[{"data":1,"prerenderedAt":1936},["ShallowReactive",2],{"settings-data":3,"footer-data":31,"blog-data-youre-reviewing-wrong-thing":37,"main-navigation-data":651,"latest-blog-posts-data":673,"footer1-navigation-data":1879,"alt-navigation-button-data":1887,"footer2-navigation-data":1895,"cookie-banner-data":1932},{"data":4},{"globalSetting":5},{"data":6},{"attributes":7},{"GA4PropertyID":8,"PrimaryColor":9,"SecondaryColor":10,"linkedinLink":11,"twitterLink":12,"facebookLink":13,"instagramLink":12,"youtubeLink":14,"Address":15,"BlogCTA":16,"logo":22},"G-G2TE0HJQ50","#1C6C8A","#DE6061","https://www.linkedin.com/company/gwcpa/",null,"https://www.facebook.com/gwcpa/","https://www.youtube.com/@gwcpas?sub_confirmation=1","995 North Prince Frederick Blvd \nSuite 202 \nPrince Frederick, Maryland 20678",{"Title":17,"Description":12,"Link":18},"See how GWCPA can help ",{"text":19,"target":20,"url":21},"Become a Client!","self","/how-we-work",{"data":23},{"attributes":24},{"url":25,"width":26,"height":27,"alternativeText":28,"hash":29,"ext":30},"https://gwcpa.nyc3.digitaloceanspaces.com/gwcpa_logo_456e120390.svg",89,126,"GWCPA logo","gwcpa_logo_456e120390",".svg",{"data":32},{"footer":33},{"data":34},{"attributes":35},{"FooterDescription":36},"GW CPA",{"data":38},{"blogs":39},{"data":40},[41],{"attributes":42},{"Title":43,"Description":44,"blogContent":45,"CTAEmbedBlock":12,"Image":483,"ShowFeaturedImage":525,"ShowBlogCTA":58,"ShowLatestBlogs":58,"OverwriteLatestPosts":526,"OverWriteBlogCTA":637,"seo":643},"You're Reviewing The Wrong Thing","This week’s prompt isn’t about getting better output. 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After the work (review, approval, delivery)",{"type":47,"children":85},[86],{"text":54,"type":50,"italic":58},{"type":47,"children":88},[89],{"text":90,"type":50,"italic":58},"For each phase, ask me:",{"type":47,"children":92},[93],{"text":94,"type":50,"italic":58},"- Where is the human currently involved?",{"type":47,"children":96},[97],{"text":98,"type":50,"italic":58},"- What specifically are they responsible for?",{"type":47,"children":100},[101],{"text":102,"type":50,"italic":58},"- What would happen if they weren’t there?",{"type":47,"children":104},[105],{"text":54,"type":50,"italic":58},{"type":47,"children":107},[108],{"text":109,"type":50,"italic":58},"Then push me further:",{"type":47,"children":111},[112],{"text":113,"type":50,"italic":58},"- Which parts of this process am I reviewing out of habit rather than necessity?",{"type":47,"children":115},[116],{"text":117,"type":50,"italic":58},"- Where am I over-verifying just to feel safe?",{"type":47,"children":119},[120],{"text":121,"type":50,"italic":58},"- Where could I shift responsibility from reviewing outputs to improving the system instead?",{"type":47,"children":123},[124],{"text":54,"type":50,"italic":58},{"type":47,"children":126},[127],{"text":128,"type":50,"italic":58},"Finally, help me redesign the process:",{"type":47,"children":130},[131],{"text":132,"type":50,"italic":58},"- Where should the human actually sit if the goal is to scale this?",{"type":47,"children":134},[135],{"text":136,"type":50,"italic":58},"- What mistakes am I willing to tolerate?",{"type":47,"children":138},[139],{"text":140,"type":50,"italic":58},"- What would I need to put in place to stand behind the system instead of every individual output?",{"type":47,"children":142},[143],{"text":54,"type":50,"italic":58},{"type":47,"children":145},[146],{"text":147,"type":50,"italic":58},"Challenge my assumptions. Don’t accept vague answers. Force me to be specific.",{"type":47,"children":149},[150],{"text":54,"type":50},{"type":47,"children":152},[153],{"bold":58,"text":154,"type":50},"Pushing Against The Grain",{"type":47,"children":156},[157],{"text":158,"type":50},"Everyone says we'll still need a human in the loop.",{"type":47,"children":160},[161],{"text":162,"type":50},"Safe answer. Responsible answer. Signals you’re not about to let a chatbot run payroll while you book a flight to Cabo.",{"type":47,"children":164},[165],{"text":166,"type":50},"But the real question isn’t whether a human should be in the loop.",{"type":47,"children":168},[169],{"text":170,"type":50},"It’s who decides where they go.",{"type":47,"children":172},[173],{"text":174,"type":50},"And right now… that decision isn’t being made by the people building the systems.",{"type":47,"children":176},[177],{"text":178,"type":50},"It’s being made after something goes wrong.",{"type":47,"children":180},[181],{"text":182,"type":50},"Take driverless cars.",{"type":47,"children":184},[185],{"text":186,"type":50},"The technology is improving. Already safer than human drivers. Millions of miles… most of them uneventful.",{"type":47,"children":188},[189],{"text":190,"type":50},"But that doesn’t matter.",{"type":47,"children":192},[193],{"text":194,"type":50},"Because the standard isn’t being set by the miles that worked.",{"type":47,"children":196},[197],{"text":198,"type":50},"It’s being set by the one that didn’t.",{"type":47,"children":200},[201],{"text":202,"type":50},"One accident becomes a headline. A lawsuit. A referendum on the entire system.",{"type":47,"children":204},[205],{"text":206,"type":50},"So we respond the only way that protects us…",{"type":47,"children":208},[209],{"text":210,"type":50},"Put a human back in the seat. Hands on the wheel. Eyes forward. Ready to take over at any moment.",{"type":47,"children":212},[213],{"text":214,"type":50},"Not because it’s the most efficient design.",{"type":47,"children":216},[217],{"text":218,"type":50},"Because it’s the most defensible one.",{"type":47,"children":220},[221],{"text":222,"type":50},"We’re seeing the same thing play out with Generative AI.",{"type":47,"children":224},[225],{"text":226,"type":50},"An attorney submits a brief citing a fake case. Advisory firms give guidance that doesn’t hold up.",{"type":47,"children":228},[229],{"text":230,"type":50},"And the reaction isn’t…",{"type":47,"children":232},[233],{"text":234,"type":50},"“Where should the human have been in that system?”",{"type":47,"children":236},[237],{"text":238,"type":50},"It’s…\n“Why didn’t you catch this?”",{"type":47,"children":240},[241],{"text":242,"type":50},"No one writes headlines about the advice that didn’t collapse. The returns that didn’t get challenged. The thousands of daily decisions that worked.",{"type":47,"children":244},[245],{"text":246,"type":50},"Different question. Different standard.",{"type":47,"children":248},[249],{"text":250,"type":50},"We're not asking whether the system was designed responsibly.",{"type":47,"children":252},[253],{"text":254,"type":50},"We're enforcing an expectation that every output should have been verified anyway.",{"type":47,"children":256},[257],{"text":258,"type":50},"100% review… after the fact.",{"type":47,"children":260},[261],{"text":262,"type":50},"We didn’t reject AI.",{"type":47,"children":264},[265],{"text":266,"type":50},"We rejected system-level accountability.",{"type":47,"children":268},[269],{"text":270,"type":50},"We pushed responsibility all the way back down to the output.",{"type":47,"children":272},[273],{"text":274,"type":50},"Check everything. 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What am I actually trying to decide, write, solve, or understand?",{"type":1643,"children":1652},[1653],{"text":1654,"type":50,"italic":58},"List the most important context, assumptions, constraints, preferences, and background details that another AI would need in order to respond well.",{"type":1643,"children":1656},[1657],{"text":1658,"type":50,"italic":58},"Separate that context into two categories:\nEssential context: things the new AI probably needs, and\nHelpful context: things that may improve the response but are not critical.",{"type":1643,"children":1660},[1661],{"text":1662,"type":50,"italic":58},"Identify any terms, references, shorthand, examples, or inside assumptions that make sense in this thread but might confuse another AI without explanation.",{"type":1643,"children":1664},[1665],{"text":1666,"type":50,"italic":58},"Pull out my preferences about tone, format, audience, style, or decision-making approach if they appear in the thread.",{"type":1643,"children":1668},[1669],{"text":1670,"type":50,"italic":58},"Point out what this conversation may still be missing. 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