Aurionpro Company AryaXAI Sets up AI Alignment Labs in Paris and Mumbai

AryaXAI, the research and development arm of Arya.ai—an Aurionpro company—has announced the establishment of ‘The AryaXAI AI Alignment Lab’ in Paris and Mumbai. The initiative is focused on advancing research in AI explainability and alignment.

Focus on AI Risk Mitigation and Transparency

The new labs aim to address critical challenges in artificial intelligence by uniting global research institutions and expert talent. As AI models become more complex, the associated risks—including misalignment, lack of interpretability, and accountability—become more significant. These concerns are particularly relevant in high-stakes and regulated environments.

Development of Scalable Research Frameworks

AryaXAI’s labs will focus on creating scalable frameworks for AI explainability, alignment, and risk management. These frameworks are designed to ensure AI models function accurately, maintain transparency, and support responsible deployment. The research will also contribute to developing methodologies for training and aligning models to meet regulatory and operational standards.

“AI interpretability and alignment are some of the most complex challenges in scaling AI for mission-critical use cases. Solving these means improved visibility inside the models and scalable model alignment techniques, be it for managing the risk, faster/better fine-tuning, model pruning, or new ways of combining model behaviours. We at AryaXAI have been working on these areas,” says Vinay Kumar, CEO of Arya.ai.

“Following our launch in December 2024, we are now expediting this journey. Very few teams are working on this front, and we wanted to expand our focus through a centralised approach that engages with global talent and academia. Paris, with its thriving AI community and centrally located massive academic ecosystem in the EU, was a natural choice. Our Mumbai lab will tap into top Indian researchers in AI and engage with universities on frontier problem statements,” he adds.

AryaXAI has previously introduced ‘DLBacktrace (DLB)’, an open-source technique developed to provide insight into the internal workings of deep learning models. The group also released ‘XAI_Evals’. A library designed for evaluating and benchmarking various explainability methods.

With the establishment of the AryaXAI AI Alignment Lab, the team intends to accelerate the development of additional explainability and alignment techniques. These solutions are expected to be released under open-source licences, supporting broader adoption and collaborative research across the AI community.

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