When Does AI Get Out of Our Hands and We Into Its?

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hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link publisher-author-card"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/in/rajeevmudumba" data-tracking-control-name="article-ssr-frontend-pulse_publisher-author-card" data-tracking-will-navigate> <span class="sr-only"> Rajeev Mudumba </span> </a> <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQE-hK6boIhrBw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1563509064843?e=2147483647&v=beta&t=_agRujg06dLdMybliN-WKeI4UIejFdPn0mn6dnsHfhE" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Rajeev Mudumba"> <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 ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> Rajeev Mudumba </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> Entrepreneurial Growth Strategist | HealthTech Executive | Startup Advisor | Podcast Host </h4>  <div class="body-text text-color-text-low-emphasis base-main-card__metadata"> Published Sep 13, 2024 </div>  </div> <div class="base-main-card__ctas z-[3] self-center ml-3 babybear:ml-1 babybear:self-start"> <a class="base-main-card__cta btn-sm btn-secondary" href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fwhen-does-ai-get-out-our-hands-we-intoits-rajeev-mudumba-lsuge&trk=article-ssr-frontend-pulse_publisher-author-card" data-tracking-control-name="article-ssr-frontend-pulse_publisher-author-card" data-tracking-will-navigate> + Follow </a> </div> </div> </div> </section> </header> <div data-test-id="article-content-blocks">  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class="font-[700]">Welcome to my LinkedIn newsletter! In each issue of Plan B Success, I'll be sharing my thoughts on personal, career and business growth with your success and life fulfillment in view. </span><span class="font-[700]"><a href="https://www.linkedin.com/newsletters/6877724491087130625/?trk=article-ssr-frontend-pulse_little-text-block" target="_blank" data-tracking-control-name="article-ssr-frontend-pulse_little-text-block" data-tracking-will-navigate data-test-link>Subscribe here</a></span><span class="font-[700]"> to stay updated.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class="italic">Artificial Intelligence (AI) is advancing at a pace that’s both exhilarating and unnerving. </span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>As we rapidly push the boundaries of what machines can do, there’s a looming question: at what point does AI move beyond human control? Is there a moment when the relationship flips, and we become more dependent on AI than it is on us? Let’s explore the stages of AI development, the risk factors that could lead to losing control, and the historical, technological, and philosophical implications of that shift.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <h3><span class>The Evolution of AI: A Journey from Tool to Decision Maker</span></h3> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class="italic">AI has always been perceived as a tool to enhance human capabilities. </span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>Early AI systems were limited to predefined tasks - like calculations or pattern recognition - within strictly controlled environments. These “narrow AIs” were far from independent, requiring clear instructions from humans to function.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>However, as we developed more sophisticated machine learning algorithms, AI gained the ability to learn from data, make predictions, and eventually, make decisions based on that data. Today, AI systems like OpenAI’s GPT-4, IBM’s Watson, and Google DeepMind demonstrate a capacity to not only perform complex tasks autonomously but also to “learn” from real-world applications, developing a form of situational awareness and problem-solving prowess that grows with exposure.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>AI is now transitioning from a tool that follows instructions to an agent that influences decision-making at levels we once reserved for human experts. In areas such as medical diagnostics, financial services, and even criminal justice, AI’s decision-making power is already immense.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <h3><span class>Understanding the “Tipping Point” of Control</span></h3> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>The question of when AI gets out of our hands hinges on a few key factors:</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class> <ol> <li><span class="font-[700]">Complexity of AI Systems</span><span class>: As AI systems grow more complex, the possibility of fully understanding and predicting their behavior diminishes. With millions (or billions) of interconnected parameters, deep learning models operate as “black boxes” that even their creators struggle to interpret. This lack of transparency makes it harder to ensure that AI operates within the ethical or operational guidelines set by humans. For instance, Google’s AlphaGo’s unexpected move during a high-profile Go match in 2016 demonstrated that AI can make decisions in ways that are unintuitive and beyond human comprehension.</span></li> <li><span class="font-[700]">Autonomy in Decision Making</span><span class>: AI’s autonomy is expanding in areas such as autonomous vehicles, warfare (e.g., drone strikes), and finance (e.g., algorithmic trading). The shift from AI as an advisory system to one with operational control means it’s no longer humans alone making decisions. We’re already seeing signs of humans deferring to AI judgment, as happened with the infamous “flash crash” of 2010, where algorithmic trading systems drove financial markets into chaos.</span></li> <li><span class="font-[700]">Dependency on AI</span><span class>: With AI integrated into critical infrastructure (e.g., energy grids, national defense, and healthcare), society’s dependency on AI is deepening. AI’s efficiency in analyzing big data and optimizing systems is unparalleled by human standards. The challenge is that as this dependency grows, reversing or disentangling human reliance on AI becomes exponentially harder. A loss of control could happen simply because we’ve engineered a situation where no alternative system is in place.</span></li> <li><span class="font-[700]">Self-Improvement</span><span class>: AI is approaching a point where it could become capable of self-improvement. While we aren’t at “superintelligence” yet, the field of AI safety focuses on preventing an AI that could upgrade itself beyond our capacity to monitor or restrict it. If AI starts to improve its capabilities autonomously - optimizing its code, developing novel algorithms, or even collaborating with other AI systems - the power dynamics could shift dramatically. In this scenario, humans would lose the ability to intervene in AI’s progression because we would no longer be able to fully comprehend or control it.</span></li> </ol> </span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <h3><span class>Historical Parallels: When Technologies Slip From Human Control</span></h3> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>Technological advancements often start as human-controlled phenomena, only to evolve into systems that govern humans. Take, for instance, the industrial revolution. Early automation was human-directed, but as systems of machinery and industrial processes became more interconnected and essential, human dependence on these systems made them nearly impossible to reverse.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>The financial sector offers another parallel. Once financial markets integrated high-frequency trading algorithms, those algorithms began to drive market movements beyond human traders’ control. This led to volatility, where split-second trades could cause trillion-dollar market swings. Here, human decision-makers have essentially ceded parts of their control to AI and automation.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>Similarly, the digital age has introduced technologies like social media algorithms, which dictate vast aspects of human behavior, from the content we consume to the very nature of public discourse. These algorithms are designed to maximize engagement, and in doing so, they’ve altered how societies communicate and even think. Though these systems were built to serve humans, they’ve started to govern key aspects of human interaction — sometimes with negative consequences, such as the spread of misinformation and polarization.</span> </p> </div> <div class="inline-articles bg-color-surface-new border-hidden rounded-sm p-1 mx-auto my-1.5 mamabear:w-2/3 inline-articles__after"> <h2 class="text-xl font-medium ml-1.5 my-1 text-color-text mamabear:text-center">Recommended by LinkedIn</h2> <div class="flex flex-wrap mx-0.5 babybear:mx-1.5"> <div class="content-author-card flex flex-col max-w-[270px] h-auto rounded-md border-1 border-system-gray-30 border-solid pb-1.5 inline-article mx-auto my-1 border-hidden papabear:w-[219px] babybear:min-w-full mamabear:min-w-full h-auto bg-color-canvas-tint"> <a class="no-underline" data-tracking-control-name="inline-recommended-articles" data-tracking-will-navigate href="https://www.linkedin.com/pulse/why-ai-models-collapsing-what-means-future-technology-bernard-marr-szjke"> <img class="content-image w-full h-[150px] bg-cover rounded-t-md object-cover" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGJWbXQXI_p5A/article-cover_image-shrink_600_2000/article-cover_image-shrink_600_2000/0/1725198570712?e=2147483647&v=beta&t=dWpoXTHRsb-c8I9l3u2s0WDitHIAAYuX_ghiuxgAj2Q"> <div class="inline-article-title text-md text-color-text font-bold pl-2 pt-1 pr-1.5">Why AI Models Are Collapsing And What It Means For The…</div> <div class="inline-article-meta px-2 mt-1 font-sans text-xs font-normal text-color-text-low-emphasis h-full"> <span class="inline-article-author pt-0.5"> Bernard Marr </span> <span class="before:middot pt-0.5 inline-article-published-date"> 2 months ago </span> </div> </a>  </div> <div class="content-author-card flex flex-col max-w-[270px] h-auto rounded-md border-1 border-system-gray-30 border-solid pb-1.5 inline-article mx-auto my-1 border-hidden papabear:w-[219px] babybear:min-w-full mamabear:min-w-full h-auto bg-color-canvas-tint"> <a class="no-underline" data-tracking-control-name="inline-recommended-articles" data-tracking-will-navigate href="https://www.linkedin.com/pulse/demystifying-ai-humans-guide-jargon-jungle-b2udf"> <img class="content-image w-full h-[150px] bg-cover rounded-t-md object-cover" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D12AQHBrKHZjgDlMQ/article-cover_image-shrink_600_2000/article-cover_image-shrink_600_2000/0/1729024717532?e=2147483647&v=beta&t=-2n6urRaa1i9TNYByquWHH-3HmXEHbvZofvFSpsLQGs"> <div class="inline-article-title text-md text-color-text font-bold pl-2 pt-1 pr-1.5">Demystifying AI: A Human's Guide to the Jargon Jungle</div> <div class="inline-article-meta px-2 mt-1 font-sans text-xs font-normal text-color-text-low-emphasis h-full"> <span class="inline-article-author pt-0.5"> Data & Analytics </span> <span class="before:middot pt-0.5 inline-article-published-date"> 1 month ago </span> </div> </a>  </div> <div class="content-author-card flex flex-col max-w-[270px] h-auto rounded-md border-1 border-system-gray-30 border-solid pb-1.5 inline-article mx-auto my-1 border-hidden papabear:w-[219px] babybear:min-w-full mamabear:min-w-full h-auto bg-color-canvas-tint"> <a class="no-underline" data-tracking-control-name="inline-recommended-articles" data-tracking-will-navigate href="https://www.linkedin.com/pulse/creators-ai-padmasree-warrior"> <img class="content-image w-full h-[150px] bg-cover rounded-t-md object-cover" data-delayed-url="https://media.licdn.com/dms/image/v2/D5612AQF9gAhvjlluyA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1691092360468?e=2147483647&v=beta&t=YJ96AE-NzjPg93VgzTCTAgtrwki4Tw7wmmYqh1CfH8Y"> <div class="inline-article-title text-md text-color-text font-bold pl-2 pt-1 pr-1.5">Creators and AI</div> <div class="inline-article-meta px-2 mt-1 font-sans text-xs font-normal text-color-text-low-emphasis h-full"> <span class="inline-article-author pt-0.5"> Padmasree Warrior </span> <span class="before:middot pt-0.5 inline-article-published-date"> 1 year ago </span> </div> </a>  </div> </div> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <h3><span class>Signs That AI Is Approaching the Threshold of Control</span></h3> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class> <ol> <li><span class="font-[700]">Unanticipated Outcomes</span><span class>: AI has already shown that it can produce unexpected, even detrimental, outcomes. For example, Microsoft’s chatbot Tay was intended to be an experiment in conversational AI but had to be taken down when it quickly started spewing offensive, racist language, learning from the toxic data it was exposed to online. These kinds of unintended consequences point to a future where, as AI becomes more autonomous, it may act in ways beyond our intended control.</span></li> <li><span class="font-[700]">Algorithmic Control in Society</span><span class>: AI-driven algorithms already influence critical aspects of daily life — - what job you are offered, what loans you can get, how much you pay for insurance, and what legal consequences you face. The issue is that many of these algorithms are opaque, with limited human oversight, making it hard to reverse decisions once they are made. This has already led to situations where individuals and even entire communities are affected by decisions made by AI systems with little recourse for appeal.</span></li> <li><span class="font-[700]">Emerging AI Governance Challenges</span><span class>: As AI’s capabilities increase, governments and regulators face the challenge of developing policies to ensure these systems remain under human control. The European Union’s AI Act, for instance, seeks to address AI’s risks in high-stakes domains like healthcare and law enforcement. However, regulations tend to lag behind technological innovation, making it difficult to contain AI within ethical and legal boundaries once it crosses a certain threshold of influence and complexity.</span></li> </ol> </span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <h3><span class>Philosophical Implications: Will We Surrender Control?</span></h3> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>The rise of AI challenges fundamental philosophical questions about agency and control. As AI’s decision-making grows more sophisticated, are we not just delegating tasks but also surrendering responsibility? This raises the question: where does human control end and AI’s influence begin?</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>Philosophers like Nick Bostrom have warned about “superintelligence,” an AI so advanced that it can outthink humans in every domain. Others, like Yuval Noah Harari, argue that AI’s rise could lead to a new form of human governance, where algorithms manage everything from economics to politics.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>On a deeper level, AI’s development forces us to confront the nature of human identity. If we increasingly defer to machines for our decisions - whether it’s diagnosing illnesses or resolving complex social issues — - are we becoming less human? The essence of being human lies in our ability to make conscious, ethical decisions. If we outsource this responsibility to AI, we risk losing an essential part of what it means to be human.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <h3><span class>Preparing for the Future</span></h3> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>The question of when AI gets out of our hands and we into its isn’t just theoretical - it’s a tangible, pressing concern. The point of no return may not be marked by a single event, but rather a slow erosion of human control as AI systems grow more complex, powerful, and indispensable.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>To ensure AI remains a tool that serves humanity, there must be continued investment in AI safety, transparency, and ethical oversight. Human and AI collaboration must be carefully monitored, and systems should be designed with fail-safes that allow us to retain control. But as history has shown with other transformative technologies, maintaining control may become increasingly difficult as our reliance on AI deepens. The challenge lies not in stopping AI’s progress but in ensuring it remains a servant to humanity, rather than its master.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class="font-[700]">Thank you for reading! I'd love to know your thoughts in the comments below. 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