Operator Product · Product Surface

Gpu Math Ai Binding

A unified working surface in the ScrollChainOS operator application. This route is now part of the unified operator app shell with action-first navigation, preserved function access, and proof hidden in drawers.

Product UI active Proof drawer only External execution disabled

Route/operator-app/gpu-math-ai-binding/

DomainOperator Product

Preserved modeembedded preserved app

StateReady

Action surface

Use these cards to move through the actual product workflow. Proof and raw receipts stay out of the primary UI.

Action

Open this surface

Work directly in this route.

Action

Review proof drawer

Open receipts and route state without exposing raw JSON as the main UI.

Action

Command center

Return to the unified product command center.

Existing working surface preserved

The original page is embedded below so existing route behavior remains accessible while the product shell adds navigation and action structure.

Proof drawer

Open route proof

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Original visible text excerpt

SCOS 284 · GPU Math AI Binding SCOS City Twin Visible 3D City Public Surface Grade + Finish ScrollChainOS Home All App Links Products 3D Models Commerce + Trading Digital Twins Surfaces SCOS 284 · Local NVIDIA + Ubuntu Math/AI Binding Status: CHECK NVIDIA detected: true · GPU count: 1 CPU math eligible: false GPU inference eligible: false GPU media eligible: true GPU Name Driver P-State Memory Free / Total NVIDIA GeForce RTX 4070 Laptop GPU 591.74 P5 5750 / 8188 MiB Runtime Bindings Binding Route Activation Workers gpu_inference_runtime gpu.inference.local declared_pending_python_gpu_backend SCOS-Edge-HF-Model-Grader-Selector-01, AureliumTwinWorker-01, WorldModelWorker-01 gpu_media_plane gpu.media.nvenc-nvdec active MediaPipeline-01, WhisperIngestWorker-01, RouteProofWorker-01 ubuntu_math_ai_service_layer ubuntu.math.numpy-scipy-sklearn declared_pending_math_modules WorldModelWorker-01, SCOS-Codebase-Source-Only-Grader-01, SCOS-ScrollEntropy-App-Evolution-Grader-01 gpu_aware_agent_worker_template agent.cuda-python-kernel active substrate_gpu_scheduler substrate.gpu-scheduler active_declaration