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Khan coached me to make value-based decisions. Richard Shell helped me avoid hungry ghosts and explore six lives. I saw the second mountain thanks to Shiv Singh. Stacey Milne and Marty Speight taught me how to design a life. Ted Bills was a fantastic networking partner. My Wharton Executive Education AMP88 team of Phumela Xanywa, Nasser Al Ghurair, Guillermo Sanz, Guilherme Sousa, and Kengo Toyoda provided candid observations and helpful advice. And as always, my partner Barbara Kim had our best interests in mind.\n\nThe article below describes some of the journey; many thanks to David Buie-Moltz for sharing my story. Along the way, I discovered that many friends, classmates, and former colleagues are in similar situations. You never have to walk alone -- just reach out and people will be willing to engage.\n\nAt any stage of your career, there are five questions I'd recommend reflecting on (inspired by mentors Marco P. Nijhof and Laurent Vinay and coach Sam Purvis):\n\n 1️⃣ Am I making an impact? Does what I do matter? For whom?\n 2️⃣ Why do I do what I do? What goals and assumptions am I holding? What do I want?\n 3️⃣ What motivates me? How are the intrinsic and extrinsic balanced? What is my purpose?\n 4️⃣ Where do I want to be? Geography, industry, seniority?\n 5️⃣ What should I be doing? If not now, what gets me there? How soon is now?\n\nhttps://lnkd.in/grWyhhmU","url":"https://www.linkedin.com/posts/peterkim_what-comes-after-the-corner-office-darden-activity-7505985457172692992-vBRW"},{"@context":"https://schema.org","@type":"DiscussionForumPosting","author":{"@type":"Person","name":"Peter Kim","url":"https://www.linkedin.com/in/peterkim"},"datePublished":"2026-09-08T14:52:24.411Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"http://schema.org/LikeAction","userInteractionCount":70},"mainEntityOfPage":"https://www.linkedin.com/posts/peterkim_ive-joined-mikes-cmo-focused-research-team-activity-7503102951003955201-2W3O","text":"I've joined Mike's CMO-focused research team at Forrester, covering the evolution of AI in marketing organisations. For more detail, watch the video below. You can also find me here: https://lnkd.in/endrvj-y","url":"https://www.linkedin.com/posts/peterkim_ive-joined-mikes-cmo-focused-research-team-activity-7503102951003955201-2W3O"},{"@context":"https://schema.org","@type":"DiscussionForumPosting","author":{"@type":"Person","name":"Peter Kim","url":"https://www.linkedin.com/in/peterkim"},"datePublished":"2026-08-18T12:18:01.014Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"http://schema.org/LikeAction","userInteractionCount":17},"mainEntityOfPage":"https://www.linkedin.com/posts/peterkim_my-friend-kate-niederhoffer-taught-me-the-activity-7495453952482922497-3D0N","text":"My friend Kate Niederhoffer taught me the meaning of \"just noticeable difference\" (JND): the smallest possible difference between two stimuli detectable at least half of the time.\n\nAI models are constantly evolving. Frontier models have cyberhacking autonomous agents and are solving intractable math problems. However, most of us are using AI for more mundane tasks like editing email drafts, researching holiday destinations, or researching travel options.\n\nIn March 2026, I asked Gemini, Claude, ChatGPT, and Copilot to do something I thought AI would be better at than humans: analyse a data set (TfL's Elizabeth Line timetable) and return a specific answer: \n\"provide a summary of all trains that depart from Tottenham Court Road and arrive at Heathrow Terminal 3 by 8 am on weekdays.\" \nAll four got it wrong -- the first three answers were 05:48 am - 06:30 am, 05:53 am  - 06:37 am, and 06:08 am - 06:52 am.\n\nThis failure illustrated an AI weakness in interpreting spatial layouts, applying time reasoning, and lacking additional context that most humans take for granted (e.g. each column represents an individual train).\n\nThe sentence above is past tense, because in August 2026 I used the same prompt in the same model and received the correct answer: 05:48-06:22, 05:58-06:30, 06:03-06:37.\n\nThe JND is difficult to notice unless you track changes over time. For a more extensive illustration of this, check out Ethan Mollick's Harbor Town AI.1️⃣\n\nAs we reach the end of summer holidays and start on 2027 budgets, this matters. Marketers who plan AI investments using the same approach as any other year will be living in a world of regret. Planning based on today's AI capabilities risks missing out tomorrow's emergent opportunities.\n\nSuccess requires a joined-up approach from the CMO, CIO, and CFO around business applications, technology openness, and budget flexibility. CEOs must resist reductive thinking, as difficult as it is to promise a number and build board confidence without knowing exactly how you'll deliver.\n\nNote the big headlines, but pay close attention to the small differences in your daily AI usage. It might be worth repeating yourself, just to see what's changed. The more difficult change will be in how your organisation thinks and operates.\n\n1️⃣ https://lnkd.in/eZtJ3csY","url":"https://www.linkedin.com/posts/peterkim_my-friend-kate-niederhoffer-taught-me-the-activity-7495453952482922497-3D0N"},{"@context":"https://schema.org","@type":"DiscussionForumPosting","author":{"@type":"Person","name":"Peter Kim","url":"https://www.linkedin.com/in/peterkim"},"datePublished":"2026-08-10T12:12:54.432Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"http://schema.org/LikeAction","userInteractionCount":21},"mainEntityOfPage":"https://www.linkedin.com/posts/peterkim_whos-afraid-of-ai-probably-more-people-activity-7492553563538300928-_FGA","text":"Who's afraid of AI?\n\nProbably more people than you think. \nMaybe even you, just a little bit?\n\nThousands of layoffs have been announced in 20261️⃣ and every month AI is mentioned as a reason. Job security? Some roles are more \"AI-resistant\" than others, but none are 100% immune.2️⃣\n\nI was speaking to a company president recently. Their highest-ranking marketer had recently separated because they were \"afraid of AI.\" This company had plenty of opportunity and needed a leader who could guide the way. They didn't need a forward-deployed engineer; they needed a business leader who understood their gap and potential for growth.\n\nBeing a leader requires more than knowing how to prompt efficiently or how to identify AI slop. You must help your people manage change -- even if their roles might have an expiration date. The good news is that you've probably seen this friction before with any tech-driven change.\n\nIt was OK to miss out on the metaverse. And I hope you didn't invest heavily into NFTs. But AI isn't going away -- and there's no reason to be afraid, as long as you keep learning (because opportunities are constantly evolving) and managing change for yourself and your team.\n\n1️⃣ https://lnkd.in/gcsqJwek\n2️⃣ https://lnkd.in/gw6fyp99","url":"https://www.linkedin.com/posts/peterkim_whos-afraid-of-ai-probably-more-people-activity-7492553563538300928-_FGA"},{"@context":"https://schema.org","@type":"DiscussionForumPosting","author":{"@type":"Person","name":"Peter Kim","url":"https://www.linkedin.com/in/peterkim"},"datePublished":"2026-07-02T13:07:01.053Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"http://schema.org/LikeAction","userInteractionCount":32},"mainEntityOfPage":"https://www.linkedin.com/posts/peterkim_ive-been-having-a-lot-of-conversations-about-activity-7478434054095204352-07YD","text":"I've been having a lot of conversations about implementing AI in marketing organizations and change management. \"What happens when we change people, process and technology?\"\n\nLeaders are asking this question about their teams but not often reflecting enough on themselves. AI changes how marketing work gets done; so what does it mean to be a marketer? McKinsey data shows that although 86% of marketers are excited about the possibilities AI creates, 57% feel anxious about what AI means for their roles.\n\nWharton professor Stefano Puntoni has researched this topic extensively and says: \"We often believe cognitive tasks to be quite central to the sense of self...by [technology] taking on these tasks that are quite self-defining, it raises questions about who am I if I’m no longer the person who does this?\"\n\nSitting in meetings, sending emails, or approving expense reports certainly doesn't make you a marketer. But what does? And what does that mean for you and your marketing career?\n\nTo read more from\n- Puntoni: https://lnkd.in/gY5V9gjJ\n- McKinsey: https://lnkd.in/gukfEBxe","url":"https://www.linkedin.com/posts/peterkim_ive-been-having-a-lot-of-conversations-about-activity-7478434054095204352-07YD"},{"@context":"https://schema.org","@type":"DiscussionForumPosting","author":{"@type":"Person","name":"Peter Kim","url":"https://www.linkedin.com/in/peterkim"},"datePublished":"2026-03-18T15:18:01.028Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"http://schema.org/LikeAction","userInteractionCount":29},"mainEntityOfPage":"https://www.linkedin.com/posts/peterkim_amp88-whartonamp-lifelonglearning-activity-7440053907432787968-0aoh","text":"Communities need to be convened; they also need to be adjourned. My 88th and final #AMP88 recap post, to honour our cohort:\n\nAdam setting the pace 🏃 ☕ \nDr. Ahmad appreciate your company\nAhmad for the [not so] slow runs\nAlan there is a sauna 🧖 \nAlfred Kili 2026?\nAmita lifelong learning\nAna thanks for the mints!\nAnton we all know it wasn’t really you\nBader 🚣🚣🚣🚣🚣🚣🚣🚣 \nBhavani contributing inside and outside of the classroom\nBrian I hope 🇰🇷 really has changed\nCarlene sharing your story of compassion and courage\nChristopher there are three parts to an 🥚  \nCris Cameo was 🥈 but you won the prize!\nDan I'm negotiating hard on my next dealer service appointment\nDaniel balancing AMP with work and life\nElie holding down the back row\nFlavio for your insights on teamwork\nGuilherme appreciate your creativity and practicality\nGuillermo showing me the most respectful way forward\nHemant thanks for the radical candor and 🌯 \nHend quiet luxury speaks volumes\nJason for organising and galvanising us\nKengo always solid with the financials and…GO!\nKensuke for sharing about Fujitsu\nKIHUN I am older and paying next time\nLinus taking us to Ithaca and 🇯🇵 \nMaria I hope we never meet in a dark alley\nMasaru born into kindness!\nMaykon for showing how to connect\nMiro you taught us how to have a difficult conversation\nMohamed always the most honest\nMohammad thank you for Fridays\nMuthu sharing ☕☕☕ and golden 🪟🪟🪟 \nNadav for the talk over cheesesteaks\nNandini the 5th floor study room!\nNasser amazing 🍣 …and GET OUT OF THE CAR\nNatalia we all need good coffee\nÓscar always helping classmates\nPayam the first cover story will actually be you \nPhilip for bringing your lived perspective\nPhumela keep shining and leading by example ☀️ \nRenato explaining why leaders climb to the top 🏔️ \nReshma Bryan & Ryan Adams have the same birthday?\nAlfred inspiring and showing up early for that treadmill\nRichard thanks for the interview tips\nSaood 🚘🚘🚘🚘🚘🚘🚘🚘 \nShaikha no 👻 all 😁 \nStephan sharing the mulligan\nTunde happy to share our learning team room!\nVeronica good luck with the ME\nVictor thanks for your quiet confidence\nVictor thanks for sharing Celeste and Silksong\n\n#WhartonAMP #lifelonglearning\n\nhttps://lnkd.in/eUhZbEKD","url":"https://www.linkedin.com/posts/peterkim_amp88-whartonamp-lifelonglearning-activity-7440053907432787968-0aoh"},{"@context":"https://schema.org","@type":"DiscussionForumPosting","author":{"@type":"Person","name":"Peter Kim","url":"https://www.linkedin.com/in/peterkim"},"datePublished":"2026-03-17T15:17:01.097Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"http://schema.org/LikeAction","userInteractionCount":11},"mainEntityOfPage":"https://www.linkedin.com/posts/peterkim_lateralthinking-whartonamp-amp88-activity-7439691268189855745-54Q2","text":"TIME\n\n⏳ Companies are good at measuring cost but bad at measuring time\n\n⏳ Once you spend time you never get it back https://lnkd.in/eC73DDb8\n\n⏳ Learn how to manufacture time https://lnkd.in/eiJ3hTJk\n\n⏳ Sometimes you need to slow down in order to go fast\n\n⏳ Research shows that what matters most to people in life is spending time with people they love, who love them https://lnkd.in/eKdhpgSi\n\n#lateralthinking #WhartonAMP #AMP88","url":"https://www.linkedin.com/posts/peterkim_lateralthinking-whartonamp-amp88-activity-7439691268189855745-54Q2"},{"@type":"WebPage","reviewedBy":{"@type":"Person","name":"Peter Kim"},"url":"https://www.linkedin.com/in/peterkim"},{"@context":"http://schema.org","@type":"Person","address":{"@type":"PostalAddress","addressCountry":"US","addressLocality":"Boston, Massachusetts, United States"},"alumniOf":[{"@type":"Organization","location":"Greater London, England, United Kingdom","member":{"@type":"OrganizationRole"}},{"@type":"Organization","location":"Greater London, England, United Kingdom","member":{"@type":"OrganizationRole"}},{"@type":"Organization","location":"Greater London, England, United 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      <icon class="nav-logo--inbug flex text-color-brand
          papabear:hidden mamabear:hidden" data-svg-class-name="h-[34px] w-[34px] babybear:h-[26px] babybear:w-[26px]" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4zqr0f9jf98vi2nkijyc3bex2"></icon>
      <icon class="block text-color-brand w-[102px] h-[26px] babybear:hidden" data-test-id="nav-logo" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8fkga714vy9b2wk5auqo5reeb"></icon>
  
          
      </a>

<!---->
        
    
    
    
    
    
    
    
    
    <ul class="top-nav-menu flex items-center babybear:w-full babybear:justify-between babybear:pt-1 justify-start w-max pt-0 overflow-x-auto
        after:papamamabear:up-down-divider after:papamamabear:!h-[37px]
         nav__menu babybear:order-last order-3 ml-auto">
        <li class>
          
    <a href="https://www.linkedin.com/top-content?trk=public_profile_guest_nav_menu_topContent" data-tracking-control-name="public_profile_guest_nav_menu_topContent" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline
        min-w-8
        flex-col mx-1 babybear:mx-0
        text-color-text-secondary visited:text-color-text-secondary">
      <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5ofmdgombsj3cqmfn03qb7h60">
      </icon>
      <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center
          font-regular whitespace-nowrap">
        Top Content
      </span>
    </a>
  
        </li>
        <li class>
          
    <a href="https://www.linkedin.com/pub/dir/+/+?trk=public_profile_guest_nav_menu_people" data-tracking-control-name="public_profile_guest_nav_menu_people" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline
        min-w-8
        flex-col mx-1 babybear:mx-0
        top-nav-link--selected text-color-text visited:text-color-text border-solid border-b-2 border-color-text" aria-current="page">
      <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/7kb6sn3tm4cx918cx9a5jlb0">
      </icon>
      <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center
          font-regular whitespace-nowrap">
        People
      </span>
    </a>
  
        </li>
        <li class>
          
    <a href="https://www.linkedin.com/learning/search?trk=public_profile_guest_nav_menu_learning" data-tracking-control-name="public_profile_guest_nav_menu_learning" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline
        min-w-8
        flex-col mx-1 babybear:mx-0
        text-color-text-secondary visited:text-color-text-secondary">
      <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8wykgzgbqy0t3fnkgborvz54u">
      </icon>
      <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center
          font-regular whitespace-nowrap">
        Learning
      </span>
    </a>
  
        </li>
        <li class>
          
    <a href="https://www.linkedin.com/jobs?trk=public_profile_guest_nav_menu_jobs" data-tracking-control-name="public_profile_guest_nav_menu_jobs" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline
        min-w-8
        flex-col mx-1 babybear:mx-0
        text-color-text-secondary visited:text-color-text-secondary">
      <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/92eb1xekc34eklevj0io6x4ki">
      </icon>
      <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center
          font-regular whitespace-nowrap">
        Jobs
      </span>
    </a>
  
        </li>
        <li class>
          
    <a href="https://www.linkedin.com/games?trk=public_profile_guest_nav_menu_games" data-tracking-control-name="public_profile_guest_nav_menu_games" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline
        min-w-8
        flex-col mx-1 babybear:mx-0
        text-color-text-secondary visited:text-color-text-secondary">
      <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/29h8hsjuomfp50lam5ipnc3uh">
      </icon>
      <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center
          font-regular whitespace-nowrap">
        Games
      </span>
    </a>
  
        </li>
    </ul>
  

      <div class="nav__cta-container order-3 flex gap-x-1 justify-end min-w-[100px] flex-nowrap flex-shrink-0 babybear:flex-wrap flex-2
           babymamabear:min-w-[50px] ">
          
  
  

      
      <a class="nav__button-secondary btn-secondary-emphasis ml-3 btn-md" href="https://www.linkedin.com/login?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fin%2Fpeterkim&amp;fromSignIn=true&amp;trk=public_profile_nav-header-signin" data-tracking-control-name="public_profile_nav-header-signin" data-tracking-will-navigate data-tracking-client-ingraph>
          Sign in
      </a>


          
    
    <a class="nav__button-tertiary btn-primary btn-md" href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=peterkim&amp;session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fpeterkim&amp;trk=public_profile_nav-header-join" data-tracking-control-name="public_profile_nav-header-join" data-test-live-nav-primary-cta data-tracking-will-navigate data-tracking-client-ingraph>
      Join now
<!---->    </a>


<!---->
<!---->
          <a aria-label="Sign in" class="nav__link-person papabear:hidden mamabear:hidden" data-tracking-control-name="public_profile_nav-header-signin" data-tracking-will-navigate href="https://www.linkedin.com/login?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fin%2Fpeterkim&amp;fromSignIn=true&amp;trk=public_profile_nav-header-signin">
            
      <div role="img" aria-label class="inline-block relative hue-web-entity__image bg-cover bg-center
          rounded-[50%]
          w-4 h-4
          bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-delayed-background data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2"></div>
  
          </a>
      </div>

<!---->
<!---->    </nav>
  
      
    </header>

    
<!---->      

<!---->
    <main class="main papabear:flex papabear:mx-auto papabear:pt-desktop-content-top-margin mamabear:pt-desktop-content-top-margin
        " id="main-content" role="main">
      <section class="core-rail mx-auto papabear:w-core-rail-width mamabear:max-w-[790px] babybear:max-w-[790px]">
        
        
      

        <div class="details mx-details-container-padding">
          
        
            
    
    
    
    
    <section class="profile">
      
    
    
    
    
    
    
    
    
    
    
    
    
    
    

    
    <section class="top-card-layout container-lined overflow-hidden babybear:rounded-[0px]">
        
    <figure class="cover-img min-h-[87px] papbear:min-h-[100px] rounded-t-[2px] babybear:rounded-[0px] -z-1">
<!---->      <div class="cover-img__image-frame relative w-full overflow-hidden pb-[calc((134/782)*100%)]">
        <div class="cover-img__image-position absolute top-0 right-0 bottom-0 left-0
            ">
            <img class="cover-img__image relative w-full h-full object-cover" src="https://media.licdn.com/dms/image/v2/D4E16AQG9U8ErwuTawA/profile-displaybackgroundimage-shrink_200_800/B4EZ2UPFbiJwAU-/0/1776308481557?e=2147483647&amp;v=beta&amp;t=H6zX980NJbPn2v3LrL-OgAoCVxshOLpd03veEypS_54" fetchpriority="auto" data-embed-id="cover-image" alt>
        </div>
      </div>
<!---->    </figure>
  

      <div class="top-card-layout__card relative p-2 papabear:p-details-container-padding">
            
        <div class="top-card__profile-image-container top-card__profile-image-container--cvw-fix flex
            top-card-layout__entity-image-container flex" data-section="picture">
            
      <img class="inline-block relative hue-web-entity__image
          rounded-[50%]
          w-16 h-16
           top-card-layout__entity-image top-card__profile-image top-card__profile-image--real-image onload
                top-card-layout__entity-image shadow-color-shadow shadow-[0_4px_12px] border-2 border-solid border-color-surface mt-[-70px] mb-[14px] papabear:border-4 papabear:mt-[-100px] papabear:mb-[18px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQEzqBXQ3C37Dw/profile-displayphoto-scale_200_200/B56aCv32_eHEAc-/0/1789657052351?e=2147483647&amp;v=beta&amp;t=hTvpCHCERah0QIxPjPFCMeq8vXyNk5EpBhWYdts47k0" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Peter Kim">
      

        </div>
      

          <div class="top-card-layout__entity-info-container flex flex-wrap papabear:flex-nowrap">
            <div class="top-card-layout__entity-info flex-grow flex-shrink-0 basis-0 babybear:flex-none babybear:w-full babybear:flex-none babybear:w-full">
                    <h1 class="top-card-layout__title font-sans text-lg papabear:text-xl font-bold leading-open text-color-text mb-0">
                      Peter Kim
                      
<!----><!---->      
                    </h1>
<!---->
                <h3 class="top-card-layout__first-subline font-sans text-md leading-open text-color-text-low-emphasis">
                  
          
    
    
    
    
    

    <div class="profile-info-subheader">
          <span>Boston, Massachusetts, United States</span>
<!----><!---->
<!---->
      <div class="not-first-middot">
          <span>
            3K followers
          </span>
          <span>
              500+ connections
          </span>
      </div>
    </div>
  
              
                </h3>

                <h4 class="top-card-layout__second-subline font-sans text-sm leading-open text-color-text-low-emphasis mt-0.5">
                  
<!---->          
    
    
    

    <div class="mutual-connections mt-1">
      
      
    

    
      <div class="face-pile flex !no-underline">
        
      <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]">
          
      <div role="img" aria-label class="inline-block relative hue-web-entity__image bg-cover bg-center
          rounded-[50%]
          w-4 h-4
           face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/1oohr7bvai8zhfg0n5i7yga5t" data-delayed-background data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2"></div>
  
          
      <div role="img" aria-label class="inline-block relative hue-web-entity__image bg-cover bg-center
          rounded-[50%]
          w-4 h-4
           face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bjudoo09dcwsxoa869sitp21l" data-delayed-background data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2"></div>
  
          
      <div role="img" aria-label class="inline-block relative hue-web-entity__image bg-cover bg-center
          rounded-[50%]
          w-4 h-4
           face-pile__image border-1 border-solid border-color-transparent -ml-2 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4pffa87inh3xi5owxxpg7ucyk" data-delayed-background data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2"></div>
  
      </div>
        
          
          <button aria-label="See your mutual connections with Peter" class="font-semibold text-color-link cursor-pointer" data-tracking-client-ingraph data-tracking-control-name="public_profile_mutual-connections_modal-trigger" data-modal="public_profile_mutual-connections_contextual-sign-in-modal" data-no-cool-off="true">See your mutual connections</button>
        
        
    
      </div>
  
  
  

        
    
    
    
    
    

    <div class="contextual-sign-in-modal mutual-connections-modal" data-impression-id="public_profile_mutual-connections_contextual-sign-in-modal">
<!---->
        

    
    <div class>
<!---->
      <div id="public_profile_mutual-connections_contextual-sign-in-modal" class="modal modal--contextual-sign-in modal--contextual-sign-in-v2 modal--contextual-sign-in-v2--stacked" data-outlet="public_profile_mutual-connections_contextual-sign-in-modal">
<!---->        <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s]
            py-4
            " aria-hidden="true">
          <section aria-modal="true" role="dialog" aria-labelledby="public_profile_mutual-connections_contextual-sign-in-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0
              
              w-[1128px] mamabear:w-[744px] babybear:w-[360px]
              
              rounded-md">
              
              <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0
                  contextual-sign-in-modal__modal-dismiss absolute right-0 m-[20px] cursor-pointer" aria-label="Dismiss" data-tracking-control-name="public_profile_mutual-connections_contextual-sign-in-modal_modal_dismiss">
                <icon class="contextual-sign-in-modal__modal-dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon>
              </button>
          
            <div class="modal__main w-full">
              
              <div class="flex overflow-hidden contextual-sign-in-modal__layout--stacked">
                <div class="contextual-sign-in-modal__left-content">
                    
                    
      <div role="img" aria-label class="inline-block relative hue-web-entity__image bg-cover bg-center
          rounded-[50%]
          w-8 h-8
           contextual-sign-in-modal__img mx-auto" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQEzqBXQ3C37Dw/profile-displayphoto-scale_200_200/B56aCv32_eHEAc-/0/1789657052351?e=2147483647&amp;v=beta&amp;t=hTvpCHCERah0QIxPjPFCMeq8vXyNk5EpBhWYdts47k0" data-delayed-background data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2"></div>
  
                                    <h2 class="contextual-sign-in-modal__context-screen-title font-sans text-lg text-color-text mt-2 mb-1 text-center" id="public_profile_mutual-connections_contextual-sign-in-modal-modal-header">
                    View mutual connections with Peter
                  </h2>
                    <div class="contextual-sign-in-modal__divider left-right-divider"></div>
                    <p class="contextual-sign-in-modal__subtitle mt-1 mb-2 babybear:mx-0 text-center font-sans text-xs text-color-text-low-emphasis">
                        <icon class="contextual-sign-in-modal__modal-subtitle-icon w-2 h-2 inline-block align-text-top" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/do16f8mbw821k6bba5nx82rlt"></icon>
                      <span>Peter can introduce you to 10+ people at Forrester</span>
                    </p>
                </div>
                <div class="contextual-sign-in-modal__right-content">
                    <div class="contextual-sign-in-modal__google-sign-in-primary w-full">
                      
    

    <div class="google-auth-button">
<!---->      <div class="google-auth-button__placeholder mx-auto
          " data-theme="filled_blue" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google"></div>
<!---->    </div>
  
                    </div>

                  
    
    
    
    
    
    
    
    
    
    

    <code id="i18n_sign_in_form_show_text" style="display: none"><!--"Show"--></code>
    <code id="i18n_sign_in_form_show_label" style="display: none"><!--"Show your LinkedIn password"--></code>
    <code id="i18n_sign_in_form_hide_text" style="display: none"><!--"Hide"--></code>
    <code id="i18n_sign_in_form_hide_label" style="display: none"><!--"Hide your LinkedIn password"--></code>

    
    <code id="i18n_username_error_empty" style="display: none"><!--"Please enter an email address or phone number"--></code>
    
    <code id="i18n_username_error_too_long" style="display: none"><!--"Email or phone number must be between 3 to 128 characters"--></code>
    <code id="i18n_username_error_too_short" style="display: none"><!--"Email or phone number must be between 3 to 128 characters"--></code>

    
    <code id="i18n_password_error_empty" style="display: none"><!--"Please enter a password"--></code>
    
    <code id="i18n_password_error_too_short" style="display: none"><!--"The password you provided must have at least 6 characters"--></code>
    
    <code id="i18n_password_error_too_long" style="display: none"><!--"The password you provided must have at most 400 characters"--></code>

<!---->    <form data-id="sign-in-form" action="https://www.linkedin.com/uas/login-submit" method="post" novalidate class="contextual-sign-in-modal__sign-in-form mb-1 hidden">
      <input name="loginCsrfParam" value="d95b2586-f27f-4013-8285-83b9726cd9e3" type="hidden">

      <div class="flex flex-col">
        
    <div class="mt-1.5" data-js-module-id="guest-input">
      <div class="flex flex-col">
        <label class="input-label mb-1" for="csm-v2_session_key">
          Email or phone
        </label>
        <div class="text-input flex">
          <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="username" id="csm-v2_session_key" name="session_key" required data-tracking-control-name="csm-v2_sign-in-session-key" data-tracking-client-ingraph type="text">
          
        </div>
      </div>

      <p class="input-helper mt-1.5" for="csm-v2_session_key" role="alert" data-js-module-id="guest-input__message"></p>
    </div>
  

        
    <div class="mt-1.5" data-js-module-id="guest-input">
      <div class="flex flex-col">
        <label class="input-label mb-1" for="csm-v2_session_password">
          Password
        </label>
        <div class="text-input flex">
          <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="current-password" id="csm-v2_session_password" name="session_password" required data-tracking-control-name="csm-v2_sign-in-password" data-tracking-client-ingraph type="password">
          
            <button aria-live="assertive" aria-relevant="text" data-id="sign-in-form__password-visibility-toggle" class="font-sans text-md font-bold text-color-action z-10 ml-[12px] hover:cursor-pointer" aria-label="Show your LinkedIn password" data-tracking-control-name="csm-v2_sign-in-password-visibility-toggle-btn" type="button">Show</button>
          
        </div>
      </div>

      <p class="input-helper mt-1.5" for="csm-v2_session_password" role="alert" data-js-module-id="guest-input__message"></p>
    </div>
  

        <input name="session_redirect" value="https://www.linkedin.com/in/peterkim" type="hidden">

<!---->      </div>

      <div data-id="sign-in-form__footer" class="flex justify-between
          sign-in-form__footer--full-width">
        <a data-id="sign-in-form__forgot-password" class="font-sans text-md font-bold link leading-regular
            sign-in-form__forgot-password--full-width" href="https://www.linkedin.com/uas/request-password-reset?trk=csm-v2_forgot_password" data-tracking-control-name="csm-v2_forgot_password" data-tracking-will-navigate>Forgot password?</a>

<!---->
        <input name="trk" value="csm-v2_sign-in-submit" type="hidden">
        <button class="btn-md btn-primary flex-shrink-0 cursor-pointer
            sign-in-form__submit-btn--full-width" data-id="sign-in-form__submit-btn" data-tracking-control-name="csm-v2_sign-in-submit-btn" data-tracking-client-ingraph data-tracking-litms type="submit">
          Sign in
        </button>
      </div>
<!---->    </form>
<!----><!---->  

                  <button class="contextual-sign-in-modal__sign-in-with-email-cta my-2 btn-sm btn-secondary min-h-[40px] w-full flex align-center justify-center" data-tracking-control-name="sign-in-with-email-cta">
                    <icon class="inline-block align-middle h-[24px] w-[24px] mr-0.5" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9w7euj0n5gnk6np2akf853sm3"></icon>
                    <span class="self-center">Sign in with Email</span>
                  </button>

                  <div class="contextual-sign-in-modal__divider left-right-divider">
                    <p class="contextual-sign-in-modal__divider-text font-sans text-sm text-color-text px-2">
                      or
                    </p>
                  </div>

                    <div class="contextual-sign-in-modal__google-sign-in-secondary contextual-sign-in-modal__google-sign-in-secondary--hidden">
                      
    

    <div class="google-auth-button">
<!---->      <div class="google-auth-button__placeholder mx-auto
          google-auth-button__placeholder--black-border" data-theme="outline" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google"></div>
<!---->    </div>
  
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          When’s the last time you paused to think through your career: where you’ve been, where you are, and where you’re going?…
      
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      <div class="flex items-center font-normal text-color-text-low-emphasis !no-underline visited:text-color-text-low-emphasis  my-1" aria-label="50 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="50" data-singular="%numReactions%" data-plural="%numReactions%" data-entity-urn="urn:li:linkedInArticle:7375559718758404096" tabindex="0">
        
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                    50
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                my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="2" data-singular="%numComments% Comment" data-plural="%numComments% Comments" data-entity-urn="urn:li:linkedInArticle:7375559718758404096">
        
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        <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2] outline-offset-[4px]" href="https://www.linkedin.com/pulse/shopping-fundamentally-social-peter-kim" data-tracking-control-name="public_profile_article_view" data-tracking-will-navigate>
          
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          <span class="body-text text-color-text-low-emphasis base-main-card__metadata-item babybear:text-xs">Feb 7, 2021</span>
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        Shopping is fundamentally social
      
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          If there’s one lesson the world can agree on from the coronavirus pandemic, it’s that humans need face-to-face contact.…
      
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      <div class="flex items-center font-normal text-color-text-low-emphasis !no-underline visited:text-color-text-low-emphasis  my-1" aria-label="38 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="38" data-singular="%numReactions%" data-plural="%numReactions%" data-entity-urn="urn:li:linkedInArticle:6764193554320375808" tabindex="0">
        
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                  <code id="social-actions__reaction-image-APPRECIATION" style="display: none"><!--"https://static.licdn.com/aero-v1/sc/h/cyfai5zw4nrqhyyhl0p7so58v"--></code>
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      <div class="flex items-center font-normal text-color-text-low-emphasis !no-underline visited:text-color-text-low-emphasis
                before:middot
                my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="1" data-singular="%numComments% Comment" data-plural="%numComments% Comments" data-entity-urn="urn:li:linkedInArticle:6764193554320375808">
        
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        Digital Transformation: easy to say, hard to do
      
      
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          <span class="body-text text-color-text-low-emphasis base-main-card__metadata-item babybear:text-xs">Jan 17, 2019</span>
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        Digital Transformation: easy to say, hard to do
      
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          DIGITAL: WHERE WE’VE BEEN Ten years ago, I wrote the post coining the term “social business” to describe a growth…
      
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People love memes because they’re grounded in a recognizable truth. Cats are characters, especially the orange ones. Boyfriends get distracted. When life gets overwhelming, it’s easier to drink coffee and think “this is fine.”

Likewise, meme stocks are grounded in a nugget of truth. The original <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/company/gamestop?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>GameStop</a> thesis was undervalued market pricing. However, the core problem with meme stocks: Their prices and investor expectations separate from reasonable reality.

For the past few years, allocating marketing budget to AI initiatives could feel a bit like investing in meme stocks. The nugget of truth: AI can make marketing better. The problem: The thesis driving investments hasn't always been solid.

My first Forrester report is out now, "How To Budget For AI In Marketing." It includes a recommendation for marketers: stop random acts of AI investing.

More detail: <a class="link activity-attributed-text z-[9999] relative" href="https://lnkd.in/gtCRbPh7?trk=public_profile__posts-text" target="_self" rel="nofollow" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>https://lnkd.in/gtCRbPh7</a>
The full report (behind paywall): <a class="link activity-attributed-text z-[9999] relative" href="https://lnkd.in/gSXFWusR?trk=public_profile__posts-text" target="_self" rel="nofollow" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>https://lnkd.in/gSXFWusR</a>      
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"Operating system." 
"Operating model." 
"Operating formula." 

I've been hearing these terms a lot lately; <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/emily-m-collins?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Emily Collins</a> explains why.      
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Over the past few weeks, I've had conversations with analysts about agencies building operating systems, technology vendors applying the label to their latest AI-powered platform releases, and marketers rethinking their operating models to take advantage of AI.

Everyone is converging on the same label to address marketing's real and growing need for orchestration.

That observation inspired my latest blog, where I explore why "operating system" has become one of the industry's favorite new terms, what agencies and technology vendors really mean when they use it, and why technology alone won't deliver on the promise.

In the coming months, this is a theme several of my colleagues -- <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/peterkim?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Peter Kim</a>, <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/joestanhope?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Joseph Stanhope</a>, <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/jessicaliu24?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Jessica Liu</a>, <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/jaypattisall?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Jay Pattisall</a>, and <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/chuckgahun?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Chuck Gahun</a> -- will be exploring in research about the future of marketing technology and service partnerships and modernizing marketing organizations and operations.

Read the blog post here: <a class="link activity-attributed-text z-[9999] relative" href="https://lnkd.in/e83pcdRQ?trk=public_profile__posts-text" target="_self" rel="nofollow" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>https://lnkd.in/e83pcdRQ</a>

<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmarketing&amp;trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>#marketing</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fagenticai&amp;trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>#agenticAI</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fadvertising&amp;trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>#advertising</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmartech&amp;trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>#martech</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fagencies&amp;trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>#agencies</a>    
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              Everything Is A Marketing Operating System
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                Everything Is A Marketing Operating System
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I'm a few weeks into a new role after a very deliberate and reflective 12-month odyssey.

tl;dr "if you want to go fast, go alone...if you want to go far, go together"

<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/kfaisal?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Faisal N. Khan</a> coached me to make value-based decisions. <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/richard-shell-4baa15203?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Richard Shell</a> helped me avoid hungry ghosts and explore six lives. I saw the second mountain thanks to <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/shivsingh?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Shiv Singh</a>. <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/staceyfellmilne?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Stacey Milne</a> and <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/martysp8?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Marty Speight</a> taught me how to design a life. <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/tbills?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Ted Bills</a> was a fantastic networking partner. My <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/school/wharton-executive-education/?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Wharton Executive Education</a> AMP88 team of <a class="link activity-attributed-text z-[9999] relative" href="https://za.linkedin.com/in/phumela-xanywa?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Phumela Xanywa</a>, Nasser Al Ghurair, <a class="link activity-attributed-text z-[9999] relative" href="https://ar.linkedin.com/in/guillermo-sanz-44463514?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Guillermo Sanz</a>, <a class="link activity-attributed-text z-[9999] relative" href="https://pt.linkedin.com/in/guilherme-sousa-22521325?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Guilherme Sousa</a>, and <a class="link activity-attributed-text z-[9999] relative" href="https://jp.linkedin.com/in/kengo-toyoda-4baa28b5?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Kengo Toyoda</a> provided candid observations and helpful advice. And as always, my partner Barbara Kim had our best interests in mind.

The article below describes some of the journey; many thanks to David Buie-Moltz for sharing my story. Along the way, I discovered that many friends, classmates, and former colleagues are in similar situations. You never have to walk alone -- just reach out and people will be willing to engage.

At any stage of your career, there are five questions I'd recommend reflecting on (inspired by mentors <a class="link activity-attributed-text z-[9999] relative" href="https://nl.linkedin.com/in/marco-p-nijhof-a2b22413?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Marco P. Nijhof</a> and <a class="link activity-attributed-text z-[9999] relative" href="https://fr.linkedin.com/in/laurent-vinay-3a15794?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Laurent Vinay</a> and coach <a class="link activity-attributed-text z-[9999] relative" href="https://uk.linkedin.com/in/sam-purvis-7475554?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Sam Purvis</a>):

 1️⃣ Am I making an impact? Does what I do matter? For whom?
 2️⃣ Why do I do what I do? What goals and assumptions am I holding? What do I want?
 3️⃣ What motivates me? How are the intrinsic and extrinsic balanced? What is my purpose?
 4️⃣ Where do I want to be? Geography, industry, seniority?
 5️⃣ What should I be doing? If not now, what gets me there? How soon is now?

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              What Comes After the Corner Office? – Darden Report Online Darden alumni network
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                What Comes After the Corner Office? – Darden Report Online Darden alumni network
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        Peter Kim
      
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I've joined Mike's CMO-focused research team at <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/company/forrester-research?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Forrester</a>, covering the evolution of AI in marketing organisations. For more detail, watch the video below. You can also find me here: <a class="link activity-attributed-text z-[9999] relative" href="https://lnkd.in/endrvj-y?trk=public_profile__posts-text" target="_self" rel="nofollow" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>https://lnkd.in/endrvj-y</a>      
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"How should I restructure my marketing team?" TBH, I've never loved that question because most of the time, the org chart wasn't the root problem.
AI changes that. In Forrester's Q3 CMO Pulse Survey, 38% of B2C marketing executives said process redesign and workflows are among their most significant AI investment areas. And perfect timing: After 18 years away, we welcome <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/peterkim?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Peter Kim</a> back to Forrester. Honestly, there isn't a better guide to help CMOs design their AI-enabled marketing org. Let's go!

cc: <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/dreamingtree?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Keith Johnston</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/emily-m-collins?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Emily Collins</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/branddipanjan?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Dipanjan Chatterjee</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/jessicalloyd?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Jess Lloyd</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/jaypattisall?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Jay Pattisall</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/katewinick?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Kate Winick</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/eric-j-epstein?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Eric Epstein</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/jensanning?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Jen Sanning</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/tylercastro2020?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Tyler Castro</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/jordanbrodeur?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Jordan Brodeur</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fcmo&amp;trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>#CMO</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmarketingorg&amp;trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>#MarketingOrg</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fb2cmarketing&amp;trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>#B2CMarketing</a>    
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        Peter Kim
      
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My friend <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/kateniederhoffer?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Kate Niederhoffer</a> taught me the meaning of "just noticeable difference" (JND): the smallest possible difference between two stimuli detectable at least half of the time.

AI models are constantly evolving. Frontier models have cyberhacking autonomous agents and are solving intractable math problems. However, most of us are using AI for more mundane tasks like editing email drafts, researching holiday destinations, or researching travel options.

In March 2026, I asked Gemini, Claude, ChatGPT, and Copilot to do something I thought AI would be better at than humans: analyse a data set (TfL's Elizabeth Line timetable) and return a specific answer: 
"provide a summary of all trains that depart from Tottenham Court Road and arrive at Heathrow Terminal 3 by 8 am on weekdays." 
All four got it wrong -- the first three answers were 05:48 am - 06:30 am, 05:53 am  - 06:37 am, and 06:08 am - 06:52 am.

This failure illustrated an AI weakness in interpreting spatial layouts, applying time reasoning, and lacking additional context that most humans take for granted (e.g. each column represents an individual train).

The sentence above is past tense, because in August 2026 I used the same prompt in the same model and received the correct answer: 05:48-06:22, 05:58-06:30, 06:03-06:37.

The JND is difficult to notice unless you track changes over time. For a more extensive illustration of this, check out <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/emollick?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Ethan Mollick</a>'s Harbor Town AI.1️⃣

As we reach the end of summer holidays and start on 2027 budgets, this matters. Marketers who plan AI investments using the same approach as any other year will be living in a world of regret. Planning based on today's AI capabilities risks missing out tomorrow's emergent opportunities.

Success requires a joined-up approach from the CMO, CIO, and CFO around business applications, technology openness, and budget flexibility. CEOs must resist reductive thinking, as difficult as it is to promise a number and build board confidence without knowing exactly how you'll deliver.

Note the big headlines, but pay close attention to the small differences in your daily AI usage. It might be worth repeating yourself, just to see what's changed. The more difficult change will be in how your organisation thinks and operates.

1️⃣ <a class="link activity-attributed-text z-[9999] relative" href="https://lnkd.in/eZtJ3csY?trk=public_profile__posts-text" target="_self" rel="nofollow" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>https://lnkd.in/eZtJ3csY</a>      
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Who's afraid of AI?

Probably more people than you think. 
Maybe even you, just a little bit?

Thousands of layoffs have been announced in 20261️⃣ and every month AI is mentioned as a reason. Job security? Some roles are more "AI-resistant" than others, but none are 100% immune.2️⃣

I was speaking to a company president recently. Their highest-ranking marketer had recently separated because they were "afraid of AI." This company had plenty of opportunity and needed a leader who could guide the way. They didn't need a forward-deployed engineer; they needed a business leader who understood their gap and potential for growth.

Being a leader requires more than knowing how to prompt efficiently or how to identify AI slop. You must help your people manage change -- even if their roles might have an expiration date. The good news is that you've probably seen this friction before with any tech-driven change.

It was OK to miss out on the metaverse. And I hope you didn't invest heavily into NFTs. But AI isn't going away -- and there's no reason to be afraid, as long as you keep learning (because opportunities are constantly evolving) and managing change for yourself and your team.

1️⃣ <a class="link activity-attributed-text z-[9999] relative" href="https://lnkd.in/gcsqJwek?trk=public_profile__posts-text" target="_self" rel="nofollow" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>https://lnkd.in/gcsqJwek</a>
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I've been having a lot of conversations about implementing AI in marketing organizations and change management. "What happens when we change people, process and technology?"

Leaders are asking this question about their teams but not often reflecting enough on themselves. AI changes how marketing work gets done; so what does it mean to be a marketer? McKinsey data shows that although 86% of marketers are excited about the possibilities AI creates, 57% feel anxious about what AI means for their roles.

Wharton professor <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/stefanopuntoni?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Stefano Puntoni</a> has researched this topic extensively and says: "We often believe cognitive tasks to be quite central to the sense of self...by [technology] taking on these tasks that are quite self-defining, it raises questions about who am I if I’m no longer the person who does this?"

Sitting in meetings, sending emails, or approving expense reports certainly doesn't make you a marketer. But what does? And what does that mean for you and your marketing career?

To read more from
- Puntoni: <a class="link activity-attributed-text z-[9999] relative" href="https://lnkd.in/gY5V9gjJ?trk=public_profile__posts-text" target="_self" rel="nofollow" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>https://lnkd.in/gY5V9gjJ</a>
- McKinsey: <a class="link activity-attributed-text z-[9999] relative" href="https://lnkd.in/gukfEBxe?trk=public_profile__posts-text" target="_self" rel="nofollow" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>https://lnkd.in/gukfEBxe</a>      
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Communities need to be convened; they also need to be adjourned. My 88th and final <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Famp88&amp;trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>#AMP88</a> recap post, to honour our cohort:

<a class="link activity-attributed-text z-[9999] relative" href="https://au.linkedin.com/in/adamjulian?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Adam</a> setting the pace 🏃 ☕ 
<a class="link activity-attributed-text z-[9999] relative" href="https://sa.linkedin.com/in/dr-ahmad-al-ghamdi-wharton-chief-strategy-officer-amp-mbsc-emba-6b18337?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Dr. Ahmad</a> appreciate your company
Ahmad for the [not so] slow runs
Alan there is a sauna 🧖 
<a class="link activity-attributed-text z-[9999] relative" href="https://za.linkedin.com/in/alfredvisagie?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Alfred</a> Kili 2026?
<a class="link activity-attributed-text z-[9999] relative" href="https://sg.linkedin.com/in/amita-chaudhury-sdg?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Amita</a> lifelong learning
<a class="link activity-attributed-text z-[9999] relative" href="https://br.linkedin.com/in/anapaulavescovi/en?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Ana</a> thanks for the mints!
<a class="link activity-attributed-text z-[9999] relative" href="https://za.linkedin.com/in/anton-thomas-za?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Anton</a> we all know it wasn’t really you
<a class="link activity-attributed-text z-[9999] relative" href="https://ae.linkedin.com/in/baderanwahi?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Bader</a> 🚣🚣🚣🚣🚣🚣🚣🚣 
<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/bhavani-raman-4213467?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Bhavani</a> contributing inside and outside of the classroom
Brian I hope 🇰🇷 really has changed
<a class="link activity-attributed-text z-[9999] relative" href="https://bb.linkedin.com/in/carlene-seudat-7ba5541a4?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Carlene</a> sharing your story of compassion and courage
<a class="link activity-attributed-text z-[9999] relative" href="https://de.linkedin.com/in/christopher-heine-9840498b?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Christopher</a> there are three parts to an 🥚  
<a class="link activity-attributed-text z-[9999] relative" href="https://kr.linkedin.com/in/seungin-cris-baek-b6189a124?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Cris</a> Cameo was 🥈 but you won the prize!
<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/dan-clara-03197925?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Dan</a> I'm negotiating hard on my next dealer service appointment
Daniel balancing AMP with work and life
Elie holding down the back row
<a class="link activity-attributed-text z-[9999] relative" href="https://br.linkedin.com/in/flavio-serebrinic/en?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Flavio</a> for your insights on teamwork
<a class="link activity-attributed-text z-[9999] relative" href="https://pt.linkedin.com/in/guilherme-sousa-22521325?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Guilherme</a> appreciate your creativity and practicality
<a class="link activity-attributed-text z-[9999] relative" href="https://ar.linkedin.com/in/guillermo-sanz-44463514?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Guillermo</a> showing me the most respectful way forward
<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/hemantvirkar?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Hemant</a> thanks for the radical candor and 🌯 
<a class="link activity-attributed-text z-[9999] relative" href="https://ae.linkedin.com/in/hend-al-marri-394b7918?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Hend</a> quiet luxury speaks volumes
<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/elkinjason?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Jason</a> for organising and galvanising us
<a class="link activity-attributed-text z-[9999] relative" href="https://jp.linkedin.com/in/kengo-toyoda-4baa28b5?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Kengo</a> always solid with the financials and…GO!
<a class="link activity-attributed-text z-[9999] relative" href="https://jp.linkedin.com/in/kensuke-chigira-8354781?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Kensuke</a> for sharing about Fujitsu
<a class="link activity-attributed-text z-[9999] relative" href="https://kr.linkedin.com/in/kihun-kwak-349393363?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>KIHUN</a> I am older and paying next time
<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/linusdyg?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Linus</a> taking us to Ithaca and 🇯🇵 
Maria I hope we never meet in a dark alley
<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/masaru-tatei-b113b9332?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Masaru</a> born into kindness!
<a class="link activity-attributed-text z-[9999] relative" href="https://br.linkedin.com/in/maykonfernandes?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Maykon</a> for showing how to connect
Miro you taught us how to have a difficult conversation
<a class="link activity-attributed-text z-[9999] relative" href="https://ae.linkedin.com/in/mohamed-alshared?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Mohamed</a> always the most honest
Mohammad thank you for Fridays
Muthu sharing ☕☕☕ and golden 🪟🪟🪟 
<a class="link activity-attributed-text z-[9999] relative" href="https://il.linkedin.com/in/nadav-lvntr?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Nadav</a> for the talk over cheesesteaks
<a class="link activity-attributed-text z-[9999] relative" href="https://in.linkedin.com/in/nandini-dias-b0b3312?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Nandini</a> the 5th floor study room!
Nasser amazing 🍣 …and GET OUT OF THE CAR
<a class="link activity-attributed-text z-[9999] relative" href="https://co.linkedin.com/in/natalia-serna-grajales-98662b142?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Natalia</a> we all need good coffee
<a class="link activity-attributed-text z-[9999] relative" href="https://pt.linkedin.com/in/%C3%B3scar-costa-372a1767?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Óscar</a> always helping classmates
<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/payammohadjeri?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Payam</a> the first cover story will actually be you 
<a class="link activity-attributed-text z-[9999] relative" href="https://nz.linkedin.com/in/philip-doak-01140231?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Philip</a> for bringing your lived perspective
<a class="link activity-attributed-text z-[9999] relative" href="https://za.linkedin.com/in/phumela-xanywa?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Phumela</a> keep shining and leading by example ☀️ 
<a class="link activity-attributed-text z-[9999] relative" href="https://br.linkedin.com/in/renato-stefanoni?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Renato</a> explaining why leaders climb to the top 🏔️ 
<a class="link activity-attributed-text z-[9999] relative" href="https://za.linkedin.com/in/reshma-rughoonandan-4ab9b222b?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Reshma</a> Bryan &amp; Ryan Adams have the same birthday?
<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/alfred-meeden-134280124?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Alfred</a> inspiring and showing up early for that treadmill
<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/richard-st-amour-464490216?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Richard</a> thanks for the interview tips
Saood 🚘🚘🚘🚘🚘🚘🚘🚘 
Shaikha no 👻 all 😁 
<a class="link activity-attributed-text z-[9999] relative" href="https://za.linkedin.com/in/stephan-potgieter-ceo-betterhome-group-mortgage-origination?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Stephan</a> sharing the mulligan
<a class="link activity-attributed-text z-[9999] relative" href="https://ng.linkedin.com/in/tunde-adeola-7a5169b8?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Tunde</a> happy to share our learning team room!
<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/veronica-olubunmi-folorunso-9081ba27?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Veronica</a> good luck with the ME
<a class="link activity-attributed-text z-[9999] relative" href="https://br.linkedin.com/in/victor-bussad-cfa?trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>Victor</a> thanks for your quiet confidence
Victor thanks for sharing Celeste and Silksong

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That’s a wrap on AMP 88!

From late-night runs and countless Rocky statue photos

Sporting events and world-shaping ideas

Red carpets and bright lights

Fine dining that led to even better friendships

Visits from loved ones - and peers who became family

The coursework and long hours are a given - but it’s the relationships, growth, and lasting leadership lessons that truly define the AMP experience.

AMP 88, we are honored to have been a small part of your journey - and we can’t wait to see where you go next!

<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fwhartonexeced&amp;trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>#WhartonExecEd</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Flifelonglearning&amp;trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>#LifelongLearning</a>    
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  <div class="selected-reaction--APPRECIATION flex flex-row items-center">
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  <a class="social-action-bar__button !rounded-none basis-full max-w-[110px]
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            social-share-button social-action-bar__button
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                                    </li>
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  <div class="profile-activity-card flex flex-col
      h-[560px] mamabear:max-w-[360px] papabear:max-w-[365px]
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        <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2] outline-offset-[4px]" href="https://www.linkedin.com/in/peterkim" data-tracking-control-name="publisher-author-card" data-tracking-will-navigate>
          
          <span class="sr-only">
              
          
        Peter Kim
      
      
          </span>
        </a>

      
          
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          rounded-[50%]
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        <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full
            ">
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        Peter Kim
      
          </h3>
          

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      7mo
  
              
      
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        <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-[9999] bottom-auto top-[100%]" role="menu" tabindex="-1">
          
              

                <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex" role="presentation">
                  

    
    

    

    

    <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fpeterkim_lateralthinking-whartonamp-amp88-activity-7439691268189855745-54Q2&amp;trk=public_profile__posts_ellipsis-menu-semaphore-sign-in-redirect&amp;guestReportContentType=POST&amp;_f=guest-reporting" data-tracking-control-name="public_profile__posts_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7439691268189855745" data-semaphore-tracking-prefix="public_profile__posts_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]" role="menuitem">
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          <span class="sr-only">
              Peter Kim shared this
          </span>
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        <div data-see-more-text="more" data-see-more-link="https://www.linkedin.com/posts/peterkim_lateralthinking-whartonamp-amp88-activity-7439691268189855745-54Q2" class="see-more-text overflow-hidden whitespace-break-spaces
            max-h-[84px]
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TIME

⏳ Companies are good at measuring cost but bad at measuring time

⏳ Once you spend time you never get it back <a class="link activity-attributed-text z-[9999] relative" href="https://lnkd.in/eC73DDb8?trk=public_profile__posts-text" target="_self" rel="nofollow" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>https://lnkd.in/eC73DDb8</a>

⏳ Learn how to manufacture time <a class="link activity-attributed-text z-[9999] relative" href="https://lnkd.in/eiJ3hTJk?trk=public_profile__posts-text" target="_self" rel="nofollow" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>https://lnkd.in/eiJ3hTJk</a>

⏳ Sometimes you need to slow down in order to go fast

⏳ Research shows that what matters most to people in life is spending time with people they love, who love them <a class="link activity-attributed-text z-[9999] relative" href="https://lnkd.in/eKdhpgSi?trk=public_profile__posts-text" target="_self" rel="nofollow" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>https://lnkd.in/eKdhpgSi</a>

<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Flateralthinking&amp;trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>#lateralthinking</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fwhartonamp&amp;trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>#WhartonAMP</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Famp88&amp;trk=public_profile__posts-text" target="_self" data-tracking-control-name="public_profile__posts-text" data-tracking-will-navigate>#AMP88</a>      
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      <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fin%2Fpeterkim%2Frecent-activity%2F&amp;trk=public_profile__posts_social-actions-reactions" target="_self" data-tracking-control-name="public_profile__posts_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis !no-underline visited:text-color-text-low-emphasis  my-1" aria-label="11 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="11" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0">
        
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      1mo
  
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<a class="link activity-attributed-text-comment z-[9999] relative h-fit w-fit" href="https://www.linkedin.com/in/lisabradner?trk=public_profile-text" target="_self" data-tracking-control-name="public_profile-text" data-tracking-will-navigate>Lisa Bradner</a> if I'm country and you're Western, there's a desk waiting with your name on it...          </div>
          
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After 48 years, my professional career has come to an end with retirement. I was fortunate to work at the intersection of technology, communications, and innovation throughout nearly five decades. From radio to wire service journalism, from corporate communications to the digital revolution and social media. I have been blessed to work with exceptional colleagues, remarkable mentors, and inspiring clients and organizations. To everyone who shared in this journey, Thank You. While this chapter has come to a close, the memories, friendships, and lessons will remain with me forever.    
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        Graham Stanford
      
      
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        Graham Stanford
      
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              Peter Kim reacted on this
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After nearly 30 years of corporate experience, I’ve started something new: Sharp Pencil.

Sharp Pencil helps businesses that want to grow through partnerships, loyalty and strategic relationships but don’t have the senior expertise or capacity in-house.

I build and deliver programmes that drive profitable growth, and provide fractional commercial leadership: stepping in to fill a leadership gap, solve a specific challenge or accelerate an opportunity, without the need for a full-time hire.

Partnerships have been at the heart of my career.

At The Bicester Collection, attracting high-spending international and domestic guests. At American Express, acquiring high-value cardholders and building strategic purchasing programmes. At Visa, creating SME marketing programmes. And in sport, designing sponsorship programmes for the Professional Squash Association.

Three things I’ve learned:
• Partnerships work when they’re part of the organisations strategy, not bolted on.
• Fewer, high-quality partners always beat a long list.
• The economics must work from day one.

Sharp Pencil offers fixed-price diagnostics, project-based programme design and fractional leadership.

If your business has an opportunity in partnerships, loyalty or key accounts that isn’t delivering its potential, or you simply need experienced commercial leadership to fill a gap, let’s talk.

I’m offering a free 20-minute introductory call to understand what you’re trying to achieve and whether Sharp Pencil can help. Book a time in the first comment below.

<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fpartnerships&amp;trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>#Partnerships</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Floyalty&amp;trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>#Loyalty</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fcommercialgrowth&amp;trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>#CommercialGrowth</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Ffractionalleadership&amp;trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>#FractionalLeadership</a>    
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Tessa Wullaert was 33 when she made the Ballon d'Or list for the first time. Last night the awards were handed out in London.

Whatever the result, the nomination had already done its work. Since early September her name has reached people who have never watched a Red Flames match.

This morning is the part I find more interesting. The cameras are on the next match already. The attention stays warm for a few days, and then it cools, unless something is built on it.

It works the same way at every level. A cup night on TV, or a first call-up. The night itself is rarely the hard part. The Tuesday after is.    
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Yeah, I love pickleball. And I love predictions. So here we are. In 2027, CMOs start keeping score on AI. And points = funding. Some AI initiatives will get more marketing budget. Others will lose it... as CMOs reckon with an AI reality check. I "serve" up 3 predictions in the video. But all 5 are in our new <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/company/forrester-research?trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>Forrester</a> report, Predictions 2027: B2C Marketing. Game on! <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fpredictions&amp;trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>#predictions</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fcmo&amp;trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>#CMO</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmarketing&amp;trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>#marketing</a>;  h/t <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/jordanbrodeur?trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>Jordan Brodeur</a> 📸, <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/danny-yen?trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>Danny Yen</a> 🏓; cc: <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/dreamingtree?trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>Keith Johnston</a>    
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Over the past few weeks, I've had conversations with analysts about agencies building operating systems, technology vendors applying the label to their latest AI-powered platform releases, and marketers rethinking their operating models to take advantage of AI.

Everyone is converging on the same label to address marketing's real and growing need for orchestration.

That observation inspired my latest blog, where I explore why "operating system" has become one of the industry's favorite new terms, what agencies and technology vendors really mean when they use it, and why technology alone won't deliver on the promise.

In the coming months, this is a theme several of my colleagues -- <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/peterkim?trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>Peter Kim</a>, <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/joestanhope?trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>Joseph Stanhope</a>, <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/jessicaliu24?trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>Jessica Liu</a>, <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/jaypattisall?trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>Jay Pattisall</a>, and <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/in/chuckgahun?trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>Chuck Gahun</a> -- will be exploring in research about the future of marketing technology and service partnerships and modernizing marketing organizations and operations.

Read the blog post here: <a class="link activity-attributed-text z-[9999] relative" href="https://lnkd.in/e83pcdRQ?trk=public_profile__reactions-text" target="_self" rel="nofollow" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>https://lnkd.in/e83pcdRQ</a>

<a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmarketing&amp;trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>#marketing</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fagenticai&amp;trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>#agenticAI</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fadvertising&amp;trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>#advertising</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmartech&amp;trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>#martech</a> <a class="link activity-attributed-text z-[9999] relative" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fagencies&amp;trk=public_profile__reactions-text" target="_self" data-tracking-control-name="public_profile__reactions-text" data-tracking-will-navigate>#agencies</a>    
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              Everything Is A Marketing Operating System
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                Everything Is A Marketing Operating System
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            Cambridge, Massachusetts, United States
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            Greater London, England, United Kingdom
          </p>

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    <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1 experience-item" data-section="pastPositionsDetails">
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        </h3>

            <h4 class="text-color-text text-md [&amp;>*]:mb-0">-</h4>

        

        <div class="text-color-text-low-emphasis text-md [&amp;>*]:mb-0 [&amp;>*]:text-md [&amp;>*]:text-color-text-low-emphasis">
          
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            Greater London, England, United Kingdom
          </p>

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    </li>
  
  
              
    
    
    

    
    

    <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1 experience-item" data-section="pastPositionsDetails">
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      <div class="pl-0.5 grow break-words">
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        </h3>

            <h4 class="text-color-text text-md [&amp;>*]:mb-0">-</h4>

        

        <div class="text-color-text-low-emphasis text-md [&amp;>*]:mb-0 [&amp;>*]:text-md [&amp;>*]:text-color-text-low-emphasis">
          
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          <p class="experience-item__meta-item">
            Greater London, England, United Kingdom
          </p>

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    </li>
  
  
              
    
    
    

    
    

    <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1 experience-item" data-section="pastPositionsDetails">
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      <div role="img" aria-label class="inline-block relative hue-web-entity__image bg-cover bg-center
          
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           shrink-0 mr-0.5 border-4 border-color-transparent border-solid box-content rounded-[6px] profile-section-card__image" data-delayed-url="https://media.licdn.com/dms/image/v2/D560BAQEFrm6_tvN63w/company-logo_100_100/company-logo_100_100/0/1696454212449?e=2147483647&amp;v=beta&amp;t=PefyqnretNlymSm1iJwXt3kh5uj-oAJg1vhDHwdw75c" data-delayed-background data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f"></div>
  

      <div class="pl-0.5 grow break-words">
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        <span class="experience-item__title">
          
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        </h3>

            <h4 class="text-color-text text-md [&amp;>*]:mb-0">-</h4>

        

        <div class="text-color-text-low-emphasis text-md [&amp;>*]:mb-0 [&amp;>*]:text-md [&amp;>*]:text-color-text-low-emphasis">
          
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          <p class="experience-item__meta-item">
            Seoul, South Korea
          </p>

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    </li>
  
  
              
    
    
    

    
    

    <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1 experience-item" data-section="pastPositionsDetails">
<!---->            
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          w-6 h-6
           shrink-0 mr-0.5 border-4 border-color-transparent border-solid box-content rounded-[6px] profile-section-card__image" data-delayed-url="https://media.licdn.com/dms/image/v2/C560BAQECw9LxgL6u6Q/company-logo_100_100/company-logo_100_100/0/1631365667104?e=2147483647&amp;v=beta&amp;t=1MYCtExqIr56K-lXlCHZr7ozqNEiG5URke1-4xnlDeE" data-delayed-background data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f"></div>
  

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        </h3>

            <h4 class="text-color-text text-md [&amp;>*]:mb-0">-</h4>

        

        <div class="text-color-text-low-emphasis text-md [&amp;>*]:mb-0 [&amp;>*]:text-md [&amp;>*]:text-color-text-low-emphasis">
          
<!---->
          <p class="experience-item__meta-item">
            Austin, Texas, United States
          </p>

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        </div>
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    </li>
  
  
              
    
    
    

    
    

    <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1 experience-item" data-section="pastPositionsDetails">
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      <div role="img" aria-label class="inline-block relative hue-web-entity__image bg-cover bg-center
          
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           shrink-0 mr-0.5 border-4 border-color-transparent border-solid box-content rounded-[6px] profile-section-card__image" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0BAQHeBBFU0M-WAw/company-logo_100_100/B4EZxB8wHsJgAQ-/0/1770632971132/forrester_research_logo?e=2147483647&amp;v=beta&amp;t=rdTQDfY8RxR3Xr3VZDVbEEPCEC2ErS6Ele50BJjZ3c8" data-delayed-background data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f"></div>
  

      <div class="pl-0.5 grow break-words">
        <h3 class="[&amp;>*]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold">
          
        <span class="experience-item__title">
          
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        </h3>

            <h4 class="text-color-text text-md [&amp;>*]:mb-0">-</h4>

        

        <div class="text-color-text-low-emphasis text-md [&amp;>*]:mb-0 [&amp;>*]:text-md [&amp;>*]:text-color-text-low-emphasis">
          
<!---->
          <p class="experience-item__meta-item">
            Cambridge, Massachusetts, United States
          </p>

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        </div>
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    </li>
  
  
        </ul>
      
      </div>
    </section>
  
  

          
    
    

    
    <section class="core-section-container
        core-section-container--with-border border-b-1 border-solid border-color-border-faint py-4 education text-color-text text-md" data-section="educationsDetails">
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          Education
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            </a>

      <div class="pl-0.5 grow break-words">
        <h3 class="[&amp;>*]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold">
          
                  <a class="text-color-text text-[18px] link-styled link-no-visited-state hover:!text-color-text active:!text-color-text" data-tracking-control-name="public_profile_school" data-tracking-will-navigate href="https://www.linkedin.com/school/university-of-pennsylvania/?trk=public_profile_school">
                    University of Pennsylvania
                  </a>
              
        </h3>

            <h4 class="text-color-text text-md [&amp;>*]:mb-0">-</h4>

        

        <div class="text-color-text-low-emphasis text-md [&amp;>*]:mb-0 [&amp;>*]:text-md [&amp;>*]:text-color-text-low-emphasis">
          
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                    </p>

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           shrink-0 mr-0.5 border-4 border-color-transparent border-solid box-content rounded-[6px] profile-section-card__image" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E0BAQHzVxe-Iysg7w/company-logo_100_100/company-logo_100_100/0/1631347503820?e=2147483647&amp;v=beta&amp;t=RqsMUDoIoa-vk7WCawRP7Zs-0fZ8HCE1G2hAuqgnu_4" data-delayed-background data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/6qpnald1ddva78jx4bnnl3vw"></div>
  

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        <h3 class="[&amp;>*]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold">
          
                  
              
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            <h4 class="text-color-text text-md [&amp;>*]:mb-0">-</h4>

        

        <div class="text-color-text-low-emphasis text-md [&amp;>*]:mb-0 [&amp;>*]:text-md [&amp;>*]:text-color-text-low-emphasis">
          
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                    </p>

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    </section>
  
  

        
    
    
    
    
    
    
    
    

    
    <section class="core-section-container
        core-section-container--with-border border-b-1 border-solid border-color-border-faint py-4 certifications" data-section="certifications">
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        <h2 class="core-section-container__title section-title">
          Licenses & Certifications
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<!---->            <a class="profile-section-card__image-link" href="https://www.linkedin.com/school/wharton-executive-education/?trk=public_profile_profile-section-card_image-click" data-tracking-control-name="public_profile_profile-section-card_image-click" data-tracking-will-navigate>
              
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           shrink-0 mr-0.5 border-4 border-color-transparent border-solid box-content rounded-[6px] profile-section-card__image" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0BAQGM3ewMcOWihA/company-logo_100_100/B4EZ_XnEo9IgAI-/0/1786028772124/wharton_executive_education_logo?e=2147483647&amp;v=beta&amp;t=oNHR8ZAJy80wUynOUCHnD5erXzy5oznz_R-c7SikSfY" data-delayed-background data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f"></div>
  
            </a>

      <div class="pl-0.5 grow break-words">
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                  <a class="text-color-text text-[18px] link-styled link-no-visited-state hover:!text-color-text active:!text-color-text" data-tracking-control-name="public_profile_certification-title" data-tracking-will-navigate href="https://execedbadges.wharton.upenn.edu/379c50b4-965c-4bff-a82c-f674a41a6198?trk=public_profile_certification-title">
                    Advanced Management Program
                  </a>
              
        </h3>

            <h4 class="text-color-text text-md [&amp;>*]:mb-0 not-first-middot leading-[1.75]">
                <a class="relative hover:underline link-styled hover:!text-color-text active:!text-color-text !font-normal" href="https://www.linkedin.com/school/wharton-executive-education/?trk=public_profile_profile-section-card_subtitle-click" data-tracking-control-name="public_profile_profile-section-card_subtitle-click" data-tracking-will-navigate>
                  
                Wharton Executive Education
              
                </a>
            </h4>

        

        <div class="text-color-text-low-emphasis text-md [&amp;>*]:mb-0 [&amp;>*]:text-md [&amp;>*]:text-color-text-low-emphasis">
          
<!---->
                  <div>
                    Credential ID 165634157
                  </div>

                  <div>
                    <a class="btn-md btn-tertiary-emphasis -ml-1 inline-block px-[8px] py-0 min-h-0 rounded-[4px] h-[32px] leading-[32px] hover:underline hover:!text-color-link" data-tracking-control-name="public_profile_see-credential" data-tracking-will-navigate href="https://execedbadges.wharton.upenn.edu/379c50b4-965c-4bff-a82c-f674a41a6198?trk=public_profile_see-credential" rel="nofollow" target="_blank">
                      See credential
                      <img alt class="h-2 w-2 ml-0.5 align-baseline" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8w0vew433o9nluoruq9k5eqy">
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<!---->            <a class="profile-section-card__image-link" href="https://uk.linkedin.com/company/uk-home-office?trk=public_profile_profile-section-card_image-click" data-tracking-control-name="public_profile_profile-section-card_image-click" data-tracking-will-navigate>
              
      <div role="img" aria-label="United Kingdom Tier 1 visa - Exceptional Talent in Digital Technology Graphic" class="inline-block relative hue-web-entity__image bg-cover bg-center
          
          w-6 h-6
           shrink-0 mr-0.5 border-4 border-color-transparent border-solid box-content rounded-[6px] profile-section-card__image" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0BAQHUSRzh98UIFg/company-logo_100_100/company-logo_100_100/0/1731494465573/uk_home_office_logo?e=2147483647&amp;v=beta&amp;t=8Q-JntjyJtK2mj4r6uR-yO2AsUsl66Kx4IQv9M17RCc" data-delayed-background data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f"></div>
  
            </a>

      <div class="pl-0.5 grow break-words">
        <h3 class="[&amp;>*]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold">
          
                  <a class="text-color-text text-[18px] link-styled link-no-visited-state hover:!text-color-text active:!text-color-text" data-tracking-control-name="public_profile_certification-title" data-tracking-will-navigate href="https://www.gov.uk/government/publications/guidance-on-policy-for-uk-visas-under-tier-1-exceptional-talent?trk=public_profile_certification-title">
                    United Kingdom Tier 1 visa - Exceptional Talent in Digital Technology
                  </a>
              
        </h3>

            <h4 class="text-color-text text-md [&amp;>*]:mb-0 not-first-middot leading-[1.75]">
                <a class="relative hover:underline link-styled hover:!text-color-text active:!text-color-text !font-normal" href="https://uk.linkedin.com/company/uk-home-office?trk=public_profile_profile-section-card_subtitle-click" data-tracking-control-name="public_profile_profile-section-card_subtitle-click" data-tracking-will-navigate>
                  
                UK Home Office
              
                </a>
            </h4>

        

        <div class="text-color-text-low-emphasis text-md [&amp;>*]:mb-0 [&amp;>*]:text-md [&amp;>*]:text-color-text-low-emphasis">
          
<!---->
<!---->
                  <div>
                    <a class="btn-md btn-tertiary-emphasis -ml-1 inline-block px-[8px] py-0 min-h-0 rounded-[4px] h-[32px] leading-[32px] hover:underline hover:!text-color-link" data-tracking-control-name="public_profile_see-credential" data-tracking-will-navigate href="https://www.gov.uk/government/publications/guidance-on-policy-for-uk-visas-under-tier-1-exceptional-talent?trk=public_profile_see-credential" rel="nofollow" target="_blank">
                      See credential
                      <img alt class="h-2 w-2 ml-0.5 align-baseline" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8w0vew433o9nluoruq9k5eqy">
                    </a>
                  </div>
              
        </div>
      </div>

      
    </li>
  
        </ul>
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      </div>
    </section>
  
  

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    <section class="core-section-container
        core-section-container--with-border border-b-1 border-solid border-color-border-faint py-4 publications" data-section="publications" data-nosnippet="true">
<!---->
          
        <h2 class="core-section-container__title section-title">
          Publications
        </h2>
      
        
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      <div class="core-section-container__content break-words">
        
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    <li class="profile-section-card relative flex w-full list-none py-1.5 pr-2 pl-1 personal-project">
<!----><!---->
      <div class="pl-0.5 grow break-words">
        <h3 class="[&amp;>*]:mb-0 text-[18px] text-color-text leading-regular group-hover:underline font-semibold">
          
          <a class="text-color-text text-[18px] link-styled link-no-visited-state hover:!text-color-text active:!text-color-text" data-tracking-control-name="public_profile_publication-title" data-tracking-will-navigate href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Fwww%2Eamazon%2Ecom%2FSocial-Business-Design-Transformative-Strategies%2Fdp%2F1118273214%2F&amp;urlhash=OnXA&amp;trk=public_profile_publication-title" title="Social Business By Design" rel="nofollow">
            Social Business By Design
          </a>
      
        </h3>

            <h4 class="text-color-text text-md [&amp;>*]:mb-0 not-first-middot leading-[1.75]">
                
        
                  <span class="text-color-text-low-emphasis">Jossey-Bass</span>
                  <span class="not-first-middot">
                    
    
    
    
    
    
    

      <span class="date-range text-color-text-secondary font-sans text-md leading-open font-regular">
          <time>
            May 1, 2012
          </time>
      </span>
  
                  </span>
              
      
            </h4>

        

        <div class="text-color-text-low-emphasis text-md [&amp;>*]:mb-0 [&amp;>*]:text-md [&amp;>*]:text-color-text-low-emphasis">
          
          
    <div class="show-more-less-text">
      <p class="show-more-less-text__text--less">
        Management book on social business, digital transformation, customer engagement, organizational change, and how companies adapt operating models for the social media era.
<!---->      </p>

<!---->    </div>
  
          <div class="mt-2">Other authors</div>
          <ul class="list-none mt-1">
              <li class="align-top inline-block mr-1">
                  <a class="face-pile__url" data-tracking-control-name="public_profile_publication_contributor-image" data-tracking-will-navigate href="https://www.linkedin.com/in/dhinchcliffe?trk=public_profile_publication_contributor-image" title="Dion Hinchcliffe">
                    
      <div role="img" aria-label="Dion Hinchcliffe" class="inline-block relative hue-web-entity__image bg-cover bg-center
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                                    <h2 class="contextual-sign-in-modal__context-screen-title font-sans text-lg text-color-text mt-2 mb-1 text-center" id="base-contextual-sign-in-modal-modal-header">
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                </div>
                <div class="contextual-sign-in-modal__right-content">
                    <div class="contextual-sign-in-modal__google-sign-in-primary w-full">
                      
    

    <div class="google-auth-button">
<!---->      <div class="google-auth-button__placeholder mx-auto
          " data-theme="filled_blue" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google"></div>
<!---->    </div>
  
                    </div>

                  
    
    
    
    
    
    
    
    
    
    

    <code id="i18n_sign_in_form_show_text" style="display: none"><!--"Show"--></code>
    <code id="i18n_sign_in_form_show_label" style="display: none"><!--"Show your LinkedIn password"--></code>
    <code id="i18n_sign_in_form_hide_text" style="display: none"><!--"Hide"--></code>
    <code id="i18n_sign_in_form_hide_label" style="display: none"><!--"Hide your LinkedIn password"--></code>

    
    <code id="i18n_username_error_empty" style="display: none"><!--"Please enter an email address or phone number"--></code>
    
    <code id="i18n_username_error_too_long" style="display: none"><!--"Email or phone number must be between 3 to 128 characters"--></code>
    <code id="i18n_username_error_too_short" style="display: none"><!--"Email or phone number must be between 3 to 128 characters"--></code>

    
    <code id="i18n_password_error_empty" style="display: none"><!--"Please enter a password"--></code>
    
    <code id="i18n_password_error_too_short" style="display: none"><!--"The password you provided must have at least 6 characters"--></code>
    
    <code id="i18n_password_error_too_long" style="display: none"><!--"The password you provided must have at most 400 characters"--></code>

<!---->    <form data-id="sign-in-form" action="https://www.linkedin.com/uas/login-submit" method="post" novalidate class="contextual-sign-in-modal__sign-in-form mb-1 hidden">
      <input name="loginCsrfParam" value="d95b2586-f27f-4013-8285-83b9726cd9e3" type="hidden">

      <div class="flex flex-col">
        
    <div class="mt-1.5" data-js-module-id="guest-input">
      <div class="flex flex-col">
        <label class="input-label mb-1" for="csm-v2_session_key">
          Email or phone
        </label>
        <div class="text-input flex">
          <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="username" id="csm-v2_session_key" name="session_key" required data-tracking-control-name="csm-v2_sign-in-session-key" data-tracking-client-ingraph type="text">
          
        </div>
      </div>

      <p class="input-helper mt-1.5" for="csm-v2_session_key" role="alert" data-js-module-id="guest-input__message"></p>
    </div>
  

        
    <div class="mt-1.5" data-js-module-id="guest-input">
      <div class="flex flex-col">
        <label class="input-label mb-1" for="csm-v2_session_password">
          Password
        </label>
        <div class="text-input flex">
          <input class="text-color-text font-sans text-md outline-0 bg-color-transparent w-full" autocomplete="current-password" id="csm-v2_session_password" name="session_password" required data-tracking-control-name="csm-v2_sign-in-password" data-tracking-client-ingraph type="password">
          
            <button aria-live="assertive" aria-relevant="text" data-id="sign-in-form__password-visibility-toggle" class="font-sans text-md font-bold text-color-action z-10 ml-[12px] hover:cursor-pointer" aria-label="Show your LinkedIn password" data-tracking-control-name="csm-v2_sign-in-password-visibility-toggle-btn" type="button">Show</button>
          
        </div>
      </div>

      <p class="input-helper mt-1.5" for="csm-v2_session_password" role="alert" data-js-module-id="guest-input__message"></p>
    </div>
  

        <input name="session_redirect" value="https://www.linkedin.com/in/peterkim" type="hidden">

<!---->      </div>

      <div data-id="sign-in-form__footer" class="flex justify-between
          sign-in-form__footer--full-width">
        <a data-id="sign-in-form__forgot-password" class="font-sans text-md font-bold link leading-regular
            sign-in-form__forgot-password--full-width" href="https://www.linkedin.com/uas/request-password-reset?trk=csm-v2_forgot_password" data-tracking-control-name="csm-v2_forgot_password" data-tracking-will-navigate>Forgot password?</a>

<!---->
        <input name="trk" value="csm-v2_sign-in-submit" type="hidden">
        <button class="btn-md btn-primary flex-shrink-0 cursor-pointer
            sign-in-form__submit-btn--full-width" data-id="sign-in-form__submit-btn" data-tracking-control-name="csm-v2_sign-in-submit-btn" data-tracking-client-ingraph data-tracking-litms type="submit">
          Sign in
        </button>
      </div>
<!---->    </form>
<!----><!---->  

                  <button class="contextual-sign-in-modal__sign-in-with-email-cta my-2 btn-sm btn-secondary min-h-[40px] w-full flex align-center justify-center" data-tracking-control-name="sign-in-with-email-cta">
                    <icon class="inline-block align-middle h-[24px] w-[24px] mr-0.5" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9w7euj0n5gnk6np2akf853sm3"></icon>
                    <span class="self-center">Sign in with Email</span>
                  </button>

                  <div class="contextual-sign-in-modal__divider left-right-divider">
                    <p class="contextual-sign-in-modal__divider-text font-sans text-sm text-color-text px-2">
                      or
                    </p>
                  </div>

                    <div class="contextual-sign-in-modal__google-sign-in-secondary contextual-sign-in-modal__google-sign-in-secondary--hidden">
                      
    

    <div class="google-auth-button">
<!---->      <div class="google-auth-button__placeholder mx-auto
          google-auth-button__placeholder--black-border" data-theme="outline" data-logo-alignment="center" data-locale="en_US" role="button" aria-label="Continue with google"></div>
<!---->    </div>
  
                    </div>

                  <p class="contextual-sign-in-modal__join-now m-auto font-sans text-md text-center text-color-text my-2">
                    New to LinkedIn? <a href="https://www.linkedin.com/signup/public-profile-join?vieweeVanityName=peterkim&trk=public_profile_contextual-sign-in-modal_join-link" data-tracking-control-name="public_profile_contextual-sign-in-modal_join-link" data-tracking-will-navigate="true" class="contextual-sign-in-modal__join-link">Join now</a>
                  </p>

                  
    
    
    
    <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2 contextual-sign-in-modal__terms-and-conditions m-auto w-full" data-impression-id="linkedin-tc__button-skip-tc-text">
      By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=linkedin-tc_auth-button_user-agreement" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=linkedin-tc_auth-button_privacy-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=linkedin-tc_auth-button_cookie-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>.
    </p>
  
                </div>
              </div>
          
            </div>

<!---->          </section>
        </div>
      </div>
    </div>
  
<!----><!---->    </div>
  

      
    
    
    

    
    

<!---->  
    </div>
    <code id="disableOneTapOnInitIfCsm" style="display: none"><!--false--></code>
  
<!---->
          <code id="enableFingerprintingJS" style="display: none"><!--true--></code>
          <code id="fingerprintingUrlPath" style="display: none"><!--"/platform-telemetry/li/collect"--></code>
          <code id="fingerprintingWaitTime" style="display: none"><!--2000--></code>
      

            <script src="https://static.licdn.com/aero-v1/sc/h/e3e60132l1nth7qg6js89spdn" async></script>
<!---->          
        <script src="https://static.licdn.com/aero-v1/sc/h/2wbx8fzvdfv5a538j42656j86" async defer></script>
      
          
<!----><!---->  
      </body>
    </html>
  
  