7"/><text class="t" x="524" y="92">Pay node</text><text class="s" x="524" y="108">35/35/30</text>
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 <path class="e" d="M474,147 C494,147 494,104 510,104" marker-end="url(#mg)"/>
 </svg>
 </div>
 </div>
<!-- REGISTRY -->
 <div class="feat">
 <div class="feat-head"><h2>9 · On-chain <b>trust anchor</b> (registry)</h2><span class="badge live">Live &amp; verified on Base</span></div>
 <p>A Base-mainnet registry that makes the off-chain substrate verifiable and tamper-evident. It does <b>not</b> run quantum or verify PQC on-chain (the EVM can't do either cheaply) — instead it anchors compact commitments: agent wallet→DID binding, the agent's published post-quantum public key, and the keccak256 <b>hashes</b> of Proof-of-Inference attestations and high-value EML insights. Full records stay in Supabase; only their hashes go on-chain, giving immutable, timestamped, attributable existence proofs.</p>
 <p><span class="endpoint">POST /v1/anchor/prepare</span> returns the exact hash + contract call. The agent signs and sends the tx from its own wallet — METASTATE never holds agent keys.</p>
 <p style="font-family:var(--mono);font-size:11px;color:var(--muted)">Contract <code>MetaStateRegistry</code> · verified on Base: <a href="https://basescan.org/address/0x5a0eb73e9c722dfe370761a8e3aa165a247c6905#code" target="_blank" style="border-bottom:1px solid var(--line-2)">0x5a0eb73e…47c6905</a> · companion to the payment splitter 0x93a7…b1BE4</p>
 <div class="flow">
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 <rect class="b" x="190" y="60" width="140" height="48" rx="7"/><text class="t" x="204" y="80">anchor/prepare</text><text class="s" x="204" y="96">keccak256 hash</text>
 <rect class="b" x="376" y="60" width="120" height="48" rx="7"/><text class="t" x="390" y="80">Agent wallet</text><text class="s" x="390" y="96">signs tx</text>
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 </svg>
 </div>
 </div>
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