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2 min read | Updated on December 18, 2024, 16:48 IST
SUMMARY
AryaXAI addresses the increasing demand for transparency as well as accountability for industries that regulate complex models, and where any potential failure could cause significant ramifications. The AI platform has introduced an advanced Explainable AI technique known as ‘DLBacktrace’, which helps businesses to trace model decisions.
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Aurionpro Solutions surges nearly 10% on launch of advanced AI Platform ‘AryaXAI’
In a stock exchange filing, Aurionpro Solutions said that its AI development arm Arya.ai has launched an advanced AI explainability (XAI) and alignment platform, AryaXAI, especially curated for mission-critical applications. The new product empowers enterprises with a sophisticated observability stack. The AI platform makes sure that its solutions are not only explainable but also safe and aligned with regulatory as well as ethical standards, the company informed the stock exchanges.
AryaXAI addresses the increasing demand for transparency as well as accountability for industries that regulate complex models, and where any potential failure could cause significant ramifications.
The AI platform has introduced an advanced Explainable AI technique known as ‘DLBacktrace’, which helps businesses to trace model decisions, be in compliance with transparency regulations as well as foster trust. DLBacktrace is among the most accurate, stable, and true-to-model XAI techniques for deep learning models.
The XAI technique supports research in areas like model pruning, merging, distillation, and swapping for a number of models, including large-scale language systems and multi-modal models. Recognising its value for the wider community, Arya.ai has made DLBacktrace open-source and available on GitHub, along with the accompanying research paper.
The AryaXAI explainability suite includes established methods like SHAP, LIME, SmoothGrad, and Integrated Gradients, in addition to tools that help users choose the best explanation method for any model.
“As AI models grow increasingly complex, addressing explainability and alignment becomes more challenging - especially as AI agents simplify their development and fine-tuning. In mission-critical use cases like financial services, healthcare, and defense, the lack of clear insights into AI decision-making limits trust and adoption,” said the CEO of Arya.ai, Vinay Kumar Sankarapu, in a press release on December 18, 2024.
Shares of Aurionpro Solutions Ltd jumped as much as 9.8% to hit an intraday high of ₹1,899.5 per piece on the NSE on Wednesday. However, the stock pared some of early gains to trade 9.11% higher at ₹1,887.7 apiece on the NSE at 2:20 pm.
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