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UpdatedAug 7, 2026

AI and the Automobile — Updated!

Curated collection of open specifications for AI-integrated vehicle systems, covering autonomy, perception, navigation, energy management, safety, diagnostics, and secure updates across embedded, IoT, and cloud platforms.

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Open Arsenal AI and the Autombile Specifications

The AI and the Automobile collection brings together multiple specifications that define how AI integrates into modern vehicle systems. Across the set, it treats the automobile as a software-defined platform where intelligence is distributed across perception, control, navigation, and energy management layers. The specs emphasize real-time computing constraints, safety-critical architecture, and the shift from static mechanical systems to continuously evolving software-driven mobility.

Together, the specifications also outline how automotive AI should be developed and maintained through open, interoperable systems with strong safety practices. They highlight collaborative development models, simulation and validation pipelines, and human-in-the-loop oversight to ensure reliability in edge cases. The collection frames vehicle intelligence as a layered system combining AI autonomy, redundancy, diagnostics, and secure update mechanisms to support safe and scalable deployment.

All specifications are released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+) and may be used free of charge with the required attribution under Section 7 of the license. Organizations that require attribution-free commercial deployment may obtain a Specification Branding License (SBL). Licensing fees are determined based on the specific specification, deployment scope, and the scale of the network or environment in which it is deployed.

Automotive Specs

  • AIChauffeur
    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
    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
    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.

  • 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.

  • FluxCore Mobility
    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.

  • 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
    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 (OAASS)
    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
    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
    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
    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
    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
    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
    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
    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 (VOS)
    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
    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.

Specification Branding License (SBL)

Standard

Optional

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://gitlab.com/Roxanne_Ardary/open-arsenal-specs

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