Changelog

All notable changes to _AugmentedIntelligence v11.0 — Typed Commands are documented in this file.

Format follows Keep a Changelog-style sections: Added, Changed, Fixed, Security, Deferred.

Dates use the work-session chronology around mid-2026 (v11 typed-commands track). Where an exact calendar day was not recorded, entries are grouped by theme.

[Unreleased]

Added

Minecraft RL — closed-form math kernels

• MinecraftMathKernels (MinecraftMathKernels.hpp, header-only, std-only): "compute, don't learn" solvers — AimSolve (exact yaw/pitch to a target) + YawDelta, FallDamage/SafeToDrop, ArrowLaunchPitch (projectile ballistics), CraftingRequirements (recursive raw-material expansion), OreDepthPosterior (Laplace-smoothed best Y-band), LocalDanger (3×3×3 hazard cost), InterceptPoint (lead-the-target).
• Command: minecraft dqn math aim <x> <y> <z> | fall <blocks> | arrow <dist> [dy] | craft <item> [count] | danger.
• Verified: 47-case unit harness that includes the real shipping header.

Minecraft RL — bounded recursive self-improvement (RSI)

• MinecraftRSI (MinecraftRSI.hpp): self-tuning controller for epsilon / curiosity / reward-blend / hazard-weight from the agent's own return trend, inside hard compile-time clamps. Reuses the existing DE stability tripwire (_RsiStabilityMonitor) and kill switch (_KillSwitch) — freezes and reverts to last-known-good on runaway dynamics or safe-mode. Self-tuning only, never self-code-modification.
• Command: minecraft dqn rsi status|on|off|reset|autokill on|off (off by default; tunes only while enabled and training).
• Verified: 18-case safety-invariant harness (hard-clamp / freeze / revert, incl. 500-step adversarial saturation).

Minecraft RL — look-where-moving

• minecraft dqn look-move <0..1>: with the given probability, replaces a movement action with the turn that aligns facing to the actual travel heading, so the bot faces where it walks (e.g. 0.85 = most of the time). Uses MinecraftMathKernels (AimSolve/YawDelta); 20° tolerance with a no-oscillation guard. 7-case decision test.

MathNN — loss functions

• nn::Loss widened from {MSE, CrossEntropy, BCE} to add Huber, Quantile (pinball), GaussianNLL (heteroscedastic — output layer is 2k wide: means + log-variances), and KLDivergence; plus nn::LossName/ParseLoss and _NN::SetHuberDelta/SetQuantileTau. Values are appended so existing persisted integers (MSE=0/CE=1/BCE=2) stay valid; existing fused softmax-CE and sigmoid-BCE paths untouched. Enables QR-DQN and uncertainty heads.
• Verified: 23-case harness — every analytic gradient checked against central-difference numerical differentiation (agreement ~1e-10).

First-aid reference desk

• FirstAidReference (FirstAidReference.hpp) + firstaid <what happened>: vetted, deterministic first-aid lookup — deliberately not a reinforcement-learning agent (medical guidance must never be discovered by trial and error). Fail-safe: every result carries an emergency-services disclaimer, red-flag symptoms escalate to "call emergency services now", and unknown queries never fabricate steps. 12 standard topics (choking, bleeding, burns, heart attack, stroke/FAST, anaphylaxis, seizure, recovery position, CPR pointer, sprain, nosebleed, poisoning). 21-case fail-safe test.

All natural disasters monitor

• WeatherHazards multi-hazard desk: merges NWS (classified flood/fire/tornado/hurricane/tsunami/heat/winter/…), USGS quakes, NASA EONET, GDACS, NOAA SWPC space weather, plus local Open-Meteo storm-risk signal.
• Commands: disaster all|list|desk|<category>, disaster monitor on|off, natural disaster …, hazards …; plugins weatherkit / disasterkit.
• Background monitor prints NEW events on interval (default 300s).
• Docs: docs/WeatherHazards.md (categories, sources, limits).

Marketing

• 2-minute commercial package: docs/AugmentedIntelligence-Commercial-2min.md (timed script, VO, 15s/30s cut-downs, production notes).

Minecraft client — Mack's Minecraft + GLSL shaders

• MinecraftClientProfile: named client profiles; default Mack's Minecraft (macks_minecraft).
• GLSL shader backends: Iris (Fabric), Oculus (Forge), OptiFine; pack list/set; shaders apply writes loader config.
• Commands: minecraft profile …, minecraft shaders …, minecraft mack status|doctor|shaders.
• Docs: docs/MinecraftIntegration.md (client profile section).

Lua scripts + bindings for new features

• _WeatherHazards::RegisterLuaGlobals: weather_*, disaster_*, settings_config_status / settings_mysql_primary / settings_save / …
• Wired into RunLuaScriptFile + AgentRuntime Lua states.
• New scripts: Features-V11-Harness.lua, Natural-Disasters-Watch.lua, MySQL-Configuration.lua.
• Updated: Brainstorm-Integrations.lua, Simple-MathNN-Bridge.lua, Cad-Dcc-RL.lua, AugmentedIntelligence-Bootstrap.lua, Agent-Script-Catalog.md, docs/LuaBrainstormAPI.md.

Changed

Minecraft RL — 88-dim state + anticipatory hazard reward

• State vector grew 48 → 88 dims. Added, on top of the existing base/vision/sink/stratum/entity features: local-grid (openness/lava/headroom/footing), safety (near-lava/fall-risk/burning/not-ok), pathability (graded walkability of forward/left/right/back from the plugin's pathReason), self-state (sneak/sprint/tool-durability/crosshair-hostile), environment (underwater/weather), temporal memory (last-action + repeat count), goal-bearing, biome hash, and vitals-trend features. Most consume plugin observation data that was already sent but previously unconsumed. DefaultAgentDims("minecraft") kept in lockstep at {88, 26}. Each dim bump invalidates old MathNN checkpoints — retrain.
• Anticipatory hazard-avoidance reward: penalizes standing next to lava / on a ledge / on fire before the health drop lands, with an escape bonus; the hazard weight is RSI-tunable. State-feature helpers (parseGridFeatures, pathWalkability, isHostileEntityType, biomeHash, headingErrorFeature) verified in a 26-case harness.
• Docs: docs/MinecraftPluginTrainingGuide.md (state description + new command sections; .docx regenerated).

Configuration → MySQL primary

• Source of truth: application settings load/save via MySQL ai_settings (_Settings::LoadConfiguration / _Settings::SaveSettings → _SettingsMySQL::SaveAll).
• settings.txt bootstrap: host/user/password + AD/mode flags only (unless settings_write_file_mirror or file-primary).
• First-run migration: empty MySQL settings tables import a full legacy settings.txt then seed.
• 89 legacy Get* helpers no longer re-open settings.txt; they return in-memory globals filled from MySQL.
• CLI: --settings-mysql-primary, --settings-file-primary, --settings-file-mirror; env AI_SETTINGS_*.
• Menu: MySQL Settings 14–17 (toggle primary/mirror, reload, save).
• Docs: docs/MySQLConfiguration.md; updates to MySQLDatabases, Windows-Install, EnvironmentVariables.

Added

Commands & Features spreadsheet

• Updated AugmentedIntelligence_Commands_and_Features.xlsx (and _updated / _v11_session copies) with Discovery, Integrate, TF32, SimpleMathNNBridge, CadDccRL, portal graphs, safety gates, Lua harnesses, help topics, tests, domain modules.
• Regenerator: tools/update_commands_features_xlsx.py.
• MySQL application profiles: seeded 12 new profiles in SettingsMySQL::SeedDefaultProfilesIfMissing and spreadsheet sheet MySQL Application Profiles (discovery/wordpress, integrate, portal, simple_nn, cad_dcc_rl, TF32 lab, safe_publish_only, …). Re-seed tool: tools/update_mysql_profiles_xlsx.py.
• Database creator (InitializeProgramDatabases): expanded catalog to all program logical DBs (settings, RL/learning/construct, memory/vision/sound/thought, legal, inventory, receipts, semantic_vectors, discoveries, cad_dcc_rl, portal_metrics, remote mirror names); utf8mb4; full RL table list + domain tables; now also calls SeedDefaultProfilesIfMissing. Docs: docs/MySQLDatabases.md.

CAD/DCC Reinforcement Learning

• CadDccRL: Mock-first RL for Creo, SolidWorks, Blender, Cinema 4D (shared 16-D state / 8 actions, MathNN DQN via RLAgentNet).
• Scenarios: CAD box_fit/mass_target; Blender game_prop_export/turntable; C4D cloner_grid/turntable; SW mock mass/envelope.
• Commands: cad rl …, creo rl …, blender rl …, c4d rl …, sw rl …, creative rl smoke; Lua cad_rl_*.
• Docs: docs/CadDccRL.md; script lua_scripts/Cad-Dcc-RL.lua.

Simple systems ↔ MathNN

• SimpleMathNNBridge: Feature/Media bundle integrating simple text, image, audio, video, SimpleML with MathNN/MLApp.
• Encode paths for text (SimpleText), image (hash + Conv2D), audio (MathNNIntegration speech), video (keyframe mean), perception (PerceptionBus).
• Soft SimpleML features (Naive Bayes + memory k-means note), fuse, confidence gate, classifier + anomaly train/predict.
• Commands: simple nn …, simple media …, nn simple …; Lua simple_nn_*; script lua_scripts/Simple-MathNN-Bridge.lua.
• Docs: docs/SimpleMathNNBridge.md.

Discovery → WordPress

• DiscoveryJournal (DiscoveryJournal.hpp / .cpp): journal of discoveries with optional WordPress REST publish via _WordPress::CreatePost.
• Seed packs: paper discoveries (epistemic / perception / RSI / multi-agent) and session discoveries (Minecraft listen-all, Creo/Blender/C4D, weather, body, NeMo, TF train, cognitive layers, CommandSuggest, etc.).
• Typed commands: discovery seed|list|show|encounter|add|wordpress|dry-run|wp-status|post|doctor|selftest|help.
• Alias: wordpress discovery …; plugin discoverykit.
• Storage: data/discoveries/journal.json; dry-run HTML under data/discoveries/<id>.html.
• Catalog + docs: docs/DiscoveryWordPress.md.
• Help topic: help discovery.

Brainstorm integrations hub (Lua + IIS/PHP + graphs)

• BrainstormIntegrations (BrainstormIntegrations.hpp / .cpp): orchestration for discovery, portal, graphs, IIS, PHP site, cutlass/TF32.
• Typed commands:
• integrate status|doctor|selftest|all|lua
• iis status|doctor|list|recycle <pool> [apply]
• php site status|health|config root|url|deploy [apply]
• graphs architecture|discovery|rl|all|export
• Lua globals registered on script run and agent Lua states: discovery_*, cutlass_*, graphs_*, iis_*, php_site_*, portal_*, integrate_*.
• Harness script: lua_scripts/Brainstorm-Integrations.lua.
• Docs: docs/BrainstormIntegrations.md; help: help integrate.

TF32 / matrix multiply (GPU path)

• CutlassAccel::Gemm: real cuBLAS GemmEx path under USE_CUDA:
• fp32 → CUBLAS_COMPUTE_32F
• tf32 → CUBLAS_COMPUTE_32F_FAST_TF32 (SM ≥ 8)
• Host MatrixAcceleration remains fallback and golden reference.
• cutlass check reports FP32 max-diff vs host and TF32 max-diff (looser tolerance).
• Lua: cutlass_set_precision, cutlass_gemm, cutlass_bench, cutlass_check.
• Docs updated: docs/Cutlass.md.

Program / PHP portal graphs

• Graph JSON export: architecture DAG, discovery category stats, RL summary.
• Writes under portal graphs/ and PHP site data/ when configured.
• program_web_portal:
• api.php?q=graphs&which=all|architecture|discovery|rl
• UI section Graphs (Chart.js bars, doughnut, architecture node list).
• Docs: docs/ProgramStatePortal.md graphs section.

Cognitive / command UX (prior v11 track)

• CommandSuggest: hybrid neural/catalog suggest from chat (suggest / do / dry-run apply). Docs: docs/CommandSuggest.md.
• CognitiveLayers: attention / curiosity / drives façade; MathNN + RL coupling notes in docs/CognitiveLayers.md, docs/CognitiveLayersMathNNRL.md.

CAD / DCC / weather / body / safety (prior v11 track)

• CreoBridge, BlenderBridge, Cinema4DBridge with profiles, dry-run defaults, recipes.
• CreativeDesk fan-out.
• WeatherHazards: Open-Meteo + NWS + USGS watch desk.
• BodyEquilibrium: restorative/work/sprint/recover/safe; write-freeze coupling.
• ReasoningHeuristic / ReasoningAudit (fallacy/bias offline + optional deep path).
• NemoBridge mock rails + health probe.
• TFTrain: mock/pipeline/finetune/native orchestration (TF C serve-first truth).

Minecraft

• Spigot listen-all / listen-forward path so LLM can read all chat without auto-reply spam (require-mention / !ai reply policy).
• PHP minecraft_web_dashboard live charts (players, vitals, threat, bridge).

Platform / bridges

• Plugin/bridge dry-run defaults; BridgeProtocol v1 patterns.
• Remote CUDA hybrid matmul + worker catalog (docs: docs/RemoteCUDA.md).
• Program State Portal export + optional HTTP (portal export, portal http on).

Changed

• WordPress speech path delegates wordpress discovery … to the discovery journal before generic WP handlers.
• Discovery auto-post ties into wordpress_auto_report_enabled when toggled on.
• Cutlass status text reports cuBLAS readiness and SM major when CUDA is present.
• Speech command dispatch early-routes: discovery, integrate, iis, php site, graphs.
• Lua script bootstrap (RunLuaScriptFile) and agent Lua registration now call _BrainstormIntegrations::RegisterLuaGlobals.
• Help menu topics include discovery and integrate / iis / graphs.

Fixed

• Discovery dry-run does not mark entries as posted (so later live post pending still works).
• Fallacy / bias wiring and speech early-return edge cases from intermediate v11 work.
• C4D render-preview frame under lock; Creo recursive_mutex for worker safety (session fixes).
• PowerShell JSON workers for Creo/Blender paths stabilized for bridge recipes.
• ConsoleBottomInput now pins the typed >> prompt to the bottom visible row of the console at all times (srWindow.Bottom), instead of drawing it on the line after the most recent output — where it floated mid-screen whenever output was sparse or paused.

Security

• IIS recycle and PHP deploy require explicit apply; default is dry-run / plan only.
• Discovery WordPress posts default to dry-run and preferred draft status.
• Portal and graph endpoints remain read-only visualization surfaces.
• Credentials stay in settings / AD password slots (wordpress_app_password, FTP, etc.); not written into PHP webroot by exporters.

Deferred / known gaps

• Live Adobe CC / Office 365 full plugins.
• True CUTLASS device MMA .cu kernels (AI_USE_CUTLASS still optional upgrade path).
• Full SolidWorks COM live automation.
• Live NeMo NIM beyond mock rails + health.
• TensorFlow true in-process C++ training (orchestration + serve-first remains the supported story).
• Full float tensor upload for large remote matmul.
• PerceptionBus auto candidates / optional MySQL semantic production path.
• IIS ARR reverse-proxy recipes and signed PHP→AI webhooks (designed; not all live).
• MathNN CPU matmul is scalar. _NN::Forward is a plain double triple loop with no SIMD intrinsics and no call into the AVX-512 / CUTLASS / HardwareAcceleration matmul modules; the AVX2/AVX512 build configs enable /arch program-wide but the neural-net hot loop is an FP reduction under the default /fp:precise, so it is unlikely to auto-vectorize. Accelerated CPU matmul for MathNN remains a planned backend pass.
• Minecraft math kernels are computed but not yet consumed by behavior. MinecraftMathKernels (AimSolve, LocalDanger, InterceptPoint, …) are tested pure functions exposed via minecraft dqn math, but nothing in the policy/action loop calls them yet (e.g. no AimSolve action-override, no navigator using LocalDanger). Wiring needs a live training run to validate.
• Bearing/trig math is duplicated across GeometryTrigCore, MinecraftDQN's headingErrorFeature, and MinecraftMathKernels::AimSolve — consolidation pending.
• No checkpoint dim-guard. After the repeated state-dim growth (48→88), loading a saved MathNN net with a mismatched input width silently thrashes rather than erroring; an auto-detect-and-reset guard is not yet built.
• This session's changes are compiled/verified but not yet linked into a running binary — the running app held the exe lock (LNK1104) during the session; an incremental relink is required to ship them.

[v11.0 Typed Commands] — Session themes (summary)

High-level themes delivered across the typed-commands branch of work:

Operator quick reference (new surfaces)

# Discovery → WordPress
discovery seed all
discovery dry-run off          # when WP credentials ready
discovery wordpress on
discovery post pending

# Integrate brainstorm stack
integrate doctor
integrate all
integrate lua

# TF32 GEMM
cutlass set precision tf32
cutlass check 64
cutlass bench 1024 5

# Graphs / PHP
graphs export
php site health
# then: cd program_web_portal && php -S 0.0.0.0:8090  → Graphs

# IIS (read-only / dry-run)
iis doctor
iis recycle DefaultAppPool     # dry-run
iis recycle DefaultAppPool apply

File index (this changelog window)

How to extend this log

1. Add a new dated section under [Unreleased] or cut a version heading (## [11.0.x] - YYYY-MM-DD).
2. Prefer user-visible behavior over internal renames.
3. Call out dry-run / safety changes explicitly under Security.
4. Link new docs under File index when adding modules.

Generated for the v11.0 Typed Commands workspace to capture Discovery/WordPress, Brainstorm integrations, TF32 GEMM, PHP graphs, and the related subsystem MVPs described above.