Source: thenewstack.io
Fiddler Drills into the Decisions Behind AI Decision-MakingCategory: Business, Data, Microsoft, Architecture, automation, artificial-intelligence
Too often, for companies using artificial intelligence, the technology is essentially a black box with little visibility into how their models are performing or how they arrive at their decisions. One of the problems that AI teams are suffering today is that when they operationalize AI, they are flying blind.
And in certain industries, such as financial services, if you are running models that are non-compliant, you can get into litigation and heavy fines, he said.
Fiddler is building services that are key to the evolution of explainable AI as the company works to demystify the ‘black box’ of AI in industry verticals including financial services and social networking,” said Zain A. Gulamali of the Amazon Alexa Fund.
Its customers use the technology in a couple of different ways: to test models before they’re launched into production and to continuously monitor models in production.
And in certain industries, such as financial services, if you are running models that are non-compliant, you can get into litigation and heavy fines, he said.
Fiddler is building services that are key to the evolution of explainable AI as the company works to demystify the ‘black box’ of AI in industry verticals including financial services and social networking,” said Zain A. Gulamali of the Amazon Alexa Fund.
Its customers use the technology in a couple of different ways: to test models before they’re launched into production and to continuously monitor models in production.
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