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Information and Disclosure:

The architectural guard rails and designs presented herein are released for academic, research, and publication purposes. These artifacts are made available under the "Commons Clause" License Condition v1.0. This licensing framework is designed to strike a balance between fostering innovation and protecting the intellectual property of the creators.

The Commons Clause License Condition v1.0 allows for the sharing of the specified artifacts for non-commercial purposes. Users are encouraged to engage with and contribute to the academic and research community, fostering an environment of collaborative learning and exploration.

However, it is crucial to note that commercial use of the published artifacts is strictly prohibited without explicit permission from the copyright owners. This prohibition extends to any activity where the artifacts are employed for financial gain or commercial exploitation. Individuals, organizations, or entities seeking to use these artifacts for commercial purposes must obtain clear and explicit permission from the copyright owners before doing so.

The Commons Clause License Condition v1.0 serves as the legal framework governing the use of these published artifacts. Users are expected to adhere to the terms and conditions outlined in this license to ensure proper usage, attribution, and compliance with the specified restrictions.

By accessing, utilizing, or building upon these artifacts, users implicitly acknowledge and agree to abide by the terms of the Commons Clause License Condition v1.0. Any deviations from these terms without explicit permission may result in legal consequences.

It is our hope that these architectural guard rails and designs contribute to the advancement of knowledge, research, and academic discourse. The Commons Clause License Condition v1.0 is implemented to protect the integrity of the work while promoting a collaborative and open environment within the academic and research communities.

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Discover reference architectures, engage in dynamic discussions, and access a curated collection of platforms and resources for high-frequency, low granularity time series analysis. Elevate your expertise at the intersection of finance, technology, and data science.

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