Open Arsenal AI and the Autombile Specifications

The AI and the Automobile collection defines a set of specifications for embedding AI into modern automotive systems, reframing vehicles as software-driven platforms where intelligence operates across sensing, decision-making, navigation, and energy systems. It highlights the move toward real-time, safety-critical computing architectures that replace fixed mechanical behavior with adaptable, continuously updated software logic.

Across the specifications, the focus is on building automotive AI through open, interoperable frameworks supported by rigorous safety engineering. This includes shared development practices, simulation-based testing, validation pipelines, and human oversight to manage uncertainty and edge cases. Together, the system is designed as a layered model of autonomy, redundancy, diagnostics, and secure updates to enable dependable large-scale deployment.

Automotive Specs

• AIChauffeur Module Specification
  https://roxanneardary.com/aichauffeur/
  AI driving efficiency coach for vehicles that provides real-time coaching. It focuses on predictive energy optimization for better vehicle performance.

• Crosswater Module Specification
  https://roxanneardary.com/crosswater/
  An open-source autonomous amphibious vehicle platform designed to operate across land and water. It uses electric propulsion, modular hardware, and an open autonomy stack.

• DashHub
  https://roxanneardary.com/dashhub/
  An open source universal automotive dashboard platform. It retrofits any vehicle into a modular, connected, and future-ready smart system.

• DrivePass Module Specification
  https://roxanneardary.com/drivepass/
  An open-source, privacy-first vehicle access platform. It replaces traditional key fobs with encrypted, identity-based authentication and secure remote start control.

• FluxCore Mobility Specification
  https://roxanneardary.com/fluxcore-mobility/
  A modular, encrypted edge AI vehicle intelligence system. It is built for consent-bound, privacy-first autonomous and assisted driving.

• FluxGrid Infrastructure
  https://roxanneardary.com/fluxgridinfrastructure/
  An open-source wireless EV charging and intelligent grid system. It enables autonomous, cable-free vehicle charging with integrated safety, thermal, and energy management layers.

• FuelAI
  https://roxanneardary.com/fuelai/
  An open-source platform that uses AI to find the cheapest way to power journeys. It compares real-time energy prices and optimizes routes accordingly.

• LumenAudio Module Specification
  https://roxanneardary.com/lumenaudio/
  A modular AI-driven audio mesh for modern vehicles. It unifies streaming services, open-source media, and local sources into a voice-controlled, context-aware infotainment system.

• Odessa Drive
  https://roxanneardary.com/odessadrive/
  Open-source intelligence for the road using an AI-powered system. It voice-tracks mileage, fuel, and repairs while maintaining IRS-compliant records.

• Open Aerial Autonomous Safety System Module Specification
  https://roxanneardary.com/open-aerial-autonomous-safety-system/
  A modular open-source autonomous mobility safety platform. It combines multi-sensor perception, predictive collision avoidance, and emergency aerial escape systems.

• Orbital Drive
  https://roxanneardary.com/orbital-drive/
  An open-source regenerative energy framework for electric vehicles. It explores coordinated energy recovery from motion, airflow, braking, heat, and solar input.

• PatentCortex
  https://roxanneardary.com/patentcortex/
  The brain behind engineered systems that transforms complex patents. It creates structured, searchable engineering intelligence.

• PathAI Module Specification
  https://roxanneardary.com/pathai/
  An AI-powered fleet compliance platform. It automatically tracks GPS data to generate real-time compliance reports, optimize routes, and improve logistics safety.

• PathCore AI
  https://roxanneardary.com/pathcoreai/
  An open-source, voice-driven navigation intelligence system. It delivers conversational, privacy-first, predictive routing for smart vehicles.

• Project SynthesisMotion Module Specification
  https://roxanneardary.com/project-synthesismotion/
  An open-source adaptive motion intelligence framework. It unifies real-time vehicle identity modeling, physics-informed control, and safety-verified autonomous systems.

• PulseDrive
  https://roxanneardary.com/pulsedrive/
  An open-source, AI-assisted driver safety system. It verifies sobriety and continuously monitors driver identity and attention using edge AI.

• RegenMatrix Module Specification
  https://roxanneardary.com/regenmatrix/
  AI-controlled regenerative energy system for vehicles. It optimizes energy recovery and efficiency.

• RoadSage
  https://roxanneardary.com/roadsage/
  An open-source AI vehicle intelligence system. It monitors real-time mechanical behavior to predict failures and enable proactive maintenance.

• StoneBack Module Specification
  https://roxanneardary.com/stoneback/
  An open-source, repairable rear-vision system for vehicles. It combines industrial-grade imaging, split camera-and-compute architecture, and a fully open software stack.

• TerraRoam Module Specification
  https://roxanneardary.com/terraroam/
  An AI-powered, vehicle-aware open-source travel intelligence platform. It supports safe routing, camping discovery, and real-time trip planning.

• TrueRoute Module Specification
  https://roxanneardary.com/trueroute/
  An open-source, vehicle-aware navigation and travel intelligence platform. It combines real-time routing, scenic exploration, offline navigation, and AI-powered trip planning.

• TruthVIN Module Specification
  https://roxanneardary.com/truthvin/
  An open-source, transparent vehicle valuation system. It replaces opaque pricing guides with real market data and verifiable algorithms.

• Vehicle Overlay System Specification
  https://roxanneardary.com/vehicle-overlay-system/
  A universal retrofit platform that adds secure AI and connectivity. It provides edge computing capabilities to any vehicle without modifying safety-critical systems.

• VoltMesh
  https://roxanneardary.com/voltmesh/
  An open-source mobility platform that replaces proprietary in-car systems. It creates a universal, hardware-agnostic mesh network for vehicle intelligence and EV optimization.

• Wayfare Module Specification
  https://roxanneardary.com/wayfare/
  An open-source mobility platform for owners to earn with rides. It provides transparent pricing, real-time availability, and local discovery features for riders.

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License & Notice Requirements

Open Arsenal Automotive Specs are released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+).
By contributing to any project, you agree that your contributions will also be released under this license.

Please note the following:

• All contributions must comply with the AGPL-3.0+ terms.
• Under Section 7 of the license, all redistributions, forks, and derivative works must preserve attribution to:
  Roxanne Ardary and roxanneardary.com.
• Open Arsenal specificiations are free to use with attribution. A Specification Branding License can be negotiated upon request.
• The project's notice.md file tracks attribution requirements and contributor acknowledgments.
  Any update that adds new contributors or modifies attribution should also update notice.md.
• When submitting a pull request, ensure that any new files maintain the attribution headers where applicable.
• Network-deployed versions of this software must also remain fully AGPL-3.0+ compliant, including exposure of source code modifications when applicable under the license.

For full legal details, please refer to the AGPL-3.0+ license and the project's notice.md file.

Open Arsenal Hub
https://github.com/openarsenalspecs