The road to trustworthy AI starts with openness: We just began our exciting journey!
Published on Jan 29, 2025 --- 0 min read
By Shalini Kurapati

The road to trustworthy AI starts with openness: We just began our exciting journey!

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AI is evolving at a breakneck speed, reshaping industries and redefining possibilities. But with this rapid progress comes a critical challenge: trust. How do we ensure AI remains robust, secure, private, and free from bias?

At Clearbox AI, we believe the answer is openness. That’s why we’re making a bold move: open-sourcing our first package: Synthetic Kit. This is more than just a release! It’s a fundamental shift toward democratizing AI innovation while upholding the highest standards of privacy and fairness.

Why Open Source? Why now?

At Clearbox AI, our guiding principle has always been: “as open as possible, as closed as necessary.”

We have spent years developing a lightweight, fast, and privacy-preserving synthetic data SDK designed for tabular and time-series data. Our Software development Kit is lightweight, ultrafast and is built with data sovereignty at its core, offering privacy-utility tradeoff metrics to ensure AI models are trained on high-quality data. As real-world datasets become harder to access due to regulatory and privacy constraints, synthetic data is becoming an essential foundation for AI innovation.

We’ve dedicated years to perfecting computational privacy, bias mitigation, and data fairness-cornerstones of trustworthy, data-centric AI. However, real progress isn’t made behind closed doors. It thrives through transparency, shared innovation, and collective effort.

But open-sourcing is not a one-time decision; it's a continuous commitment to building a community-driven ecosystem that fosters collaboration and real-world impact. Taking the first bold step in this journey, we are releasing our first package: Synthetic Kit, setting the stage for shared progress.

Innovation and community: Advancing AI together

We invite researchers, developers, practitioners, and AI enthusiasts to join us in shaping the future of trustworthy AI. Whether you want to explore our code, raise an issue, request a feature, or simply support us with a ⭐ star on GitHub, every contribution counts!

Open source is not just about sharing code. It’s about building a community. In our case, it’s about collaborating, learning, and innovating together to create AI that is transparent, fair, and responsible.

This is just the beginning. Stay tuned as we continue to expand our open-source journey, pushing the boundaries of privacy-preserving, bias-mitigating, and high-utility synthetic data.

Let’s build the future of AI together.

🔗 Our repo: https://github.com/Clearbox-AI/clearbox-synthetic-kit

🚀 Stay tuned!

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Dr. Shalini Kurapati is the co-founder and CEO of Clearbox AI. Watch this space for more updates and news on solutions for deploying responsible, robust and trustworthy AI models.