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AI Governance and Explainability in Financial Services: DSE Presents Chat with the Lab Webinar

  • 1.  AI Governance and Explainability in Financial Services: DSE Presents Chat with the Lab Webinar

    Posted Mon July 27, 2020 09:32 PM
    Edited by Jessica Leitsch Thu August 06, 2020 03:31 PM

    Financial institutions are moving quickly to adopt artificial intelligence (AI) techniques in areas such as fraud detection, marketing, credit underwriting, chatbots, and anti-money laundering compliance among others. But these firms should weigh the promise of cost savings, competitive advantage, and new product offerings against significant potential problems: unexplainable models, biased or unfair algorithms, increased strain on data and IT systems, changes in required skillsets, and lack of trust in models by management and consumers.

     

    While financial institutions face changes to their operational, reputational, and other risks when they deploy AI, they can address these risks by carefully enhancing the same governance processes and frameworks already in place. Although many large institutions are beginning to address explainability, significant challenges still remain in using the evolving toolbox of explainability techniques. These challenges include identifying the precision of explainability required for different applications; aligning key stakeholders on acceptable toolkits, approaches, and uses; developing standards for vended AI and explainable AI solutions; and convincing regulators that AI and explainable AI approaches are fit for purpose.

      AI Governance and Explainability in Financial Services: DSE Presents Chat with the Lab webinar is now available to watch on demand here.

    Please share your questions below. 



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    JORGE CASTANON
    Chat with labs webinar series: https://ibm.co/Chat-With-The-Lab-Webinar
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  • 2.  RE: AI Governance and Explainability in Financial Services: DSE Presents Chat with the Lab Webinar

    Posted Wed August 05, 2020 06:46 PM
    Edited by Jessica Leitsch Thu August 06, 2020 03:33 PM
    Hello everyone, 

    Take a look at these smart papers for AI model governance infrastructure in correspondence to webinar. You can read it here. In addition, here is an article on Why AI Governance Matters. Read the full article here and post any of your questions here


     AI Governance and Explainability in Financial Services: DSE Presents Chat with the Lab Webinar now available to watch on demand here and please post any of your questions below. 

    Thanks, 
    ------------------------------
    JORGE CASTANON
    Chat with labs webinar series: https://ibm.co/Chat-With-The-Lab-Webinar
    ------------------------------



  • 3.  RE: AI Governance and Explainability in Financial Services: DSE Presents Chat with the Lab Webinar

    Posted Thu August 06, 2020 03:42 PM
    Hello everyone, 
    You can watch the full webinar recording here. The slides can be downloaded here and please reply with any of your questions. 


    Thanks,

    ------------------------------
    JORGE CASTANON
    Chat with labs webinar series: https://ibm.co/Chat-With-The-Lab-Webinar
    ------------------------------



  • 4.  RE: AI Governance and Explainability in Financial Services: DSE Presents Chat with the Lab Webinar

    Posted Sun August 09, 2020 05:50 AM

    Hi everyone, 

    Here are the resources mentioned from the presentation. 

    Please let us know if you have any questions! 
    Thanks,



    ------------------------------
    JORGE CASTANON
    Chat with labs webinar series: https://ibm.co/Chat-With-The-Lab-Webinar
    ------------------------------