Update licensing to MIT License

[dfeen87]

Updated this repository's licensing from PolyForm Noncommercial to the MIT License. This includes:

1. Replacing the existing PolyForm Noncommercial LICENSE file with the official MIT License text (including Copyright (c) 2026 Don Michael Feeney Jr.).
2. Updating all source file headers across C++, Python, and Makefiles to indicate MIT licensing and Copyright (c) Don Michael Feeney Jr.
3. Updating README.md to replace references and badges for PolyForm with MIT License.
4. Confirming that no citation files (e.g., CITATION.cff) exist in the repository.
5. Replacing the final occurrence of 'PolyForm Noncommercial License' with 'MIT License' in dashboard/ai_iv_dashboard.html.
6. Verifying all changes with unit tests and visual verification, confirming everything is pristine.

---

PR created automatically by Jules for task 5811348090718787441 started by @dfeen87

[google-labs-jules]

👋 Jules, reporting for duty! I'm here to lend a hand with this pull request.

When you start a review, I'll add a 👀 emoji to each comment to let you know I've read it. I'll focus on feedback directed at me and will do my best to stay out of conversations between you and other bots or reviewers to keep the noise down.

I'll push a commit with your requested changes shortly after. Please note there might be a delay between these steps, but rest assured I'm on the job!

For more direct control, you can switch me to Reactive Mode. When this mode is on, I will only act on comments where you specifically mention me with @jules. You can find this option in the Pull Request section of your global Jules UI settings. You can always switch back!

New to Jules? Learn more at jules.google/docs.

---

For security, I will only act on instructions from the user who triggered this task.

[chatgpt-codex-connector]

You have reached your Codex usage limits for code reviews. You can see your limits in the Codex usage dashboard.

[Copilot]

Pull request overview

This PR updates the repository’s licensing from PolyForm Noncommercial to MIT, replacing the root LICENSE text and updating references/headers across the codebase to reflect MIT licensing.

Changes:

• Replaced the root LICENSE file contents with the standard MIT License text (copyright holder: Don Michael Feeney Jr.).
• Updated source/header file license headers across C++, Python, and the Makefile to reference the MIT License.
• Updated user-facing license references in README.md and dashboard/ai_iv_dashboard.html to MIT.

Reviewed changes

Copilot reviewed 39 out of 39 changed files in this pull request and generated no comments.

Show a summary per file

File	Description
tools/train_sensor_fusion_model.py	Updated file header to MIT license.
tests/test_state_estimator.cpp	Updated file header to MIT license.
tests/test_safety_monitor.cpp	Updated file header to MIT license.
tests/test_neural_estimator.cpp	Updated file header to MIT license.
src/Utils.hpp	Updated file header to MIT license.
src/SystemLogger.hpp	Updated file header to MIT license.
src/SystemLogger.cpp	Updated file header to MIT license.
src/StateEstimator.hpp	Updated file header to MIT license.
src/StateEstimator.cpp	Updated file header to MIT license.
src/simulation_engine.hpp	Updated file header to MIT license.
src/simulation_engine.cpp	Updated file header to MIT license.
src/SafetyMonitor.hpp	Updated file header to MIT license.
src/SafetyMonitor.cpp	Updated file header to MIT license.
src/rest_api_server.hpp	Updated file header to MIT license.
src/rest_api_server.cpp	Updated file header to MIT license.
src/replay_logger.hpp	Updated file header to MIT license.
src/precision_spine/TreatmentFlow.hpp	Updated file header to MIT license.
src/precision_spine/PrecisionSpine.hpp	Updated file header to MIT license.
src/precision_spine/PrecisionSpine.cpp	Updated file header to MIT license.
src/NeuralStateEstimator.hpp	Updated file header to MIT license.
src/iv_system_types.hpp	Updated file header to MIT license.
src/domains/metabojoint_domain.hpp	Updated file header to MIT license.
src/config_defaults.hpp	Updated file header to MIT license.
src/AdaptiveController.hpp	Updated file header to MIT license.
src/AdaptiveController.cpp	Updated file header to MIT license.
src/adaptive_iv_therapy_control_system.cpp	Updated file header to MIT license.
README.md	Replaced license badge/references to point to MIT.
Makefile	Updated file header to MIT license.
LICENSE	Replaced PolyForm Noncommercial text with MIT License text.
iv_logic/vital_signal_generator.hpp	Updated file header to MIT license.
iv_logic/vital_signal_generator.cpp	Updated file header to MIT license.
iv_logic/ailee_decision_engine.hpp	Updated file header to MIT license.
iv_logic/ailee_decision_engine.cpp	Updated file header to MIT license.
iv_extensions/simulation_metrics_observer.hpp	Updated file header to MIT license.
iv_extensions/simulation_metrics_observer.cpp	Updated file header to MIT license.
iv_extensions/flow_adjustment_plugin.hpp	Updated file header to MIT license.
iv_extensions/flow_adjustment_plugin.cpp	Updated file header to MIT license.
examples/rest_api_client.py	Updated file header to MIT license.
dashboard/ai_iv_dashboard.html	Updated footer license reference to MIT.

---

💡 Add a code-review agent skill or configure MCP servers for context-aware, tailored reviews. Learn more in the docs.