Risk Management

  • 1.  Application of AI for Risk Assessments

    Posted 14 days ago

    How would one go about doing this? Is anyone familiar with a successful application? Are specialized data sets required? What are the pitfalls? This is all new to me :)



    ------------------------------
    Mitch Winkler P.E.(inactive), M.ASCE
    Houston, TX
    ------------------------------


  • 2.  RE: Application of AI for Risk Assessments

    Posted 3 days ago
    Edited by William McAnally 3 days ago

    My AI experience has not overlapped with my risk assessment/management experience, so the short answer to Mitch's excellent question is that I don't know.

    A longer answer is that I asked Google's Gemini AI and got responses that contain useful ideas (e.g. using AI image analysis to detect cracks) but seem misleading in some respects.

    You can read Gemini's responses in the library entries below:

    •          How to use AI to manage infrastructure risk?
    •          How to use AI to assess infrastructure risk?

    Neither response explicitly mentions consequences, which are an essential component of risk. That reflects a common failure of our literature, which tends to use "risk" and "threat" interchangeably. Large Language AI only regurgitates what it reads.

    Does anyone have suggestions on how to make AI work best for risk assessment and management, including consequences?



    ------------------------------
    William McAnally Ph.D., P.E., BC.CE, BC.NE, F.ASCE
    ENGINEER
    Columbus MS
    ------------------------------

    Attachment(s)

    pdf
    AssessRiskWithAI.pdf   186 KB 1 version
    pdf
    ManageRiskWithAI.pdf   3.88 MB 1 version