Recommended defaults for a dev workstation. Empty string means “unset / feature off until configured.” Also see: RemoteCUDA.md (RemoteCUDA.md) · BuildConfigurations.md (BuildConfigurations.md) · PluginBridges.md (PluginBridges.md) Quick start (dev defaults) [bat]REM — Core (usually leave unset; Settings/MySQL file wins) —REM set AI_MYSQL_HOST=127.0.0.1REM set AI_MYSQL_USER=rootREM set AI_MYSQL_PASSWORD=REM set AI_MYSQL_DATABASE=cognitive_loop REM — Remote CUDA worker (optional GPU box) […]

AugmentedIntelligence reads enterprise policy from: [text]HKLM\Software\Policies\AugmentedIntelligenceHKCU\Software\Policies\AugmentedIntelligence Computer policy is read first. User policy is read second unless DisableUserOverride=1 is set under HKLM. Group Policy Template Copy these files to a domain Central Store or a local policy definitions folder: [text]enterprise\admx\AugmentedIntelligence.admxenterprise\admx\en-US\AugmentedIntelligence.adml Typical Central Store target: [text]\\<domain>\SYSVOL\<domain>\Policies\PolicyDefinitions\AugmentedIntelligence.admx\\<domain>\SYSVOL\<domain>\Policies\PolicyDefinitions\en-US\AugmentedIntelligence.adml Then open Group Policy Management Editor and configure: [text]Computer Configuration […]

RL hub: ReinforcementLearning.md (ReinforcementLearning.md) · neural policies: rl net enable driving — MathNN.md (MathNN.md). Driving RL is a simulation-first reinforcement-learning subsystem for lane keeping, lead-vehicle following, intersections, traffic controls, pedestrian yielding, bad-weather behavior, and emergency braking. Treat this as simulation/review tooling unless a separate safety-certified control layer exists. Do not connect it directly to a […]

Post every discovery you encounter to WordPress using the existing REST API (_WordPress::CreatePost). Related: BrainstormIntegrations.md (BrainstormIntegrations.md) · LuaBrainstormAPI.md (LuaBrainstormAPI.md) · ChatSession-Features.md (ChatSession-Features.md) · IisPhpIntegration.md (IisPhpIntegration.md) Overview Piece Role _DiscoveryJournal Record, seed, list, post, auto-post _WordPress::CreatePost Live REST publish Dry-run mode Local HTML only; does not mark posted Seeds Paper + v11 session discovery packs Plugin […]

How to extend _AugmentedIntelligence with new capabilities, and how the multi-node mesh stack works. This is the developer counterpart to the user-facing install/usage docs. Two extension surfaces: The mesh systems (NetMesh, NetFeatures, NetLLM) are themselves ordinary modules that follow the same contract, so understanding the module contract explains the whole system. Part 1 — The […]

Train a program-icon classifier from .exe files for Computer RL and desktop automation: extract Windows icons → augment → TensorFlow SavedModel + LiteRT (TFLite). Why Computer RL already tracks windows, OCR text, and generic object detections. Recognizing which app icon is under the cursor or on the taskbar/desktop gives a stronger app_family / target signal […]

Brainstorm for expanding the Win32 + DirectX 11 dashboard (Gui.cpp / Gui.hpp) without turning the main thread into an unmaintainable monolith. Current surface (already sketched in code): camera/OD panes, audio waveform, thread terminals, HUD, command palette, timeline, node graph, inspector, profiles, plugin panels, quick controls. Design principles    call long work on the ImGui thread. […]

CutlassAccel is the GPU linear-algebra entry for MathNN-sized work. Full TF32 / matmul guide: TF32MatrixMultiply.md (TF32MatrixMultiply.md) Lua bindings: LuaBrainstormAPI.md (LuaBrainstormAPI.md) Chat feature index: ChatSession-Features.md (ChatSession-Features.md) Status Mode Behavior Default GPU (`USE_CUDA`) cuBLAS `GemmEx` — FP32 or TF32 (CUBLAS_COMPUTE_32F_FAST_TF32, SM≥8) No GPU / cuBLAS fail Host MatrixAcceleration AVX/AVX-512 GEMM `AI_USE_CUTLASS` + device .cu Optional future MMA […]

_CreoBridge implements all five strategy profiles from the Creo brainstorm inside _AugmentedIntelligence, with a full offline mock session so CI and desktops without Creo still work. Related: PluginBridges.md (PluginBridges.md) · Plugin-SDK.md (Plugin-SDK.md) Strategy profiles Profile Strategy Default use live Interactive session bridge (VB API / J-Link worker) Co-pilot while user works in Creo batch Headless […]

When `typing_commands_threads` is on, typed, speech, and GUI commands are enqueued to a worker pool instead of fire-and-forget detached threads (or blocking the console). Dispatch paths Source Entry Classic typed loop _SpeechCommands::DispatchCommand(…, “typed”) Bottom console input DispatchCommand(…, “typed”) GUI input ExecuteCommandThreaded → queue (gui) Speech / support agent DispatchCommand(…, “speech”) When threads are off, EnqueueOrRun […]