https://insideainews.com/tag/explainable-ai/ Illuminating AI's Frontiers: Your Go-To News Destination. Sat, 06 Jan 2024 18:33:31 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.1 https://insideainews.com/wp-content/uploads/2024/06/iain-favicon.png https://insideainews.com/tag/explainable-ai/ 32 32 136462205 https://insideainews.com/2024/01/09/the-need-for-transparency-and-explainability-in-eu-ai-regulation/ https://insideainews.com/2024/01/09/the-need-for-transparency-and-explainability-in-eu-ai-regulation/#respond Tue, 09 Jan 2024 11:00:00 +0000 https://insidebigdata.com/?p=34473 In this contributed article, Anita Schjøll Abildgaard, CEO and Co-Founder of Iris.ai, believes that while legislators work towards governance that enables appropriate, effective oversight without stifling innovation, organizations working on AI technology have a responsibility for ethical development. With an emphasis on transparency and explainability, companies can ensure AI technology offers the most benefit to the most people. ]]> https://insideainews.com/2024/01/09/the-need-for-transparency-and-explainability-in-eu-ai-regulation/feed/ 0 34473 https://insideainews.com/2023/05/12/video-highlights-introduction-to-explainable-ai/ https://insideainews.com/2023/05/12/video-highlights-introduction-to-explainable-ai/#respond Fri, 12 May 2023 13:00:00 +0000 https://insidebigdata.com/?p=32371 Responsible AI is reaching new heights these days. Companies have started exploring Explainable AI as a means to explain the results better to senior leadership and increase their trust in AI Algorithms. This workshop presentation, conducted by Supreet Kaur, Assistant Vice President at Morgan Stanley, will entail an overview of this area, importance of it in today’s era, and some of the practical techniques that you can use to implement it. ]]> https://insideainews.com/2023/05/12/video-highlights-introduction-to-explainable-ai/feed/ 0 32371 https://insideainews.com/2021/08/08/video-highlights-minimize-risk-and-accelerate-mlops-with-ml-monitoring-and-explainability/ https://insideainews.com/2021/08/08/video-highlights-minimize-risk-and-accelerate-mlops-with-ml-monitoring-and-explainability/#respond Sun, 08 Aug 2021 13:00:00 +0000 https://insidebigdata.com/?p=26832 In the presentation below, Amit Paka, Chief Product Officer and Co-founder, from our friends over at Fiddler AI, spoke at the Machine Learning in Finance Summit discussing the importance of monitoring and explainable AI (XAI).]]> https://insideainews.com/2021/08/08/video-highlights-minimize-risk-and-accelerate-mlops-with-ml-monitoring-and-explainability/feed/ 0 26832 https://insideainews.com/2021/01/23/genesis-of-a-model-intelligence-platform-truera/ https://insideainews.com/2021/01/23/genesis-of-a-model-intelligence-platform-truera/#respond Sat, 23 Jan 2021 14:00:06 +0000 https://insidebigdata.com/?p=25522 In this start-up highlight piece, we discuss how a CMU professor and his former grad student are ushering in a new era of responsible AI, and helping companies address bias in their AI models. This is a short story of the genesis of Truera. ]]> https://insideainews.com/2021/01/23/genesis-of-a-model-intelligence-platform-truera/feed/ 0 25522 https://insideainews.com/2021/01/22/xai-are-we-looking-before-we-leap/ https://insideainews.com/2021/01/22/xai-are-we-looking-before-we-leap/#respond Fri, 22 Jan 2021 14:00:38 +0000 https://insidebigdata.com/?p=25531 This four part report, "XAI: Are We Looking Before We Leap?," from our friends over at SOSA highlights the challenges and advances when it comes to regulations, relevant use-cases, and emerging technologies taking the mystery out of AI.]]> https://insideainews.com/2021/01/22/xai-are-we-looking-before-we-leap/feed/ 0 25531 https://insideainews.com/white-paper/xai-are-we-looking-before-we-leap/ https://insideainews.com/white-paper/xai-are-we-looking-before-we-leap/#respond Wed, 20 Jan 2021 23:30:34 +0000 https://insidebigdata.com/?post_type=wpdmpro&p=25528 This four part report from our friends over at SOSA highlights the challenges and advances when it comes to regulations, relevant use-cases, and emerging technologies taking the mystery out of AI.]]> 0 25528 https://insideainews.com/2020/12/03/new-survey-of-data-science-pros-finds-that-ai-explainability-is-their-top-concern/ https://insideainews.com/2020/12/03/new-survey-of-data-science-pros-finds-that-ai-explainability-is-their-top-concern/#respond Thu, 03 Dec 2020 14:00:00 +0000 https://insidebigdata.com/?p=25318 In late October 2020, venture capital firm Wing conducted a survey, "Chief Data Scientist Survey," of 320 of the senior-most data scientists at both global corporations and venture-backed startups, in advance of its annual Wing Data Science Summit. AI explainability came out on top as the leading concern.]]> https://insideainews.com/2020/12/03/new-survey-of-data-science-pros-finds-that-ai-explainability-is-their-top-concern/feed/ 0 25318 https://insideainews.com/2020/09/26/addressing-ai-trust-systemic-bias-transparency-as-business-priorities/ https://insideainews.com/2020/09/26/addressing-ai-trust-systemic-bias-transparency-as-business-priorities/#respond Sat, 26 Sep 2020 13:00:00 +0000 https://insidebigdata.com/?p=25046 Our friend Dr Stuart Battersby, CTO of Chatterbox Labs (an Enterprise Al Company), reached out to us to share how his company built a patented AI Model Insights Platform (AIMI) to address the lack of explainability & trust, systemic bias and vulnerabilities within any AI model or system.]]> https://insideainews.com/2020/09/26/addressing-ai-trust-systemic-bias-transparency-as-business-priorities/feed/ 0 25046 https://insideainews.com/2020/08/06/truera-launches-model-intelligence-platform-to-solve-machine-learnings-black-box-problem/ https://insideainews.com/2020/08/06/truera-launches-model-intelligence-platform-to-solve-machine-learnings-black-box-problem/#respond Thu, 06 Aug 2020 13:00:00 +0000 https://insidebigdata.com/?p=24842 Truera, which provides the Model Intelligence platform, emerged from stealth to launch its technology solution that removes the “black box” surrounding Machine Learning (ML) and provides intelligence and actionable insights throughout the ML model lifecycle. The platform is already deployed at and delivering value to a number of early Fortune 100 customers in banking and insurance.]]> https://insideainews.com/2020/08/06/truera-launches-model-intelligence-platform-to-solve-machine-learnings-black-box-problem/feed/ 0 24842 https://insideainews.com/2020/04/21/ai-transparency-will-lead-to-new-approaches/ https://insideainews.com/2020/04/21/ai-transparency-will-lead-to-new-approaches/#respond Tue, 21 Apr 2020 14:00:00 +0000 https://insidebigdata.com/?p=24293 In this contributed article, nationally recognized entrepreneur and software developer, Charles Simon contends that transparency – coupled with the necessary algorithms to mimic vision, hearing, learning, planning, and even imagination – will enable AI to evolve into its next phase. ]]> https://insideainews.com/2020/04/21/ai-transparency-will-lead-to-new-approaches/feed/ 0 24293