What are the policy measures that can encourage manufacturers to design for durability and repairability? What are the opportunities for innovation in remanufacturing and upcycling of failed products?

Apr 24, 2025 ... Read the new whitepaper from the Microsoft AI Red Team to better understand the taxonomy of failure mode in agentic AI. Potential Failure Modes (PFMs) ... A review of PFMs developed under the FERC's PFMA process found many to be inadequately developed and described from initiation ... The Failure Modes and Mechanisms (FMM) approach is a technique used to identify and map the signatures and paths of equipment failures. The approach consists of ... TORNADO FAILURE MODES IN CENTRAL AND SOUTHERN GREAT PLAINS. SEVERE THUNDERSTORM EPISODES. Richard L. Thompson* and Corey M. Mead. NOAA/NWS/NCEP/Storm ... Abstract. Recent work in scientific machine learning has developed so-called physics-informed neural network (PINN) models. The typical approach is to ... Failure Modes and Effects Analysis (FMEA) Tool. A systematic, proactive method for evaluating a process or product to identify where and how it might fail and ... There are any number of ways a thermocouple can fail. It can short out, the sheath can fail, it can be damaged during operation or installation, it can be ... Linking Failure Modes to elements in a diagram · Open the diagram displaying the element you want to link. · In the model browser, locate the desired Failure ... Jan 25, 2022 ... We'll see that taking thought experiments seriously often surfaces future risks that seem "weird" and alien from the point of view of current systems. We attempt to highlight how machine learning failure modes are meaningfully different from traditional software failures from a technology and policy ...