How to Use AI Reliability to Identify and Predict Model Decay

<p><span style="color: rgb(0,0,0);background-color: transparent;font-size: 12pt;font-family: Arial;">What if we could predict how long our models will last in the field?</span></p> <p><span style="color: rgb(0,0,0);background-color: transparent;font-size: 12pt;font-family: Arial;">Is there a mathematical way to estimate mean time to failure for a specific model?</span></p> <p><span style="color: rgb(0,0,0);background-color: transparent;font-size: 12pt;font-family: Arial;">In this episode, </span><a href="https://www.linkedin.com/in/davidchambruscole/" target="_self"><span style="color: rgb(17,85,204);background-color: transparent;font-size: 12pt;font-family: Arial;"><ins>Dave Cole</ins></span></a><span style="color: rgb(0,0,0);background-color: transparent;font-size: 12pt;font-family: Arial;"> is joined by </span><a href="https://www.linkedin.com/in/celeste-fralick/" target="_self"><span style="color: rgb(17,85,204);background-color: transparent;font-size: 12pt;font-family: Arial;"><ins>Celeste Fralick</ins></span></a><span style="color: rgb(0,0,0);background-color: transparent;font-size: 12pt;font-family: Arial;">, Chief Data Scientist at </span><a href="https://www.mcafee.com/en-us/index.html?PIFld=-1&rfhs=1" target="_self"><span style="color: rgb(17,85,204);background-color: transparent;font-size: 12pt;font-family: Arial;"><ins>McAfee</ins></span></a><span style="color: rgb(0,0,0);background-color: transparent;font-size: 12pt;font-family: Arial;">, to discuss AI reliability and how it can help predict model decay.</span></p> <p><span style="color: rgb(0,0,0);background-color: transparent;font-size: 12pt;font-family: Arial;">Celeste also explained: </span></p> <p><span style="color: rgb(0,0,0);background-color: transparent;font-size: 12pt;font-family: Arial;">- What AI reliability measures</span></p> <p><span style="color: rgb(0,0,0);background-color: transparent;font-size: 12pt;font-family: Arial;">- Processes to put in place to measure AI reliability</span></p> <p><span style="color: rgb(0,0,0);background-col