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Cortical 24ms + frame 16ms."},{"id":"qbinary-to-paint","label":"Quantum binary → Paint","steps":["source","classify","qb-raw","qb-qbit","qb-prefix","qb-circuit","qb-measure","qb-paint"],"teach":"beyondBINARY address path to RNDR paint."},{"id":"mobile-sync-image","label":"Browser↔mobile → servers → image paint","steps":["sync-browser","sync-mobile","sp-bc","net-l7","edge-cf","sync-image","qb-paint","il-l5"],"teach":"Device relay HERE/THERE then paint."},{"id":"neural-backup","label":"Neural + backup potential","steps":["mu-neural","mu-steno","mu-bc","mu-backup","net-l7","il-l3","il-l5","qb-paint"],"teach":"Neural intent → steno encode → BC; if fail, backup HTTP → gutter → paint."},{"id":"lang-structure","label":"Any language → 11 structures","steps":["lang-python","source","classify","st-func","st-var","st-import","st-out","qb-prefix"],"teach":"All 58 langs map to same 11 structure atoms for AI+human learning."},{"id":"entire-infra-to-paint","label":"ENTIRE INFRASTRUCTURE → Paint (TECH CLASS)","steps":["tech-class","pm-uv","pm-cargo","pm-npm","cc-rustc","cc-llvm","ir-machine","qb-raw","qb-qbit","qb-prefix","qb-circuit","math-torch","gpu-cuda","gpu-sched","sp-render-queue","gpu-sm","sp-frame-buf","qb-paint","il-l5"],"teach":"Root tech-class → toolchains (uv/npm/cargo) → compilers (rustc/LLVM/nvcc) → machine binary → quantum binary → GPU spool → framebuffer paint · Iron L5."},{"id":"crates-to-paint","label":"crates.io → rustc → binary → paint","steps":["lang-rust","pm-cargo","cc-rustc","cc-llvm","ir-machine","qb-raw","qb-prefix","il-l3","gpu-webgpu","sp-frame-buf","qb-paint"],"teach":"Rust crate graph cargo-built through LLVM to machine code, lifted to quantum-binary classify, GPU present."},{"id":"python-uv-ruff-paint","label":"uv + hatch + ruff → Torch/CUDA → paint","steps":["lang-python","pm-hatch","pm-uv","pm-ruff","math-torch","gpu-cuda","sp-cuda-stream","gpu-sm","qb-paint"],"teach":"Modern Python toolchain: hatch project, uv lock, ruff lint, torch CUDA kernels, stream spool, paint."},{"id":"lamp-to-browser-paint","label":"LAMP → HTTP → browser paint","steps":["st-lamp","pm-composer","cc-php","net-l7","sync-browser","gpu-webgpu","qb-paint"],"teach":"Classic LAMP serves PHP; browser receives HTML/bytes and paints via canvas/WebGPU path."},{"id":"go-mod-to-paint","label":"go mod → gc → service → paint","steps":["lang-go","pm-go","cc-go","ir-machine","net-l7","sync-browser","qb-paint"],"teach":"Go module build to binary service; HTTP to client paint."},{"id":"r-cran-to-paint","label":"R / CRAN → plot → paint","steps":["lang-r","pm-cran","cc-rlang","math-r","sp-frame-buf","qb-paint"],"teach":"R stats via CRAN; plot device frames to paint output."},{"id":"decompile-learn","label":"Binary → decompile → re-classify → paint","steps":["ir-machine","dc-objdump","dc-ghidra","source","classify","qb-prefix","app-gutter","qb-paint"],"teach":"Reverse path for AI: machine → objdump/Ghidra → source approx → prefix → paint understanding."},{"id":"gpu-spool-paint","label":"GPU handling + spool → paint","steps":["gpu-driver","gpu-webgpu","gpu-sched","sp-render-queue","gpu-sm","gpu-vram","sp-frame-buf","qb-paint"],"teach":"Driver → API → scheduler → command buffer spool → SM → VRAM → framebuffer → present."},{"id":"github-vs-grok-structure","label":"GitHub org tree vs xAI/Grok org tree","steps":["org-msft","org-github","gh-repos","gh-actions","gh-copilot","org-xai","xai-grok","xai-colossus","xai-api","org-anysphere","cur-composer","gov-root-iana"],"teach":"Microsoft→GitHub (repos, Actions, Copilot, Packages) vs xAI (Grok, Imagine, Colossus, API) vs Cursor Composer scaffold. 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