TorontoAnd the September 8, 2022 /CNW/ – Armilla AI, a leading quality assurance platform for ML scientists, today announced its partnership with Mila, the world’s largest academic research center in the field of deep learning. Through this new partnership, Armilla AI will work alongside Mila to pioneer applied research methods for AI testing and validation to improve model performance while addressing key issues of fairness, bias, explainability, and robustness.
In 2021, the global artificial intelligence market is evaluated 93.5 billion US dollars It is expected to expand at an annual rate of 38.1% from 2022 to 2030. While investment in AI research and innovation accelerates, ‘quality assurance’ for AI systems is accelerating.–A common idea in traditional software development–failed to keep up. As a result, a gap still exists around which tools and testing frameworks are able to provide deeper insights into model quality, performance, and risk. Today’s partial meal approach to AI testing means that a high percentage of AI projects risk failing to develop or contributing to real-world damage after they are released.
Armilla AI and Mila will work together to provide researchers and practitioners with the knowledge and tools to build high-quality, trustworthy AI systems at scale. The Mila AI for Humanity team and Armilla will explore research collaborations on new approaches to detecting and mitigating bias. In addition, Armilla will work closely with Mila’s applied research teams to develop comprehensive testing and validation solutions for the next generation of machine learning systems and to extend the assessment and audit capabilities of the AI platform.
“Mila is one of the best AI institutes in the world, and a leading voice for responsible AI research and practice,” he said. Dan AdamsonArmilla AI CEO. “It is a great honor to work alongside Milla experts to develop the cutting-edge solutions needed to advance this field and help companies leverage their investments towards responsible AI.” Armilla sees the partnership as a way to deepen its network within a vibrant AI research and innovation ecosystem and tap the world-class talent that Mila and her community are known for.
“It is critical that organizations equip themselves with the tools to ensure that their machine learning systems are developed ethically and responsibly,” he says Yoshua Bingyu, Mila founder and scientific director. “We are delighted with our partnership with Armilla, whose commitment to responsible artificial intelligence aligns with Mila’s values.”
Armilla AI is a file TorontoDevelop a quality assurance platform for organizations large and small to manage, deploy, and scale their Machine Learning (ML) systems. Founded in 2020, Armilla has developed the first all-in-one quality assurance software for the ML platform. Its technology allows users to supervise every stage of model development, detect hidden biases and weaknesses, and receive automated alerts about abnormal behaviors. Customers leverage the Armilla platform to help accelerate production time for trustworthy AI systems, and support independent evaluation and auditing against emerging regulations, industry standards, and certification frameworks.
Founded by Professor Yoshua Bingyu subordinate University of Montreal, Mila is an artificial intelligence research institute with nearly 900 researchers specializing in machine learning. depends on MontrealMila’s mission is to be a global center for scientific advancement that inspires innovation and the development of artificial intelligence for the benefit of all. Mila is a non-profit organization recognized worldwide for its significant contributions in the field of deep learning, particularly in language modeling, machine translation, object recognition, and generative models.
Source: Armilla AI
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