How can ML Observability framework deliver acceptability in critical AI solutions | Cypher 2022

By Vinay Kumar CEO and founder at Arya.ai

‘AI’ used in mission-critical uses cases like autonomous cars, financial institutions, healthcare etc., carries a substantial financial and societal risk. It is required to address the specifications/requirements of all stakeholders like - Customers, Business owners, Product owners, the Data Science team, Risk managers and Regulators. Requirements like - how did the model work for a prediction? Was there a bias? Did the team follow all necessary steps before pushing the model into …

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