停止与人工智能玩捉迷藏：将人工智能使用转化为受控实践.pdf

1、Stop playing hide and seek with AITurning AI use into governed practiceTodays presenterJoe PearceHead of Product,RecordPointBridging AI innovation with security,compliance,and trustworthy data governance.Todays game plan Why AI governance is breaking down today The model for operational AI governanc

2、e How it works in practice(VCARE)A real-world example What you can do in the next 90 daysAI is already hiding in plain sightThe first rule of governance:You cant govern what you cant see“AI Data&Analytics Network43%of organizations have an AI governance policy,with a quarter still in the process of

3、implementing one.”AI governance only works when nothing is hidden.If you remember one thing:What AI governance actually meansMost AI maturity models forget the hard part:GovernanceLEVEL 1:AWARENESSLEVEL 2:ACTIVELEVEL 3:OPERATIONALLEVEL 4:SYSTEMICLEVEL 5:TRANSFORMATIONALEarly AI interest with risk of

4、 overhyping.AI experimentation mostly in a data science context.AI in production creating value by e.g.,process optimization or product/service innovations.AI is pervasively used for digital process and chain transformation,and disruptive new digital business models.AI is part of business DNA.As sim

5、ple model to stop AI from hiding:VCAREisibilityontrolccountabilityiskvidenceFinding every AI systemVisibilityHow organizations start surfacing hidden AIMaintain an AI system inventoryTrack the data lifecycle stageStandardize use case intake Capture purpose,data,owners,and contextPOLLCan you confiden

6、tly list every AI system in use?Turning policies into gardrailsControlThe six gates that stop AI from running wildRegisterAssessApproveDeployMonitorRetireRisk tiers:Not every AI needs the same rulesNot all AI requires the same scrutiny Low risk use cases should move fastHigh risk systems require str