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Starting Your AI Governance Program

Starting Your AI Governance Program

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In this episode...Tim and Tally sit down to tackle one of the most requested topics on The Boring AI Show: AI governance. While governance may sound like a dry policy conversation, the episode quickly turns into a practical discussion about trust, risk, responsibility, and what it really takes to bring AI into an organization without creating avoidable surprises.The episode starts with AI news stories that set up the broader theme. From AI literacy efforts in education to a brand mishap involving AI-generated marketing, Tim and Tally explore why organizations need more than enthusiasm when adopting AI. They need shared rules, clear expectations, and a thoughtful understanding of where AI fits into their culture, values, and daily work.The conversation covers what AI governance actually means, why it should not be treated as only an IT or legal issue, and how companies can begin building guardrails that are realistic for where they are today. Tim and Tally also discuss the risks of moving too fast, from reputational damage and workforce mistrust to shadow AI, data exposure, and tools evolving faster than policies can keep up.Throughout the episode, one theme keeps resurfacing: good AI governance is not about slowing innovation down. It is about helping people use AI with more confidence, more clarity, and more accountability, so organizations can move forward without losing sight of quality, trust, and human judgment.Topics CoveredWhat AI governance means in practical termsWhy governance is more than policyAI guardrails and avoiding bad surprisesAI literacy for students, teachers, parents, and communitiesHuman review for AI-generated marketing and public contentReputational risk, legal risk, financial risk, and workforce trustShadow AI and tools already being used inside organizationsBuilding an AI-forward team or steering committeeStarting small with governance instead of overbuilding too earlyModel inventories and approved AI tool listsData classification and acceptable usePolicies, procedures, standards, and guidelinesUse case intake and review workflowsAI wearables, recording, consent, and workplace expectationsUsing AI for creative work, slide generation, and brainstormingResourcesArticles and News MentionedAI Literacy Framework for Primary and Secondary EducationREI got roasted for a nonsensical Instagram ad featuring a bike with 2 sets of handlebars and blamed a Meta AI toolEU AI ActGamestorming: 7Ps FrameworkTechCrunch: Humane’s AI Pin is dead, as HP buys startup’s assets for $116MOrganizations MentionedMind Over MachinesOECDEuropean CommissionCode.orgREI Co-opMetaMicrosoftAnthropicOpenAIGoogleAdobeElevenLabsHiggsfield AIHumaneHPTools and Technologies MentionedMeta AIMicrosoft CopilotCopilot in PowerPointPowerPoint Agents in Microsoft 365 CopilotChatGPTClaudeAdobe FireflyHiggsfield AIElevenLabsRay-Ban Meta AI GlassesGoogle MapsGoogle Street ViewSend us Fan MailThanks for listening! Visit us at @mindovermachines.com to learn more about us!Want to stay up to date on our latest AI insights? Subscribe to our newsletter here!
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