Enhance AI Decision-Making with Strategic Thinking

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How can you enhance your critical thinking skills?"> <meta property="og:description" content="Learn how to boost your critical thinking for strategic decision-making and better outcomes in Artificial Intelligence (AI)."> <meta property="og:image" content="https://media.licdn.com/dms/image/v2/D4E12AQFAEFSSiy4DUQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674666371202?e=2147483647&v=beta&t=Ik0JFJVG9GLA5JMz7CvdsLORPudoy9hnJ4b7_iggG60"> <meta property="og:type" content="article"> <meta property="og:url" content="https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc"> <meta name="twitter:card" content="summary_large_image"> <meta name="twitter:site" content="@LinkedInEditors"> <meta name="twitter:title" content="You're striving for better decision-making in AI. How can you enhance your critical thinking skills?"> <meta name="twitter:description" content="Learn how to boost your critical thinking for strategic decision-making and better outcomes in Artificial Intelligence (AI)."> <meta name="twitter:image" content="https://media.licdn.com/dms/image/v2/D4E12AQFAEFSSiy4DUQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674666371202?e=2147483647&v=beta&t=Ik0JFJVG9GLA5JMz7CvdsLORPudoy9hnJ4b7_iggG60"> <meta name="appId"> <meta name="twitter:label1" content="Written by"> <meta name="twitter:data1" content="Artificial Intelligence">  <meta name="clientSideIngraphs" content="1" data-gauge-metric-endpoint="/advice/api/ingraphs/gauge" data-counter-metric-endpoint="/advice/api/ingraphs/counter"> <script type="application/ld+json"> {"@context":"http://schema.org","@type":"QAPage","name":"You're striving for better decision-making in AI. How can you enhance your critical thinking skills?","description":"Learn how to boost your critical thinking for strategic decision-making and better outcomes in Artificial Intelligence (AI).","mainEntity":{"@type":"Question","name":"You're striving for better decision-making in AI. How can you enhance your critical thinking skills?","answerCount":190,"upvoteCount":17,"datePublished":"2024-10-03T18:14:38.000+00:00","dateModified":"2024-10-05T17:07:00.000+00:00","text":"Learn how to boost your critical thinking for strategic decision-making and better outcomes in Artificial Intelligence (AI).","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc","acceptedAnswer":{"@type":"Answer","text":"COLLABORATE WIDELY TO GAIN NEW INSIGHTS\nIn my opinion, collaborating with a diverse range of experts is essential for boosting critical thinking in AI. Working with individuals from various backgrounds and disciplines provides fresh perspectives, helping me see problems and solutions through different lenses. This diversity enriches the decision-making process and uncovers blind spots that I might have missed.\n\nCollaboration also fosters open dialogue and challenges assumptions, leading to more thorough analysis. By bringing in diverse viewpoints, I can make more balanced and well-rounded AI decisions, ensuring better outcomes.","upvoteCount":21,"datePublished":"2024-10-04T09:56:11.608+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399981756416%29%2C7247907348994781184%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399981756416%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287247907348994781184%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399981756416%29%29","author":{"@type":"Person","url":"https://ch.linkedin.com/in/roblienhard","name":"Robert Lienhard","image":"https://media.licdn.com/dms/image/v2/D4E03AQE2aevOj89lEQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1729780405199?e=2147483647&v=beta&t=zcfzqsQTxBTLltR4_I67kk2avscghWvN840INC_Vlyc","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},"suggestedAnswer":[{"@type":"Answer","text":"Skeptical professionals towards AI are usually those who resist change and “fear” that innovations may take something away from them (their position, money, or job).\nAs a result, they tend to be the strongest opponents of new technologies.\nThese individuals are often elusive when you try to explain the AI project for which you’d like their collaboration.\nThe hardest part is having their time to share your experience and help them understand that “AI is powerless without human guidance.”\nOnce they understand the technology and overcome their fears, they could become your strongest supporters and the most collaborative professionals.","upvoteCount":20,"datePublished":"2024-10-05T17:39:27.242+00:00","dateModified":"2024-10-05T17:42:37.282+00:00","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399981756416%29%2C7248386320199278593%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399981756416%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287248386320199278593%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399981756416%29%29","author":{"@type":"Person","url":"https://it.linkedin.com/in/cecilialascialfari","name":"Cecilia Lascialfari","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"To enhance critical thinking skills in AI decision-making, start by cultivating curiosity and questioning assumptions. Engage in reflective practices, such as journaling about decisions and their outcomes. Familiarize yourself with cognitive biases that can cloud judgment, and use structured frameworks like SWOT analysis to evaluate options systematically. Collaborate with diverse teams to gain varied perspectives, and practice active listening to understand different viewpoints. Finally, stay updated on AI advancements to make informed, data-driven decisions.","upvoteCount":16,"datePublished":"2024-10-04T02:22:15.141+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399981756416%29%2C7247793110972325888%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399981756416%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287247793110972325888%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399981756416%29%29","author":{"@type":"Person","url":"https://in.linkedin.com/in/amanai-man","name":"Aman Kumar","image":"https://media.licdn.com/dms/image/v2/D4E03AQHC6l-VMyi1Sw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1729916387766?e=2147483647&v=beta&t=bDYz7xyoW1Z9il3WKTgWFQaZs6bdiK6faOuG3q5EPOc","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"Develop a deep understanding of AI technologies, methodologies, and their limitations. Knowing how AI models work and their constraints helps you make informed decisions. This foundation allows you to critically assess AI outputs and make decisions that are both data-driven and practical.","upvoteCount":14,"datePublished":"2024-10-04T22:36:28.686+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399952429057%29%2C7248098680891670528%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399952429057%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287248098680891670528%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399952429057%29%29","author":{"@type":"Person","url":"https://es.linkedin.com/in/luisfont","name":"Lluis Font","image":"https://media.licdn.com/dms/image/v2/C5603AQFZZwFzb4dwww/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1578006725725?e=2147483647&v=beta&t=nrI0kfjWQL2zx8fEIpZGyVyHddg3pTdOlFbDXDBNEi0","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"AI decisions often involve risks, from ethical considerations to business impacts. Critically evaluate the potential risks associated with different AI strategies. Weigh the consequences of errors, overfitting, or unintended biases. Understanding these risks allows you to choose AI approaches that minimize harm while maximizing value.","upvoteCount":13,"datePublished":"2024-10-04T22:37:00.643+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399969157122%29%2C7248098814924849152%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399969157122%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287248098814924849152%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399969157122%29%29","author":{"@type":"Person","url":"https://es.linkedin.com/in/luisfont","name":"Lluis Font","image":"https://media.licdn.com/dms/image/v2/C5603AQFZZwFzb4dwww/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1578006725725?e=2147483647&v=beta&t=nrI0kfjWQL2zx8fEIpZGyVyHddg3pTdOlFbDXDBNEi0","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"-Develop Deep Understanding of AI \n-Explore fundamental concepts of AI,ML,Data Science\n-Understand Algorithms,Models & trade offs between various approaches\n-Practice Analytical Problem Solving\n-Engage in case studies,real-world AI problems & challenges on platforms \n-Always question the data,models & results to identify potential biases\n-Stay Informed about Ethical Implications\n-Follow trends in Responsible AI,data privacy & AI regulations\n-Join AI communities, participate in workshops or seminars\n-Engage in collaborative discussions\n-Stay up-to-date with the latest AI research & advancements\n-Use Decision Making Frameworks like SWOT analysis, cost benefit analysis","upvoteCount":12,"datePublished":"2024-10-04T05:55:22.235+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399952429057%29%2C7247846743931768832%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399952429057%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287247846743931768832%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399952429057%29%29","author":{"@type":"Person","url":"https://in.linkedin.com/in/cse-yadav-ankit","name":"Ankit Yadav","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"Data is the backbone of AI, but it’s crucial to question its validity, sources, and biases. Learn to evaluate the quality of the data being used in AI models, understanding its potential flaws or gaps. Asking the right questions about the data ensures that your AI-based decisions are built on reliable, unbiased information.","upvoteCount":12,"datePublished":"2024-10-04T22:36:39.509+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399956647937%29%2C7248098726282432514%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399956647937%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287248098726282432514%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399956647937%29%29","author":{"@type":"Person","url":"https://es.linkedin.com/in/luisfont","name":"Lluis Font","image":"https://media.licdn.com/dms/image/v2/C5603AQFZZwFzb4dwww/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1578006725725?e=2147483647&v=beta&t=nrI0kfjWQL2zx8fEIpZGyVyHddg3pTdOlFbDXDBNEi0","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"In AI decision-making, explore multiple possibilities and approaches rather than settling on the first solution. Use your critical thinking to consider various models, techniques, or strategies, weighing their potential benefits and drawbacks. This habit of exploring options leads to more innovative and effective solutions.","upvoteCount":12,"datePublished":"2024-10-04T22:36:50.350+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399965011968%29%2C7248098771752861696%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399965011968%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287248098771752861696%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399965011968%29%29","author":{"@type":"Person","url":"https://es.linkedin.com/in/luisfont","name":"Lluis Font","image":"https://media.licdn.com/dms/image/v2/C5603AQFZZwFzb4dwww/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1578006725725?e=2147483647&v=beta&t=nrI0kfjWQL2zx8fEIpZGyVyHddg3pTdOlFbDXDBNEi0","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"Engage in continuous reflection on past decisions and outcomes. Analyze what worked, what didn’t, and why. This practice of self-reflection helps you identify patterns, improve decision-making over time, and adjust your critical thinking process. It’s an essential part of learning from both successes and failures.","upvoteCount":12,"datePublished":"2024-10-04T22:37:11.938+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399977566208%29%2C7248098862299582464%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399977566208%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287248098862299582464%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399977566208%29%29","author":{"@type":"Person","url":"https://es.linkedin.com/in/luisfont","name":"Lluis Font","image":"https://media.licdn.com/dms/image/v2/C5603AQFZZwFzb4dwww/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1578006725725?e=2147483647&v=beta&t=nrI0kfjWQL2zx8fEIpZGyVyHddg3pTdOlFbDXDBNEi0","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"Collaborate with diverse teams, including experts from various fields such as data science, ethics, and business. Gaining insights from others helps challenge your assumptions, exposes you to different perspectives, and broadens your critical thinking scope. Collaboration leads to more well-rounded decisions that consider different aspects of AI development and implementation.","upvoteCount":12,"datePublished":"2024-10-04T22:37:27.448+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399981756416%29%2C7248098927353167872%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399981756416%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287248098927353167872%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399981756416%29%29","author":{"@type":"Person","url":"https://es.linkedin.com/in/luisfont","name":"Lluis Font","image":"https://media.licdn.com/dms/image/v2/C5603AQFZZwFzb4dwww/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1578006725725?e=2147483647&v=beta&t=nrI0kfjWQL2zx8fEIpZGyVyHddg3pTdOlFbDXDBNEi0","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"To enhance critical thinking in AI decision-making, focus on developing analytical skills and fostering curiosity. \n\nQuestion assumptions, evaluate data sources, and practice breaking down complex problems into smaller parts. \n\nEngage with diverse perspectives to challenge biases, and regularly review case studies or real-world examples to see how AI-driven decisions play out. \n\nFinally, build adaptability by staying updated on evolving AI techniques and ethical considerations.\n\n-Bishal","upvoteCount":11,"datePublished":"2024-11-02T20:02:02.051+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399952429057%29%2C7258569061905616896%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399952429057%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287258569061905616896%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399952429057%29%29","author":{"@type":"Person","url":"https://in.linkedin.com/in/nandi-bishal","name":"Bishal Nandi ↗️","image":"https://media.licdn.com/dms/image/v2/D4D03AQGZ0Yr4Zvctxg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1711132346058?e=2147483647&v=beta&t=mAqQ1GrvuJDvPccW7zZTB-q8wHTPT-T4PZdsxOzzNKo","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"REFLECT CONTINUOUSLY TO IMPROVE DECISION-MAKING\nContinuous reflection is key to enhancing critical thinking. I believe that taking the time to evaluate past AI decisions—what went well and what could have been done differently—helps improve future decision-making. Reflection provides valuable insights into my own thought process, allowing me to identify biases or gaps in reasoning.\n\nBy reflecting regularly, I can refine my decision-making skills over time. This habit ensures that each new decision is informed by previous experience, fostering a cycle of continuous improvement and sharper critical thinking.","upvoteCount":11,"datePublished":"2024-10-04T09:55:56.081+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399977566208%29%2C7247907283869798400%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399977566208%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287247907283869798400%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399977566208%29%29","author":{"@type":"Person","url":"https://ch.linkedin.com/in/roblienhard","name":"Robert Lienhard","image":"https://media.licdn.com/dms/image/v2/D4E03AQE2aevOj89lEQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1729780405199?e=2147483647&v=beta&t=zcfzqsQTxBTLltR4_I67kk2avscghWvN840INC_Vlyc","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"Begin by questioning assumptions and analyzing data from multiple angles. Engage in continuous learning to stay updated on AI advancements.\n\n Practice problem-solving by tackling real-world scenarios and collaborating with peers. Use AI tools to simulate different outcomes and refine your strategies. Remember, critical thinking is about being curious, open-minded, and reflective. \n\nKeep challenging yourself and seeking diverse perspectives to make better, more informed decisions.","upvoteCount":10,"datePublished":"2024-10-04T12:13:36.810+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399952429057%29%2C7247941931878502400%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399952429057%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287247941931878502400%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399952429057%29%29","author":{"@type":"Person","url":"https://uk.linkedin.com/in/ata-muhiuldin","name":"Ata Muhi Ul Din","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"To enhance critical thinking for better AI decision-making, I will adopt a systematic approach. I would seek diverse perspectives and data, define clear objectives, and challenge assumptions and biases. Analyzing evidence and evaluating sources would help me to consider multiple scenarios and outcomes. Reflecting on past decisions fosters learning, while staying updated on AI advancements would keep my knowledge current. ","upvoteCount":10,"datePublished":"2024-10-04T15:31:31.082+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399952429057%29%2C7247991736185069570%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399952429057%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287247991736185069570%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399952429057%29%29","author":{"@type":"Person","url":"https://in.linkedin.com/in/mehar-zargar-87092b231","name":"Mehar zargar","image":"https://media.licdn.com/dms/image/v2/D5603AQFO4aL0XNVtFA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1731585540250?e=2147483647&v=beta&t=OEx0-QyPcGeoCxfXhPRmgM5zB7qef8-ascOT-BwSHLk","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"QUESTION DATA TO IMPROVE OUTCOMES\nQuestioning the data behind AI models is crucial for critical thinking. In my view, not all data is created equal, and it’s important to examine its source, quality, and relevance. By asking where the data comes from, whether it’s biased, or if it’s representative of the real-world problem we are solving, I can assess whether the AI outputs are trustworthy.\n\nFurthermore, questioning data encourages me to remain skeptical of initial results. By diving deeper into the data and its context, I am better equipped to make decisions that consider both the strengths and potential pitfalls of AI-driven insights.","upvoteCount":10,"datePublished":"2024-10-04T09:55:21.545+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399956647937%29%2C7247907139015380994%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399956647937%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287247907139015380994%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399956647937%29%29","author":{"@type":"Person","url":"https://ch.linkedin.com/in/roblienhard","name":"Robert Lienhard","image":"https://media.licdn.com/dms/image/v2/D4E03AQE2aevOj89lEQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1729780405199?e=2147483647&v=beta&t=zcfzqsQTxBTLltR4_I67kk2avscghWvN840INC_Vlyc","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"Critical thinking isn’t a solo task. Collaborate with diverse teams to get different perspectives on AI problems. Working with experts from other fields can help you see blind spots, challenge assumptions, and create better, more informed decisions. Collaboration helps broaden your thinking and improve the quality of decisions.","upvoteCount":10,"datePublished":"2024-10-06T17:42:20.882+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399981756416%29%2C7248749436363784193%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399981756416%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287248749436363784193%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399981756416%29%29","author":{"@type":"Person","url":"https://in.linkedin.com/in/yashpal-singla","name":"Yashpal Singla","image":"https://media.licdn.com/dms/image/v2/D4D03AQE4oogd56_CkQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1693480468435?e=2147483647&v=beta&t=2Vwem51Dguf_pJ1_ZH3576QCQFg9-5K0Ub7ZKknKbhU","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"From my AI/ML consulting experience, critical thinking in AI starts with questioning data at every step. Data is the foundation for AI models, but it can be biased, incomplete, or misrepresented. Enhancing your critical thinking means actively interrogating data sources, understanding collection methods, and recognizing potential flaws or gaps. Always ask: Is this data truly representative? Are there unseen variables affecting its quality? By questioning data rigorously, you become adept at identifying biases and mitigating risks, leading to more informed, accurate AI decisions.","upvoteCount":9,"datePublished":"2024-10-05T11:50:53.814+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399956647937%29%2C7248298602924498944%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399956647937%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287248298602924498944%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399956647937%29%29","author":{"@type":"Person","url":"https://in.linkedin.com/in/saijeevanpuchakayala","name":"Sai Jeevan Puchakayala","image":"https://media.licdn.com/dms/image/v2/D5603AQHWpAk8qCLp4w/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1706809302466?e=2147483647&v=beta&t=5v7r_jVXIX2hxMF67zyKnFjyQ9k7GTIC26sx2X3QDDc","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"To enhance critical thinking in AI decision-making, focus on improving data evaluation and processing. Start by ensuring data quality through thorough validation and cleaning. Incorporate diverse datasets to avoid bias and increase robustness. Apply logical reasoning and pattern recognition algorithms to assess data relevance and context. Regularly question assumptions, analyze alternative outcomes, and weigh potential biases in training data. Foster adaptability by continuously learning from real-world feedback and errors. Lastly, integrate transparency and explainability in AI models to facilitate human understanding and improve trust in decision-making processes.","upvoteCount":7,"datePublished":"2024-10-12T17:22:13.704+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399956647937%29%2C7250918700285841408%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399956647937%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287250918700285841408%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399956647937%29%29","author":{"@type":"Person","url":"https://uk.linkedin.com/in/asma-jalal-a01ba52ba","name":"Asma Jalal","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"EXPLORE OPTIONS TO BROADEN PERSPECTIVES\nExploring different options helps sharpen critical thinking skills in AI decision-making. I believe that it’s important to look beyond the most obvious solutions and consider alternative approaches. Whether it's testing different AI models, using various data sources, or applying different algorithms, expanding the range of possible options allows for more comprehensive decision-making.\n\nBy evaluating multiple pathways, I can assess the pros and cons of each, ensuring that I am not rushing into decisions based on limited information. This broad exploration prevents tunnel vision and encourages more innovative problem-solving.","upvoteCount":6,"datePublished":"2024-10-04T09:55:34.011+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399965011968%29%2C7247907191301582849%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399965011968%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287247907191301582849%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399965011968%29%29","author":{"@type":"Person","url":"https://ch.linkedin.com/in/roblienhard","name":"Robert Lienhard","image":"https://media.licdn.com/dms/image/v2/D4E03AQE2aevOj89lEQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1729780405199?e=2147483647&v=beta&t=zcfzqsQTxBTLltR4_I67kk2avscghWvN840INC_Vlyc","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}},{"@type":"Answer","text":"EVALUATE RISKS TO MAKE INFORMED CHOICES\nEvaluating risks is essential for making better decisions in AI. In my opinion, every AI solution carries some degree of risk, whether it’s related to data privacy, model bias, or long-term sustainability. Being aware of these risks and actively assessing their potential impact helps me approach AI decisions with greater caution and responsibility.\n\nConsidering risks allows me to weigh the trade-offs of different choices, ensuring I’m prepared to manage any negative outcomes. This risk assessment is critical in making decisions that are not only effective but also ethical and aligned with organizational goals.","upvoteCount":5,"datePublished":"2024-10-04T09:55:46.321+00:00","dateModified":"","url":"https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc?contributionUrn=urn%3Ali%3Acomment%3A%28articleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399969157122%29%2C7247907242937651200%29&articleSegmentUrn=urn%3Ali%3AarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399969157122%29&dashContributionUrn=urn%3Ali%3Afsd_comment%3A%287247907242937651200%2CarticleSegment%3A%28urn%3Ali%3AlinkedInArticle%3A7247670397742030848%2C7247670399969157122%29%29","author":{"@type":"Person","url":"https://ch.linkedin.com/in/roblienhard","name":"Robert Lienhard","image":"https://media.licdn.com/dms/image/v2/D4E03AQE2aevOj89lEQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1729780405199?e=2147483647&v=beta&t=zcfzqsQTxBTLltR4_I67kk2avscghWvN840INC_Vlyc","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":0}}}]}} </script>  </head> <body dir="ltr">  <div class="guest-upsells"> <form class="google-auth base-google-auth" action="https://www.linkedin.com/uas/login-submit" method="post"> <input name="loginCsrfParam" value="5b0eee90-1618-4264-817f-3325493d5e6d" type="hidden"> <input name="session_redirect" value="https://www.linkedin.com/advice/0/youre-striving-better-decision-making-ai-ptnfc" type="hidden"> <input name="trk" value="pulse-article_google-one-tap-submit" type="hidden"> <code id="termsAndConditionsRendered" style="display: none"></code> <div class="google-one-tap__module hidden fixed flex flex-col 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none"></code> <code id="i18n_password_error_too_short" style="display: none"></code> <code id="i18n_password_error_too_long" style="display: none"></code>  <form data-id="sign-in-form" action="https://www.linkedin.com/uas/login-submit" method="post" novalidate class="mt-1.5 mb-2"> <input name="loginCsrfParam" value="5b0eee90-1618-4264-817f-3325493d5e6d" 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="base-sign-in-modal_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 grow" autocomplete="username" id="base-sign-in-modal_session_key" name="session_key" required data-tracking-control-name="pulse-article_contextual-sign-in-modal_sign-in-modal_sign-in-session-key" data-tracking-client-ingraph type="text"> </div> </div> <p class="input-helper mt-1.5" 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href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fadvice%2F0%2Fyoure-striving-better-decision-making-ai-ptnfc&trk=article-ssr-frontend-x-article_nav-header-join" data-tracking-control-name="article-ssr-frontend-x-article_nav-header-join" data-test-live-nav-primary-cta data-tracking-will-navigate> Join now </a> <a class="nav__button-secondary btn-secondary-emphasis btn-md" href="https://www.linkedin.com/uas/login?session_redirect=%2Fadvice%2F0%2Fyoure-striving-better-decision-making-ai-ptnfc&fromSignIn=true&trk=article-ssr-frontend-x-article_nav-header-signin" data-tracking-control-name="article-ssr-frontend-x-article_nav-header-signin" data-tracking-will-navigate> Sign in </a> <a aria-label="Sign in" class="nav__link-person papabear:hidden mamabear:hidden" data-tracking-control-name="article-ssr-frontend-x-article_nav-header-signin" data-tracking-will-navigate 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itemtype="http://schema.org/ListItem" class="breadcrumb inline-block mr-0.5 font-sans text-sm babybear:text-xs text-color-text after:content-['/'] after:text-color-text-low-emphasis after:ml-0.5 after:no-underline last:mr-0 last:after:hidden"> <a itemprop="item" class="breadcrumb__link inline-block link-no-visited-state !text-color-text-low-emphasis" href="https://www.linkedin.com/pulse/topics/home/" data-tracking-control-name="breadcrumb" data-tracking-will-navigate> <span class="font-normal" itemprop="name">All</span> </a> <meta itemprop="position" content="1"> </li> <li itemprop="itemListElement" itemscope itemtype="http://schema.org/ListItem" class="breadcrumb inline-block mr-0.5 font-sans text-sm babybear:text-xs text-color-text after:content-['/'] after:text-color-text-low-emphasis after:ml-0.5 after:no-underline last:mr-0 last:after:hidden"> <a itemprop="item" class="breadcrumb__link inline-block link-no-visited-state !text-color-text-low-emphasis" href="https://www.linkedin.com/pulse/topics/engineering-s166/" data-tracking-control-name="breadcrumb" data-tracking-will-navigate> <span class="font-normal" itemprop="name">Engineering</span> </a> <meta itemprop="position" content="2"> </li> <li itemprop="itemListElement" itemscope itemtype="http://schema.org/ListItem" class="breadcrumb inline-block mr-0.5 font-sans text-sm babybear:text-xs text-color-text after:content-['/'] after:text-color-text-low-emphasis after:ml-0.5 after:no-underline last:mr-0 last:after:hidden"> <a aria-current="page" itemprop="item" class="breadcrumb__link inline-block link-no-visited-state !text-color-text" href="https://www.linkedin.com/pulse/topics/engineering-s166/artificial-intelligence-(ai)-s2407/" data-tracking-control-name="breadcrumb" data-tracking-will-navigate> <span class="font-semibold" itemprop="name">Artificial Intelligence (AI)</span> </a> <meta itemprop="position" content="3"> </li> </ol> </section> <h1 class="pulse-title text-display-md text-color-text lg:text-display-lg font-bold w-11/12 ">You're striving for better decision-making in AI. How can you enhance your critical thinking skills?</h1>  <div class="powered-by-ai py-3 text-sm text-color-text-secondary">Powered by AI and the LinkedIn community</div> <section class="table-of-content pb-6"> <div class="group menu-item relative flex cursor-pointer flex-row justify-start border-0 pl-0" data-chunk-header-id="understand-ai"> <h3 class="text-color-text group-hover:text-color-text-brand">1</h3> <div class="ml-2 mr-6 mt-0.5 min-w-[75%]"> <a class="fragmented-links font-normal !text-color-text underline decoration-1 underline-offset-4 group-hover:!text-color-text-brand" href="#understand-ai" data-tracking-will-navigate data-tracking-control-name="article-ssr-frontend-x-article__toc-article-segment-navigation">Understand AI </a>  </div> <icon class="invisible absolute right-2 top-1/2 flex -translate-y-2/4 items-center justify-between rounded-full border-1 border-solid border-color-container-brand p-1 group-hover:visible" 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text-color-text-brand"></icon> </div> <div class="group menu-item relative flex cursor-pointer flex-row justify-start border-0 pl-0" data-chunk-header-id="explore-options"> <h3 class="text-color-text group-hover:text-color-text-brand">3</h3> <div class="ml-2 mr-6 mt-0.5 min-w-[75%]"> <a class="fragmented-links font-normal !text-color-text underline decoration-1 underline-offset-4 group-hover:!text-color-text-brand" href="#explore-options" data-tracking-will-navigate data-tracking-control-name="article-ssr-frontend-x-article__toc-article-segment-navigation">Explore Options </a>  </div> <icon class="invisible absolute right-2 top-1/2 flex -translate-y-2/4 items-center justify-between rounded-full border-1 border-solid border-color-container-brand p-1 group-hover:visible" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/6q8fxh9snmcwlh1wxg6fktwgf" data-svg-class-name="w-2 h-2 text-color-text-brand"></icon> </div> <div class="group menu-item relative flex cursor-pointer flex-row 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group-hover:text-color-text-brand">5</h3> <div class="ml-2 mr-6 mt-0.5 min-w-[75%]"> <a class="fragmented-links font-normal !text-color-text underline decoration-1 underline-offset-4 group-hover:!text-color-text-brand" href="#reflect-continuously" data-tracking-will-navigate data-tracking-control-name="article-ssr-frontend-x-article__toc-article-segment-navigation">Reflect Continuously </a>  </div> <icon class="invisible absolute right-2 top-1/2 flex -translate-y-2/4 items-center justify-between rounded-full border-1 border-solid border-color-container-brand p-1 group-hover:visible" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/6q8fxh9snmcwlh1wxg6fktwgf" data-svg-class-name="w-2 h-2 text-color-text-brand"></icon> </div> <div class="group menu-item relative flex cursor-pointer flex-row justify-start border-0 pl-0" data-chunk-header-id="collaborate-widely"> <h3 class="text-color-text group-hover:text-color-text-brand">6</h3> <div class="ml-2 mr-6 mt-0.5 min-w-[75%]"> <a class="fragmented-links font-normal !text-color-text underline decoration-1 underline-offset-4 group-hover:!text-color-text-brand" href="#collaborate-widely" data-tracking-will-navigate data-tracking-control-name="article-ssr-frontend-x-article__toc-article-segment-navigation">Collaborate Widely </a>  </div> <icon class="invisible absolute right-2 top-1/2 flex -translate-y-2/4 items-center justify-between rounded-full border-1 border-solid border-color-container-brand p-1 group-hover:visible" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/6q8fxh9snmcwlh1wxg6fktwgf" data-svg-class-name="w-2 h-2 text-color-text-brand"></icon> </div> </section> <div class="x-article-introduction"> <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>In the rapidly evolving field of Artificial Intelligence (AI), making informed and strategic decisions is crucial. AI refers to the simulation of human intelligence in machines that are programmed to think like humans and mimic their actions. As someone involved in AI, you're aware that the ability to make better decisions can significantly impact the success of your projects. Enhancing your critical thinking skills is not just beneficial; it's essential. Critical thinking in AI involves systematically evaluating information, questioning assumptions, and considering various outcomes before making a decision. It's a skill that can be honed with practice and dedication, leading to more effective and reliable AI systems.</span> </p> </div> </div> </div> </div> </div> <div class="column-article-segment-contributions md:column md:w-1/2"> <code id="shouldExpandContributionBox" style="display: none"></code> <div class="x-featured-expert-section__wrapper flex h-full flex-1 flex-col"> <div class="x-featured-expert-section h-full"> <div class="x-featured-expert-section__article-experts"> <div class="x-featured-expert-section__title mt-2 pb-0.5 text-xl font-bold text-color-text"> Top experts in this article </div> <div class="x-featured-expert-section__subtitle pb-3 text-sm text-color-text-secondary"> Selected by the community from 190 contributions. <a href="https://www.linkedin.com/help/linkedin/answer/a1652832" target="_blank" aria-label="Learn more about collaborative articles" data-tracking-control-name="article-ssr-frontend-x-article__featured-expert-learn-more-link" 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sm:pl-0.5 text-md font-bold hidden md:block">Like</span> </div> <div class="selected-reaction--PRAISE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Celebrate" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/czva5w81r4b0pjr7sh5r4nbw9"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Celebrate</span> </div> <div class="selected-reaction--APPRECIATION flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Support" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8kvqqk9m1eu5ffqkdlum1ka1m"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Support</span> </div> <div class="selected-reaction--EMPATHY flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Love" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5yukss5d7kh4xrbd5642z6tk0"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Love</span> </div> <div class="selected-reaction--INTEREST flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Insightful" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/es4dlamdpym2zbuhglwx2cuz0"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Insightful</span> </div> <div class="selected-reaction--ENTERTAINMENT flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Funny" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e0rqrq0h755yqqu59fy047ayt"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Funny</span> </div> </div> </template> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs contribution-social-activity__social-actions before:middot flex items-center justify-start gap-1 pr-1 before:mx-0.5" data-sap-comment-urn="urn:li:comment:(articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399952429057),7248098680891670528)"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" role="button" aria-label="14 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="14" data-singular="%numReactions%" data-plural="%numReactions%" data-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399952429057),7248098680891670528)" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 14 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div>  </div>  </li> <li class="contribution" data-contribution-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399952429057),7247846743931768832)" data-contributor-urn="urn:li:member:867603957" data-contribution-tracking-id="YgVZRv8lhZiUgSVkLhqBnA==" data-is-logged-in="false"> <div class="flex items-center justify-between"> <a href="https://in.linkedin.com/in/cse-yadav-ankit?trk=article-ssr-frontend-x-article" target="_blank" data-tracking-control-name="comment_actor" data-tracking-will-navigate class="contribution__lockup relative flex items-center overflow-hidden pr-1 font-sans hover:no-underline focus:no-underline xs:left-[-56px]"> <figure class="top-[4px] inline-flex lg:hidden"> <img class="inline-block relative rounded-[50%] w-4 h-4 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <figure class="top-[4px] hidden lg:inline-flex"> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <div class="min-w-0 ml-2"> <div class="flex items-center"> <span class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> Ankit Yadav </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> LinkedIn 10x Top Voice | GCP 2x Certified | Expert @Code360 | LeetCode(500+) | Java | Data Structures Algorithms | Web Dev | ML Models | AI | Computer Engineering </p> </div> </a> <div class="flex items-center">  <div class="ellipsis-menu absolute right-0 top-0 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data-tracking-control-name="comment-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="AUTO_GENERATED_SKILL_ARTICLE_CONTRIBUTION" data-semaphore-content-urn="urn:li:comment:(articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399952429057),7247846743931768832)" data-semaphore-author-urn="urn:li:member:867603957" data-semaphore-tracking-prefix="comment-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary mx-0.25 flex items-center w-full py-1 px-2 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint hover:bg-color-background-container-tint " role="menuitem">  <icon data-svg-class-name=" ellipsis-menu__item-icon text-color-icon h-[20px] w-[auto] mr-1 flex " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/eo60762wicg7snl6mo020acft"></icon> <span class=" 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You'll no longer see this contribution</p> </template> </li>  </ul>  </div> </div> <code id="contributionCopyLink" style="display: none"></code> <code id="contributionCopyFail" style="display: none"></code> <code id="contributionCopyUnsupported" style="display: none"></code> </div> </div> <div class="contribution__container left__border -mb-2 -mt-1 animate-show ml-0 pl-0 md:ml-[-41px] md:pl-[32px] pr-0 lg:ml-[-33px] lg:pl-[40px] lg:pr-1 pt-2 pb-4 left__border--show"> <div class="flex flex-col justify-between lg:flex-col"> <div class="flex items-center justify-between gap-1"> </div> </div> <div class="contribution__text-wrapper relative"> <p class="contribution__text mb-1 whitespace-pre-wrap pt-1 text-md leading-open text-color-text md:mb-0 md:pt-0 line-clamp-5 lg:text-lg" data-tracking-control-name="comment_text">-Develop Deep Understanding of AI -Explore fundamental concepts of AI,ML,Data Science -Understand Algorithms,Models & trade offs between various approaches -Practice 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relative right-1 flex flex-row items-center justify-start gap-1"> <div class="contribution-social-activity inline-flex items-center justify-start"> <code id="i18n_reaction_selection_state" style="display: none"></code> <div class="reactions-menu flex flex-row relative items-center justify-center select-none [-webkit-user-select:none] pointer-events-auto contribution-social-activity__reactions-menu " data-accessory-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399952429057),7247846743931768832)" data-reactions-count="12"> <a class="reactions-menu__link text-color-text contribution-social-activity__button flex items-center btn-sm btn-tertiary justify-center sm:flex-row sm:text-sm rounded-sm px-0.5 relative h-6 cursor-pointer w-full contribution-social-activity__reactions-menu " href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fadvice%2F0%2Fyoure-striving-better-decision-making-ai-ptnfc&trk=article-ssr-frontend-x-article_contribution-social-activity_like-cta" target="_blank" data-tracking-control-name="article-ssr-frontend-x-article_contribution-social-activity_reactions-cta" data-parent-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399952429057),7247846743931768832)" data-tracking-will-navigate data-accessory-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399952429057),7247846743931768832)" data-reactions-count="12">  <div class="like-button-default flex flex-row items-center "> <icon class="contribution-social-activity__icon w-[24px] h-[24px] mr-0.5 sm:m-0" data-svg-class-name="contribution-social-activity__icon w-[24px] h-[24px] mr-0.5 sm:m-0--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e2cf8dn8tvjcu9gl3qcxhw31q"> </icon> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Like</span> </div> </a> </div> <template id="selected-reaction"> <div> <div class="selected-reaction--LIKE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Like" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/7ze70iqo2l1rn7hwfoykiwjod"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Like</span> </div> <div class="selected-reaction--PRAISE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Celebrate" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/czva5w81r4b0pjr7sh5r4nbw9"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Celebrate</span> </div> <div class="selected-reaction--APPRECIATION flex flex-row 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Engaging with real-world problems through case studies can enhance analytical skills and help apply theoretical knowledge practically. Questioning data and models is vital to uncover biases, ensuring more ethical outcomes in our AI applications. Staying informed about trends in Responsible AI and participating in communities fosters a culture of collaboration and shared learning. Utilizing decision-making frameworks like SWOT analysis adds structure to our approach. Let’s keep pushing for these practices to improve AI decision-making! </div> </div> </button>  </li> <li class="contribution" data-contribution-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399952429057),7258569061905616896)" data-contributor-urn="urn:li:member:804544544" data-contribution-tracking-id="X0Hc/mHK2xgyMPIomWChtg==" data-is-logged-in="false"> <div class="flex items-center justify-between"> <a href="https://in.linkedin.com/in/nandi-bishal?trk=article-ssr-frontend-x-article" target="_blank" data-tracking-control-name="comment_actor" data-tracking-will-navigate class="contribution__lockup relative flex items-center overflow-hidden pr-1 font-sans hover:no-underline focus:no-underline xs:left-[-56px]"> <figure class="top-[4px] inline-flex lg:hidden"> <img class="inline-block relative rounded-[50%] w-4 h-4 " 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class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> Bishal Nandi ↗️ </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> AI-driven Tomorrow 🚀 | *100k+ Followers Twitter(X) | Growth Marketer: I help companies leverage AI tools, optimise their marketing, & drive revenue growth | 📥 DM for Collaboration| </p> </div> </a> <div class="flex items-center">  <div class="ellipsis-menu absolute right-0 top-0 contribution-control-menu relative" data-feed-action="show-comment-dropdown" data-id="comment__ellipsis-menu" data-feed-control="control_menu" data-tracking-control-name="comment_control_menu" data-feed-action-type="expandControl" data-feed-action-category="expand"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] 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Practice problem-solving by tackling real-world scenarios and collaborating with peers. Use AI tools to simulate different outcomes and refine your strategies. Remember, critical thinking is about being curious, open-minded, and reflective. 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tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/37hg81qnm85dsy5mbqfifg9qs" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 10 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  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class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> Mehar zargar </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> Freelance Journalist | Visual Artist | SEO Expert | Copywriter | Content Strategist | Brand Management </p> </div> </a> <div class="flex items-center">  <div class="ellipsis-menu absolute right-0 top-0 contribution-control-menu relative" data-feed-action="show-comment-dropdown" data-id="comment__ellipsis-menu" data-feed-control="control_menu" data-tracking-control-name="comment_control_menu" data-feed-action-type="expandControl" data-feed-action-category="expand"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] flex justify-center w-[40px] 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I would seek diverse perspectives and data, define clear objectives, and challenge assumptions and biases. Analyzing evidence and evaluating sources would help me to consider multiple scenarios and outcomes. Reflecting on past decisions fosters learning, while staying updated on AI advancements would keep my knowledge current. </p> <button class="contribution__see-more-button absolute bottom-0 right-0 hidden cursor-pointer border-0 bg-color-surface p-0 text-md leading-open text-color-text-secondary hover:text-color-action hover:underline lg:text-lg" data-tracking-control-name="comment_expand" data-feed-control="comment_expand" data-feed-action-type="expandContributionText" data-feed-action-category="EXPAND" role="button" type="button">…see more</button> </div>  <div class="contribution__social-action-bar relative right-1 flex flex-row items-center justify-start gap-1"> <div class="contribution-social-activity inline-flex items-center justify-start"> <code id="i18n_reaction_selection_state" style="display: none"></code> <div class="reactions-menu flex flex-row relative items-center justify-center select-none [-webkit-user-select:none] pointer-events-auto 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class="article-segment-content-container "> <div id="content-urn_li_articleSegment__urn_li_linkedInArticle_7247670397742030848_7247670399956647937_"> <div class="article-main__content" data-test-id="publishing-text-block"> <h2 class="flex"> <a id="question-data" href="#question-data" class="dummy-anchor invisible absolute mt-[-100px]"></a> <span class="header-index pr-1.5">2</span> <span class>Question Data</span> </h2> </div> <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>Data is the lifeblood of AI, but it's not infallible. 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sm:pl-0.5 text-md font-bold hidden md:block">Like</span> </div> <div class="selected-reaction--PRAISE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Celebrate" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/czva5w81r4b0pjr7sh5r4nbw9"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Celebrate</span> </div> <div class="selected-reaction--APPRECIATION flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Support" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8kvqqk9m1eu5ffqkdlum1ka1m"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Support</span> </div> <div class="selected-reaction--EMPATHY flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Love" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5yukss5d7kh4xrbd5642z6tk0"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Love</span> </div> <div class="selected-reaction--INTEREST flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Insightful" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/es4dlamdpym2zbuhglwx2cuz0"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Insightful</span> </div> <div class="selected-reaction--ENTERTAINMENT flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Funny" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e0rqrq0h755yqqu59fy047ayt"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Funny</span> </div> </div> </template> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs contribution-social-activity__social-actions before:middot flex items-center justify-start gap-1 pr-1 before:mx-0.5" data-sap-comment-urn="urn:li:comment:(articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399956647937),7248098726282432514)"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" role="button" aria-label="12 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="12" data-singular="%numReactions%" data-plural="%numReactions%" data-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399956647937),7248098726282432514)" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 12 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div>  </div>  </li> <li class="contribution" data-contribution-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399956647937),7247907139015380994)" data-contributor-urn="urn:li:member:557247" data-contribution-tracking-id="0MxUq0bmOPX4J2ALVma5Kg==" data-is-logged-in="false"> <div class="flex items-center justify-between"> <a href="https://ch.linkedin.com/in/roblienhard?trk=article-ssr-frontend-x-article" target="_blank" data-tracking-control-name="comment_actor" data-tracking-will-navigate class="contribution__lockup relative flex items-center overflow-hidden pr-1 font-sans hover:no-underline focus:no-underline xs:left-[-56px]"> <figure class="top-[4px] inline-flex lg:hidden"> <img class="inline-block relative rounded-[50%] w-4 h-4 " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQE2aevOj89lEQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1729780405199?e=2147483647&v=beta&t=zcfzqsQTxBTLltR4_I67kk2avscghWvN840INC_Vlyc" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <figure class="top-[4px] hidden lg:inline-flex"> <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQE2aevOj89lEQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1729780405199?e=2147483647&v=beta&t=zcfzqsQTxBTLltR4_I67kk2avscghWvN840INC_Vlyc" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <div class="min-w-0 ml-2"> <div class="flex items-center"> <span class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> Robert Lienhard </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> Veteran Global Lead SAP Talent Attraction🌍Passionate about the human-centric approach in AI and Industry 5.0👏Servant Leadership & Emotional Intelligence Advocate💪Convinced Humanist & Libertarian👍 </p> </div> </a> <div class="flex items-center">  <div class="ellipsis-menu absolute right-0 top-0 contribution-control-menu relative" data-feed-action="show-comment-dropdown" data-id="comment__ellipsis-menu" data-feed-control="control_menu" data-tracking-control-name="comment_control_menu" data-feed-action-type="expandControl" data-feed-action-category="expand"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] flex justify-center w-[40px] min-w-[40px]" aria-expanded="false" aria-label="Open menu" data-tracking-control-name="article-ssr-frontend-x-article_ellipsis-menu-trigger" tabindex="0"> 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href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fadvice%2F0%2Fyoure-striving-better-decision-making-ai-ptnfc&trk=comment-semaphore-sign-in-redirect&guestReportContentType=AUTO_GENERATED_SKILL_ARTICLE_CONTRIBUTION&_f=guest-reporting" data-tracking-control-name="comment-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="AUTO_GENERATED_SKILL_ARTICLE_CONTRIBUTION" data-semaphore-content-urn="urn:li:comment:(articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399956647937),7247907139015380994)" data-semaphore-author-urn="urn:li:member:557247" data-semaphore-tracking-prefix="comment-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary mx-0.25 flex items-center w-full py-1 px-2 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint 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You'll no longer see this contribution</p> </template> </li>  </ul>  </div> </div> <code id="contributionCopyLink" style="display: none"></code> <code id="contributionCopyFail" style="display: none"></code> <code id="contributionCopyUnsupported" style="display: none"></code> </div> </div> <div class="contribution__container left__border -mb-2 -mt-1 animate-show ml-0 pl-0 md:ml-[-41px] md:pl-[32px] pr-0 lg:ml-[-33px] lg:pl-[40px] lg:pr-1 pt-2 pb-4"> <div class="flex flex-col justify-between lg:flex-col"> <div class="flex items-center justify-between gap-1"> </div> </div> <div class="contribution__text-wrapper relative"> <p class="contribution__text mb-1 whitespace-pre-wrap pt-1 text-md leading-open text-color-text md:mb-0 md:pt-0 line-clamp-5 lg:text-lg" data-tracking-control-name="comment_text">QUESTION DATA TO IMPROVE OUTCOMES Questioning the data behind AI models is crucial for critical thinking. In my view, not all data is created equal, and it’s important to examine its source, quality, and relevance. By asking where the data comes from, whether it’s biased, or if it’s representative of the real-world problem we are solving, I can assess whether the AI outputs are trustworthy. Furthermore, questioning data encourages me to remain skeptical of initial results. By diving deeper into the data and its context, I am better equipped to make decisions that consider both the strengths and potential pitfalls of AI-driven insights.</p> <button class="contribution__see-more-button absolute bottom-0 right-0 hidden cursor-pointer border-0 bg-color-surface p-0 text-md leading-open text-color-text-secondary hover:text-color-action hover:underline lg:text-lg" data-tracking-control-name="comment_expand" data-feed-control="comment_expand" data-feed-action-type="expandContributionText" data-feed-action-category="EXPAND" role="button" type="button">…see more</button> </div>  <div class="contribution__social-action-bar relative right-1 flex flex-row items-center justify-start gap-1"> <div class="contribution-social-activity inline-flex items-center justify-start"> <code id="i18n_reaction_selection_state" style="display: none"></code> <div class="reactions-menu flex flex-row relative items-center justify-center select-none [-webkit-user-select:none] pointer-events-auto contribution-social-activity__reactions-menu " data-accessory-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399956647937),7247907139015380994)" data-reactions-count="10"> <a class="reactions-menu__link text-color-text contribution-social-activity__button flex items-center btn-sm btn-tertiary justify-center sm:flex-row sm:text-sm rounded-sm px-0.5 relative h-6 cursor-pointer w-full contribution-social-activity__reactions-menu " href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fadvice%2F0%2Fyoure-striving-better-decision-making-ai-ptnfc&trk=article-ssr-frontend-x-article_contribution-social-activity_like-cta" target="_blank" data-tracking-control-name="article-ssr-frontend-x-article_contribution-social-activity_reactions-cta" data-parent-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399956647937),7247907139015380994)" data-tracking-will-navigate data-accessory-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399956647937),7247907139015380994)" data-reactions-count="10">  <div class="like-button-default flex flex-row items-center "> <icon class="contribution-social-activity__icon w-[24px] h-[24px] mr-0.5 sm:m-0" data-svg-class-name="contribution-social-activity__icon w-[24px] h-[24px] mr-0.5 sm:m-0--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e2cf8dn8tvjcu9gl3qcxhw31q"> </icon> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Like</span> </div> </a> </div> <template id="selected-reaction"> <div> <div class="selected-reaction--LIKE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Like" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/7ze70iqo2l1rn7hwfoykiwjod"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Like</span> </div> <div class="selected-reaction--PRAISE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Celebrate" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/czva5w81r4b0pjr7sh5r4nbw9"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Celebrate</span> </div> <div class="selected-reaction--APPRECIATION flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Support" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8kvqqk9m1eu5ffqkdlum1ka1m"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Support</span> </div> <div class="selected-reaction--EMPATHY flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Love" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5yukss5d7kh4xrbd5642z6tk0"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Love</span> </div> <div class="selected-reaction--INTEREST flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Insightful" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/es4dlamdpym2zbuhglwx2cuz0"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Insightful</span> </div> <div class="selected-reaction--ENTERTAINMENT flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Funny" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e0rqrq0h755yqqu59fy047ayt"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Funny</span> </div> </div> </template> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs contribution-social-activity__social-actions before:middot flex items-center justify-start gap-1 pr-1 before:mx-0.5" data-sap-comment-urn="urn:li:comment:(articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399956647937),7247907139015380994)"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" role="button" aria-label="10 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="10" data-singular="%numReactions%" data-plural="%numReactions%" data-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399956647937),7247907139015380994)" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="INTEREST" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4v7dh2d6cuqm24mzps1pqzeqt" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cjrxeu0ese8oxe32kiom8kzoh" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 10 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div>  </div>  </li> <li class="contribution" data-contribution-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399956647937),7248298602924498944)" data-contributor-urn="urn:li:member:768734290" data-contribution-tracking-id="i11py5fmU1KIlV6T0Kx9Nw==" data-is-logged-in="false"> <div class="flex items-center justify-between"> <a href="https://in.linkedin.com/in/saijeevanpuchakayala?trk=article-ssr-frontend-x-article" target="_blank" data-tracking-control-name="comment_actor" data-tracking-will-navigate class="contribution__lockup relative flex items-center overflow-hidden pr-1 font-sans hover:no-underline focus:no-underline xs:left-[-56px]"> <figure class="top-[4px] inline-flex lg:hidden"> <img class="inline-block relative rounded-[50%] w-4 h-4 " 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class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> Sai Jeevan Puchakayala </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> 🤖 AI/ML Consultant & Tech Lead at SL2 🏢 | ✨ Solopreneur on a Mission | 🎛️ MLOps Expert | 🌍 Empowering GenZ & Genα with Cutting-Edge AI Solutions | ⚡ Epoch 22, Training for Life’s Next Big Model </p> </div> </a> <div class="flex items-center">  <div class="ellipsis-menu absolute right-0 top-0 contribution-control-menu relative" data-feed-action="show-comment-dropdown" data-id="comment__ellipsis-menu" data-feed-control="control_menu" data-tracking-control-name="comment_control_menu" data-feed-action-type="expandControl" data-feed-action-category="expand"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center 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id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div>  </div>  </li> <li class="contribution" data-contribution-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399956647937),7250918700285841408)" data-contributor-urn="urn:li:member:1286927713" data-contribution-tracking-id="FpAwiSkVS4vVfjY+NSOkoA==" data-is-logged-in="false"> <div class="flex items-center justify-between"> <a href="https://uk.linkedin.com/in/asma-jalal-a01ba52ba?trk=article-ssr-frontend-x-article" target="_blank" data-tracking-control-name="comment_actor" data-tracking-will-navigate class="contribution__lockup relative flex items-center overflow-hidden pr-1 font-sans hover:no-underline focus:no-underline xs:left-[-56px]"> <figure class="top-[4px] inline-flex lg:hidden"> <img class="inline-block relative rounded-[50%] w-4 h-4 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <figure class="top-[4px] hidden lg:inline-flex"> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <div class="min-w-0 ml-2"> <div class="flex items-center"> <span class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> Asma Jalal </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> Transformative Data 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Incorporate diverse datasets to avoid bias and increase robustness. Apply logical reasoning and pattern recognition algorithms to assess data relevance and context. Regularly question assumptions, analyze alternative outcomes, and weigh potential biases in training data. Foster adaptability by continuously learning from real-world feedback and errors. Lastly, integrate transparency and explainability in AI models to facilitate human understanding and improve trust in decision-making processes.</p> <button class="contribution__see-more-button absolute bottom-0 right-0 hidden cursor-pointer border-0 bg-color-surface p-0 text-md leading-open text-color-text-secondary hover:text-color-action hover:underline lg:text-lg" data-tracking-control-name="comment_expand" data-feed-control="comment_expand" data-feed-action-type="expandContributionText" data-feed-action-category="EXPAND" role="button" type="button">…see more</button> </div>  <div class="contribution__social-action-bar relative right-1 flex flex-row items-center justify-start gap-1"> <div class="contribution-social-activity inline-flex items-center justify-start"> <code id="i18n_reaction_selection_state" style="display: none"></code> <div class="reactions-menu flex flex-row relative items-center justify-center select-none [-webkit-user-select:none] pointer-events-auto 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sm:pl-0.5 text-md font-bold hidden md:block">Like</span> </div> <div class="selected-reaction--PRAISE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Celebrate" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/czva5w81r4b0pjr7sh5r4nbw9"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Celebrate</span> </div> <div class="selected-reaction--APPRECIATION flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Support" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8kvqqk9m1eu5ffqkdlum1ka1m"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Support</span> </div> <div class="selected-reaction--EMPATHY flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" 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md:block">Funny</span> </div> </div> </template> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs contribution-social-activity__social-actions before:middot flex items-center justify-start gap-1 pr-1 before:mx-0.5" data-sap-comment-urn="urn:li:comment:(articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399956647937),7250918700285841408)"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" role="button" aria-label="7 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="7" data-singular="%numReactions%" data-plural="%numReactions%" data-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399956647937),7250918700285841408)" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/37hg81qnm85dsy5mbqfifg9qs" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 7 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div>  </div>  </li> <li class="contribution" data-contribution-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399956647937),7247709122521952256)" data-contributor-urn="urn:li:member:32165715" data-contribution-tracking-id="OgGcldtlpZAcXKp8x5Ofbg==" data-is-logged-in="false"> <div class="flex items-center justify-between"> <a href="https://es.linkedin.com/in/antonio-serrano-acitores/en?trk=article-ssr-frontend-x-article" target="_blank" data-tracking-control-name="comment_actor" data-tracking-will-navigate class="contribution__lockup relative flex items-center overflow-hidden pr-1 font-sans hover:no-underline focus:no-underline xs:left-[-56px]"> <figure class="top-[4px] inline-flex lg:hidden"> <img class="inline-block relative rounded-[50%] w-4 h-4 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <figure class="top-[4px] hidden lg:inline-flex"> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <div class="min-w-0 ml-2"> <div class="flex items-center"> <span class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> Antonio Serrano Acitores </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> Expert in #ArtificialIntelligence | Entrepreneur, Professor and Lawyer | #Metaverse. #Leadership, #Innovation, #Law and Real Estate </p> </div> </a> <div class="flex items-center">  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This critical approach helps mitigate risks and enhances the accuracy of AI-driven decisions, making your systems more trustworthy and effective.</p> <button class="contribution__see-more-button absolute bottom-0 right-0 hidden cursor-pointer border-0 bg-color-surface p-0 text-md leading-open text-color-text-secondary hover:text-color-action hover:underline lg:text-lg" data-tracking-control-name="comment_expand" data-feed-control="comment_expand" data-feed-action-type="expandContributionText" data-feed-action-category="EXPAND" role="button" type="button">…see more</button> </div>  <div class="contribution__social-action-bar relative right-1 flex flex-row items-center justify-start gap-1"> <div class="contribution-social-activity inline-flex items-center justify-start"> <code id="i18n_reaction_selection_state" style="display: none"></code> <div class="reactions-menu flex flex-row relative items-center justify-center select-none [-webkit-user-select:none] pointer-events-auto 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SAP Talent Attraction🌍Passionate about the human-centric approach in AI and Industry 5.0👏Servant Leadership & Emotional Intelligence Advocate💪Convinced Humanist & Libertarian👍 </p> </div> </a> <div class="flex items-center">  <div class="ellipsis-menu absolute right-0 top-0 contribution-control-menu relative" data-feed-action="show-comment-dropdown" data-id="comment__ellipsis-menu" data-feed-control="control_menu" data-tracking-control-name="comment_control_menu" data-feed-action-type="expandControl" data-feed-action-category="expand"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] flex justify-center w-[40px] min-w-[40px]" aria-expanded="false" aria-label="Open menu" data-tracking-control-name="article-ssr-frontend-x-article_ellipsis-menu-trigger" tabindex="0"> 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I believe that it’s important to look beyond the most obvious solutions and consider alternative approaches. Whether it's testing different AI models, using various data sources, or applying different algorithms, expanding the range of possible options allows for more comprehensive decision-making. By evaluating multiple pathways, I can assess the pros and cons of each, ensuring that I am not rushing into decisions based on limited information. 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</div> </div>  </div>  </div>  </li> <li class="contribution" data-contribution-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399965011968),7247921707624124416)" data-contributor-urn="urn:li:member:2002663" data-contribution-tracking-id="OCihzcax7ZZiCF5tQUza5Q==" data-is-logged-in="false"> <div class="flex items-center justify-between"> <a href="https://www.linkedin.com/in/jamalnajmi?trk=article-ssr-frontend-x-article" target="_blank" data-tracking-control-name="comment_actor" data-tracking-will-navigate class="contribution__lockup relative flex items-center overflow-hidden pr-1 font-sans hover:no-underline focus:no-underline xs:left-[-56px]"> <figure class="top-[4px] inline-flex lg:hidden"> <img class="inline-block relative rounded-[50%] w-4 h-4 " 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class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> Jamal Najmi </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> Artificial Intelligence, Data Analytics, Process Automation, and Digital Transformation </p> </div> </a> <div class="flex items-center">  <div class="ellipsis-menu absolute right-0 top-0 contribution-control-menu relative" data-feed-action="show-comment-dropdown" data-id="comment__ellipsis-menu" data-feed-control="control_menu" data-tracking-control-name="comment_control_menu" data-feed-action-type="expandControl" data-feed-action-category="expand"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] flex justify-center w-[40px] min-w-[40px]" 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This could mean testing various algorithms, adjusting settings, or even thinking about whether AI is the right tool for the job. By looking at all possibilities, you may discover new, creative solutions that work better. Sometimes, the less obvious choice in AI can lead to big breakthroughs.</p> <button class="contribution__see-more-button absolute bottom-0 right-0 hidden cursor-pointer border-0 bg-color-surface p-0 text-md leading-open text-color-text-secondary hover:text-color-action hover:underline lg:text-lg" data-tracking-control-name="comment_expand" data-feed-control="comment_expand" data-feed-action-type="expandContributionText" data-feed-action-category="EXPAND" role="button" type="button">…see more</button> </div>  <div class="contribution__social-action-bar relative right-1 flex flex-row items-center justify-start gap-1"> <div class="contribution-social-activity inline-flex items-center justify-start"> <code id="i18n_reaction_selection_state" style="display: none"></code> <div class="reactions-menu flex flex-row relative items-center justify-center select-none [-webkit-user-select:none] pointer-events-auto contribution-social-activity__reactions-menu " 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</div> </div>  </div>  </div>  </li> <li class="contribution" data-contribution-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399965011968),7248707953506095104)" data-contributor-urn="urn:li:member:77861170" data-contribution-tracking-id="3Stzs1FOpwtLDC7Fju3ojQ==" data-is-logged-in="false"> <div class="flex items-center justify-between"> <a href="https://uk.linkedin.com/in/gurmit-singh-m-sc-66a0aa22?trk=article-ssr-frontend-x-article" target="_blank" data-tracking-control-name="comment_actor" data-tracking-will-navigate class="contribution__lockup relative flex items-center overflow-hidden pr-1 font-sans hover:no-underline focus:no-underline xs:left-[-56px]"> <figure class="top-[4px] inline-flex lg:hidden"> <img class="inline-block relative rounded-[50%] w-4 h-4 " 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class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> Gurmit Singh M.Sc </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> Senior Smart City Initiatives Specialist </p> </div> </a> <div class="flex items-center">  <div class="ellipsis-menu absolute right-0 top-0 contribution-control-menu relative" data-feed-action="show-comment-dropdown" data-id="comment__ellipsis-menu" data-feed-control="control_menu" data-tracking-control-name="comment_control_menu" data-feed-action-type="expandControl" data-feed-action-category="expand"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] flex justify-center w-[40px] min-w-[40px]" aria-expanded="false" aria-label="Open menu" 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You'll no longer see this contribution</p> </template> </li>  </ul>  </div> </div> <code id="contributionCopyLink" style="display: none"></code> <code id="contributionCopyFail" style="display: none"></code> <code id="contributionCopyUnsupported" style="display: none"></code> </div> </div> <div class="contribution__container left__border -mb-2 -mt-1 animate-show ml-0 pl-0 md:ml-[-41px] md:pl-[32px] pr-0 lg:ml-[-33px] lg:pl-[40px] lg:pr-1 pt-2 pb-4"> <div class="flex flex-col justify-between lg:flex-col"> <div class="flex items-center justify-between gap-1"> </div> </div> <div class="contribution__text-wrapper relative"> <p class="contribution__text mb-1 whitespace-pre-wrap pt-1 text-md leading-open text-color-text md:mb-0 md:pt-0 line-clamp-5 lg:text-lg" data-tracking-control-name="comment_text">Exploring options is all about trade off, if this option is taken then this will be the outcome, if another option is taken the outcome will be different. This will come down which option fits the business objective. In one instance KNN could be the ideal Machine Learning alogrhythm but in another it may not. One such example, could be very large vector databases, to use KNN will have a colossal Impact on compute. But a better option Approximate KNN (AKNN), which yield very good results in sentiment analysis but less demand on compute.</p> <button class="contribution__see-more-button absolute bottom-0 right-0 hidden cursor-pointer border-0 bg-color-surface p-0 text-md leading-open text-color-text-secondary hover:text-color-action hover:underline lg:text-lg" data-tracking-control-name="comment_expand" data-feed-control="comment_expand" data-feed-action-type="expandContributionText" data-feed-action-category="EXPAND" role="button" type="button">…see more</button> </div>  <div class="contribution__social-action-bar relative right-1 flex flex-row items-center justify-start gap-1"> <div class="contribution-social-activity inline-flex items-center justify-start"> <code id="i18n_reaction_selection_state" style="display: none"></code> <div class="reactions-menu flex flex-row relative items-center justify-center select-none [-webkit-user-select:none] pointer-events-auto 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class="article-segment-content-container "> <div id="content-urn_li_articleSegment__urn_li_linkedInArticle_7247670397742030848_7247670399969157122_"> <div class="article-main__content" data-test-id="publishing-text-block"> <h2 class="flex"> <a id="evaluate-risks" href="#evaluate-risks" class="dummy-anchor invisible absolute mt-[-100px]"></a> <span class="header-index pr-1.5">4</span> <span class>Evaluate Risks</span> </h2> </div> <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>Risk evaluation is a critical component of decision-making in AI. Assess the potential consequences of each option, including the impact on system performance, user experience, and ethical considerations. Understanding these risks allows you to weigh them against the benefits and make choices that align with your goals while minimizing negative outcomes. This kind of foresight is what sets apart good decision-making from great decision-making in AI.</span> </p> </div> </div> </div> </div> </div> <div class="column-article-segment-contributions md:column md:pb-[200px] md:w-1/2"> <div class="article-segment-contributions-header-container bg-color-canvas-tint md:ml-[-12px] md:pt-6 lg:ml-0 sticky-on-scroll mt-1 ">  <div class="add-your-perspective-section relative flex flex-row items-center " data-segment-urn="urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399969157122)" data-test-add-contribution> <code id="add_your_perspective_tracking_prefix" style="display: none"></code> <code id="isGuest" style="display: none"></code> <code id="showFuseErrorMessage" style="display: none"></code> <div class="mb-2"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fadvice%2F0%2Fyoure-striving-better-decision-making-ai-ptnfc&trk=article-ssr-frontend-x-article" target="_self" 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hover:bg-color-background-container-tint " role="menuitem">  <icon data-svg-class-name=" ellipsis-menu__item-icon text-color-icon h-[20px] w-[auto] mr-1 flex " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/eo60762wicg7snl6mo020acft"></icon> <span class=" ellipsis-menu__item-text inline-block text-color-text font-semibold ">Report contribution</span> </a>  <template id="comment-reported-card-template"> <p class="comment-reported-card bg-color-background-container p-2 text-sm font-medium text-color-text-secondary"> Thanks for letting us know! You'll no longer see this contribution</p> </template> </li>  </ul>  </div> </div> <code id="contributionCopyLink" style="display: none"></code> <code id="contributionCopyFail" style="display: none"></code> <code id="contributionCopyUnsupported" style="display: none"></code> </div> </div> <div class="contribution__container left__border -mb-2 -mt-1 animate-show ml-0 pl-0 md:ml-[-41px] md:pl-[32px] pr-0 lg:ml-[-33px] lg:pl-[40px] lg:pr-1 pt-2 pb-4"> <div class="flex flex-col justify-between lg:flex-col"> <div class="flex items-center justify-between gap-1"> </div> </div> <div class="contribution__text-wrapper relative"> <p class="contribution__text mb-1 whitespace-pre-wrap pt-1 text-md leading-open text-color-text md:mb-0 md:pt-0 line-clamp-5 lg:text-lg" data-tracking-control-name="comment_text">EVALUATE RISKS TO MAKE INFORMED CHOICES Evaluating risks is essential for making better decisions in AI. In my opinion, every AI solution carries some degree of risk, whether it’s related to data privacy, model bias, or long-term sustainability. Being aware of these risks and actively assessing their potential impact helps me approach AI decisions with greater caution and responsibility. Considering risks allows me to weigh the trade-offs of different choices, ensuring I’m prepared to manage any negative outcomes. 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</div> </div>  </div>  </div>  </li> <li class="contribution" data-contribution-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399969157122),7247883130819215360)" data-contributor-urn="urn:li:member:475815236" data-contribution-tracking-id="JxAFmVHeaYTsthwWo7YDhg==" data-is-logged-in="false"> <div class="flex items-center justify-between"> <a href="https://fr.linkedin.com/in/jessicavuottomasse?trk=article-ssr-frontend-x-article" target="_blank" data-tracking-control-name="comment_actor" data-tracking-will-navigate class="contribution__lockup relative flex items-center overflow-hidden pr-1 font-sans hover:no-underline focus:no-underline xs:left-[-56px]"> <figure class="top-[4px] inline-flex lg:hidden"> <img class="inline-block relative rounded-[50%] w-4 h-4 " 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class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> Jessica VUOTTO-MASSE 🪄 </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> Directrice Digitalchimist 🤖 Je booste votre activité grâce à 4 piliers : Analyse, Personnalisation, Apprentissage, Évolution | IA 360° </p> </div> </a> <div class="flex items-center">  <div class="ellipsis-menu absolute right-0 top-0 contribution-control-menu relative" data-feed-action="show-comment-dropdown" data-id="comment__ellipsis-menu" data-feed-control="control_menu" data-tracking-control-name="comment_control_menu" data-feed-action-type="expandControl" data-feed-action-category="expand"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] 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Carefully assess the potential consequences of each option, considering impacts on performance, user experience, and ethical concerns. This foresight helps you weigh benefits against risks, ensuring choices that not only achieve your goals but also minimize negative outcomes. 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sm:pl-0.5 text-md font-bold hidden md:block">Like</span> </div> <div class="selected-reaction--PRAISE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Celebrate" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/czva5w81r4b0pjr7sh5r4nbw9"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Celebrate</span> </div> <div class="selected-reaction--APPRECIATION flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Support" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8kvqqk9m1eu5ffqkdlum1ka1m"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Support</span> </div> <div class="selected-reaction--EMPATHY flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Love" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5yukss5d7kh4xrbd5642z6tk0"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Love</span> </div> <div class="selected-reaction--INTEREST flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Insightful" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/es4dlamdpym2zbuhglwx2cuz0"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Insightful</span> </div> <div class="selected-reaction--ENTERTAINMENT flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Funny" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e0rqrq0h755yqqu59fy047ayt"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Funny</span> </div> </div> </template> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs contribution-social-activity__social-actions before:middot flex items-center justify-start gap-1 pr-1 before:mx-0.5" data-sap-comment-urn="urn:li:comment:(articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399969157122),7247883130819215360)"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" role="button" aria-label="3 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="3" data-singular="%numReactions%" data-plural="%numReactions%" data-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399969157122),7247883130819215360)" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 3 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div>  </div>  </li> <li class="contribution" data-contribution-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399969157122),7247811861260165120)" data-contributor-urn="urn:li:member:236393370" data-contribution-tracking-id="1HsFsHRSQVm8qymSQU3IUg==" data-is-logged-in="false"> <div class="flex items-center justify-between"> <a href="https://es.linkedin.com/in/therecruitersradar?trk=article-ssr-frontend-x-article" target="_blank" data-tracking-control-name="comment_actor" data-tracking-will-navigate class="contribution__lockup relative flex items-center overflow-hidden pr-1 font-sans hover:no-underline focus:no-underline xs:left-[-56px]"> <figure class="top-[4px] inline-flex lg:hidden"> <img class="inline-block relative rounded-[50%] w-4 h-4 " data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQEwz1vwE98_JQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1729237477021?e=2147483647&v=beta&t=B7nPYrhLP-CfJgyu0EOobyaeoDV8KIWEMhx-kj0mUNE" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <figure class="top-[4px] hidden lg:inline-flex"> <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQEwz1vwE98_JQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1729237477021?e=2147483647&v=beta&t=B7nPYrhLP-CfJgyu0EOobyaeoDV8KIWEMhx-kj0mUNE" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <div class="min-w-0 ml-2"> <div class="flex items-center"> <span class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> KRISHNAKANT K. </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> Top 1% Recruiter | Career Branding Specialist | ATS-Optimized CV Writing & LinkedIn Optimization | Helping You Make the Right First Impression </p> </div> </a> <div class="flex items-center">  <div class="ellipsis-menu absolute right-0 top-0 contribution-control-menu relative" data-feed-action="show-comment-dropdown" data-id="comment__ellipsis-menu" data-feed-control="control_menu" data-tracking-control-name="comment_control_menu" data-feed-action-type="expandControl" data-feed-action-category="expand"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] flex justify-center w-[40px] min-w-[40px]" aria-expanded="false" aria-label="Open menu" data-tracking-control-name="article-ssr-frontend-x-article_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 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href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fadvice%2F0%2Fyoure-striving-better-decision-making-ai-ptnfc&trk=comment-semaphore-sign-in-redirect&guestReportContentType=AUTO_GENERATED_SKILL_ARTICLE_CONTRIBUTION&_f=guest-reporting" data-tracking-control-name="comment-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="AUTO_GENERATED_SKILL_ARTICLE_CONTRIBUTION" data-semaphore-content-urn="urn:li:comment:(articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399969157122),7247811861260165120)" data-semaphore-author-urn="urn:li:member:236393370" data-semaphore-tracking-prefix="comment-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary mx-0.25 flex items-center w-full py-1 px-2 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint 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You'll no longer see this contribution</p> </template> </li>  </ul>  </div> </div> <code id="contributionCopyLink" style="display: none"></code> <code id="contributionCopyFail" style="display: none"></code> <code id="contributionCopyUnsupported" style="display: none"></code> </div> </div> <div class="contribution__container left__border -mb-2 -mt-1 animate-show ml-0 pl-0 md:ml-[-41px] md:pl-[32px] pr-0 lg:ml-[-33px] lg:pl-[40px] lg:pr-1 pt-2 pb-4"> <div class="flex flex-col justify-between lg:flex-col"> <div class="flex items-center justify-between gap-1"> </div> </div> <div class="contribution__text-wrapper relative"> <p class="contribution__text mb-1 whitespace-pre-wrap pt-1 text-md leading-open text-color-text md:mb-0 md:pt-0 line-clamp-5 lg:text-lg" data-tracking-control-name="comment_text">During an AI implementation, we faced a choice between a faster, less-tested algorithm and a more reliable but slower option. I evaluated the risks, considering the potential performance impact and user dissatisfaction if the system failed. After weighing the risks, I opted for the slower, reliable algorithm. Though it wasn’t the quickest solution, it ensured stability and maintained user trust. This decision taught me that minimizing risks often leads to long-term success in AI projects.</p> <button class="contribution__see-more-button absolute bottom-0 right-0 hidden cursor-pointer border-0 bg-color-surface p-0 text-md leading-open text-color-text-secondary hover:text-color-action hover:underline lg:text-lg" data-tracking-control-name="comment_expand" data-feed-control="comment_expand" data-feed-action-type="expandContributionText" data-feed-action-category="EXPAND" role="button" type="button">…see more</button> </div>  <div class="contribution__social-action-bar relative right-1 flex flex-row items-center justify-start gap-1"> <div class="contribution-social-activity inline-flex items-center justify-start"> <code id="i18n_reaction_selection_state" style="display: none"></code> <div class="reactions-menu flex flex-row relative items-center justify-center select-none [-webkit-user-select:none] pointer-events-auto contribution-social-activity__reactions-menu " data-accessory-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399969157122),7247811861260165120)" data-reactions-count="2"> <a class="reactions-menu__link text-color-text contribution-social-activity__button flex items-center btn-sm btn-tertiary justify-center sm:flex-row sm:text-sm rounded-sm px-0.5 relative h-6 cursor-pointer w-full contribution-social-activity__reactions-menu " href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fadvice%2F0%2Fyoure-striving-better-decision-making-ai-ptnfc&trk=article-ssr-frontend-x-article_contribution-social-activity_like-cta" target="_blank" data-tracking-control-name="article-ssr-frontend-x-article_contribution-social-activity_reactions-cta" data-parent-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399969157122),7247811861260165120)" data-tracking-will-navigate data-accessory-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399969157122),7247811861260165120)" data-reactions-count="2">  <div class="like-button-default flex flex-row items-center "> <icon class="contribution-social-activity__icon w-[24px] h-[24px] mr-0.5 sm:m-0" data-svg-class-name="contribution-social-activity__icon w-[24px] h-[24px] mr-0.5 sm:m-0--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e2cf8dn8tvjcu9gl3qcxhw31q"> </icon> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Like</span> </div> </a> </div> <template id="selected-reaction"> <div> <div class="selected-reaction--LIKE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Like" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/7ze70iqo2l1rn7hwfoykiwjod"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Like</span> </div> <div class="selected-reaction--PRAISE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Celebrate" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/czva5w81r4b0pjr7sh5r4nbw9"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Celebrate</span> </div> <div class="selected-reaction--APPRECIATION flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Support" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8kvqqk9m1eu5ffqkdlum1ka1m"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Support</span> </div> <div class="selected-reaction--EMPATHY flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Love" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5yukss5d7kh4xrbd5642z6tk0"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Love</span> </div> <div class="selected-reaction--INTEREST flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Insightful" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/es4dlamdpym2zbuhglwx2cuz0"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Insightful</span> </div> <div class="selected-reaction--ENTERTAINMENT flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Funny" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e0rqrq0h755yqqu59fy047ayt"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Funny</span> </div> </div> </template> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs contribution-social-activity__social-actions before:middot flex items-center justify-start gap-1 pr-1 before:mx-0.5" data-sap-comment-urn="urn:li:comment:(articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399969157122),7247811861260165120)"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" role="button" aria-label="2 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="2" data-singular="%numReactions%" data-plural="%numReactions%" data-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399969157122),7247811861260165120)" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 2 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div>  </div>  </li> <li class="contribution" data-contribution-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399969157122),7247921853736833024)" data-contributor-urn="urn:li:member:2002663" data-contribution-tracking-id="tW9cpfgU7Fn6ZIJNA1XJ8w==" data-is-logged-in="false"> <div class="flex items-center justify-between"> <a href="https://www.linkedin.com/in/jamalnajmi?trk=article-ssr-frontend-x-article" target="_blank" data-tracking-control-name="comment_actor" data-tracking-will-navigate class="contribution__lockup relative flex items-center overflow-hidden pr-1 font-sans hover:no-underline focus:no-underline xs:left-[-56px]"> <figure class="top-[4px] inline-flex lg:hidden"> <img class="inline-block relative rounded-[50%] w-4 h-4 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQF3NBRnzskfug/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1586633707182?e=2147483647&v=beta&t=VboNf_GJiJxFu-dFuvZjDAlk8moFHfMiEcyc7SWH-jg" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <figure class="top-[4px] hidden lg:inline-flex"> <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQF3NBRnzskfug/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1586633707182?e=2147483647&v=beta&t=VboNf_GJiJxFu-dFuvZjDAlk8moFHfMiEcyc7SWH-jg" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <div class="min-w-0 ml-2"> <div class="flex items-center"> <span class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> Jamal Najmi </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> Artificial Intelligence, Data Analytics, Process Automation, and Digital Transformation </p> </div> </a> <div class="flex items-center">  <div class="ellipsis-menu absolute right-0 top-0 contribution-control-menu relative" data-feed-action="show-comment-dropdown" data-id="comment__ellipsis-menu" data-feed-control="control_menu" data-tracking-control-name="comment_control_menu" data-feed-action-type="expandControl" data-feed-action-category="expand"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] flex justify-center w-[40px] min-w-[40px]" aria-expanded="false" aria-label="Open menu" data-tracking-control-name="article-ssr-frontend-x-article_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" 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SAP Talent Attraction🌍Passionate about the human-centric approach in AI and Industry 5.0👏Servant Leadership & Emotional Intelligence Advocate💪Convinced Humanist & Libertarian👍 </p> </div> </a> <div class="flex items-center">  <div class="ellipsis-menu absolute right-0 top-0 contribution-control-menu relative" data-feed-action="show-comment-dropdown" data-id="comment__ellipsis-menu" data-feed-control="control_menu" data-tracking-control-name="comment_control_menu" data-feed-action-type="expandControl" data-feed-action-category="expand"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] flex justify-center w-[40px] min-w-[40px]" aria-expanded="false" aria-label="Open menu" data-tracking-control-name="article-ssr-frontend-x-article_ellipsis-menu-trigger" tabindex="0"> 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href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fadvice%2F0%2Fyoure-striving-better-decision-making-ai-ptnfc&trk=comment-semaphore-sign-in-redirect&guestReportContentType=AUTO_GENERATED_SKILL_ARTICLE_CONTRIBUTION&_f=guest-reporting" data-tracking-control-name="comment-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="AUTO_GENERATED_SKILL_ARTICLE_CONTRIBUTION" data-semaphore-content-urn="urn:li:comment:(articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399977566208),7247907283869798400)" data-semaphore-author-urn="urn:li:member:557247" data-semaphore-tracking-prefix="comment-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary mx-0.25 flex items-center w-full py-1 px-2 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint 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You'll no longer see this contribution</p> </template> </li>  </ul>  </div> </div> <code id="contributionCopyLink" style="display: none"></code> <code id="contributionCopyFail" style="display: none"></code> <code id="contributionCopyUnsupported" style="display: none"></code> </div> </div> <div class="contribution__container left__border -mb-2 -mt-1 animate-show ml-0 pl-0 md:ml-[-41px] md:pl-[32px] pr-0 lg:ml-[-33px] lg:pl-[40px] lg:pr-1 pt-2 pb-4"> <div class="flex flex-col justify-between lg:flex-col"> <div class="flex items-center justify-between gap-1"> </div> </div> <div class="contribution__text-wrapper relative"> <p class="contribution__text mb-1 whitespace-pre-wrap pt-1 text-md leading-open text-color-text md:mb-0 md:pt-0 line-clamp-5 lg:text-lg" data-tracking-control-name="comment_text">REFLECT CONTINUOUSLY TO IMPROVE DECISION-MAKING Continuous reflection is key to enhancing critical thinking. I believe that taking the time to evaluate past AI decisions—what went well and what could have been done differently—helps improve future decision-making. Reflection provides valuable insights into my own thought process, allowing me to identify biases or gaps in reasoning. By reflecting regularly, I can refine my decision-making skills over time. This habit ensures that each new decision is informed by previous experience, fostering a cycle of continuous improvement and sharper critical thinking.</p> <button class="contribution__see-more-button absolute bottom-0 right-0 hidden cursor-pointer border-0 bg-color-surface p-0 text-md leading-open text-color-text-secondary hover:text-color-action hover:underline lg:text-lg" data-tracking-control-name="comment_expand" data-feed-control="comment_expand" data-feed-action-type="expandContributionText" data-feed-action-category="EXPAND" role="button" type="button">…see more</button> </div>  <div class="contribution__social-action-bar relative right-1 flex flex-row items-center justify-start gap-1"> <div class="contribution-social-activity inline-flex items-center justify-start"> <code id="i18n_reaction_selection_state" style="display: none"></code> <div class="reactions-menu flex flex-row relative items-center justify-center select-none [-webkit-user-select:none] pointer-events-auto contribution-social-activity__reactions-menu " data-accessory-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399977566208),7247907283869798400)" data-reactions-count="11"> <a class="reactions-menu__link text-color-text contribution-social-activity__button flex items-center btn-sm btn-tertiary justify-center sm:flex-row sm:text-sm rounded-sm px-0.5 relative h-6 cursor-pointer w-full contribution-social-activity__reactions-menu " href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fadvice%2F0%2Fyoure-striving-better-decision-making-ai-ptnfc&trk=article-ssr-frontend-x-article_contribution-social-activity_like-cta" target="_blank" data-tracking-control-name="article-ssr-frontend-x-article_contribution-social-activity_reactions-cta" data-parent-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399977566208),7247907283869798400)" data-tracking-will-navigate data-accessory-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399977566208),7247907283869798400)" data-reactions-count="11">  <div class="like-button-default flex flex-row items-center "> <icon class="contribution-social-activity__icon w-[24px] h-[24px] mr-0.5 sm:m-0" data-svg-class-name="contribution-social-activity__icon w-[24px] h-[24px] mr-0.5 sm:m-0--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e2cf8dn8tvjcu9gl3qcxhw31q"> </icon> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Like</span> </div> </a> </div> <template id="selected-reaction"> <div> <div class="selected-reaction--LIKE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Like" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/7ze70iqo2l1rn7hwfoykiwjod"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Like</span> </div> <div class="selected-reaction--PRAISE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Celebrate" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/czva5w81r4b0pjr7sh5r4nbw9"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Celebrate</span> </div> <div class="selected-reaction--APPRECIATION flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Support" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8kvqqk9m1eu5ffqkdlum1ka1m"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Support</span> </div> <div class="selected-reaction--EMPATHY flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Love" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5yukss5d7kh4xrbd5642z6tk0"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Love</span> </div> <div class="selected-reaction--INTEREST flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Insightful" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/es4dlamdpym2zbuhglwx2cuz0"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Insightful</span> </div> <div class="selected-reaction--ENTERTAINMENT flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Funny" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e0rqrq0h755yqqu59fy047ayt"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Funny</span> </div> </div> </template> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs contribution-social-activity__social-actions before:middot flex items-center justify-start gap-1 pr-1 before:mx-0.5" data-sap-comment-urn="urn:li:comment:(articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399977566208),7247907283869798400)"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" role="button" 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%" data-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399977566208),7247907283869798400)" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="INTEREST" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4v7dh2d6cuqm24mzps1pqzeqt" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 11 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> </div>  </div>  </div>  </li> <li class="contribution" data-contribution-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399977566208),7247922062206394368)" data-contributor-urn="urn:li:member:2002663" data-contribution-tracking-id="ZS6OtoxcDvfDh4KDByhnyQ==" data-is-logged-in="false"> <div class="flex items-center justify-between"> <a href="https://www.linkedin.com/in/jamalnajmi?trk=article-ssr-frontend-x-article" target="_blank" data-tracking-control-name="comment_actor" data-tracking-will-navigate class="contribution__lockup relative flex items-center overflow-hidden pr-1 font-sans hover:no-underline focus:no-underline xs:left-[-56px]"> <figure class="top-[4px] inline-flex lg:hidden"> <img class="inline-block relative rounded-[50%] w-4 h-4 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQF3NBRnzskfug/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1586633707182?e=2147483647&v=beta&t=VboNf_GJiJxFu-dFuvZjDAlk8moFHfMiEcyc7SWH-jg" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <figure class="top-[4px] hidden lg:inline-flex"> <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQF3NBRnzskfug/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1586633707182?e=2147483647&v=beta&t=VboNf_GJiJxFu-dFuvZjDAlk8moFHfMiEcyc7SWH-jg" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <div class="min-w-0 ml-2"> <div class="flex items-center"> <span class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> Jamal Najmi </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> Artificial Intelligence, Data Analytics, Process Automation, and Digital Transformation </p> </div> </a> <div class="flex items-center">  <div class="ellipsis-menu absolute right-0 top-0 contribution-control-menu relative" data-feed-action="show-comment-dropdown" data-id="comment__ellipsis-menu" data-feed-control="control_menu" data-tracking-control-name="comment_control_menu" data-feed-action-type="expandControl" data-feed-action-category="expand"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] flex justify-center w-[40px] min-w-[40px]" 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data-comment-thread-urn="urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399977566208)"> <button class="contribution-control-menu-item ellipsis-menu__item-button flex items-center w-full py-1 px-2 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint hover:bg-color-background-container-tint " data-tracking-control-name="comment_control_menu_copy" data-feed-action-category="expand" data-feed-action-type="expandCopyContribution" role="menuitem"> <icon data-svg-class-name=" ellipsis-menu__item-icon text-color-icon h-[20px] w-[auto] mr-1 flex " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/85z203x9ymzz8gu3a3jmtxy81"></icon> <span class=" ellipsis-menu__item-text inline-block text-color-text font-semibold ">Copy link to contribution</span> </button> </li> <li class="ellipsis-menu__item flex" data-feed-action="semaphoreComment" data-feed-control="comment_control_menu_report" 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You'll no longer see this contribution</p> </template> </li>  </ul>  </div> </div> <code id="contributionCopyLink" style="display: none"></code> <code id="contributionCopyFail" style="display: none"></code> <code id="contributionCopyUnsupported" style="display: none"></code> </div> </div> <div class="contribution__container left__border -mb-2 -mt-1 animate-show ml-0 pl-0 md:ml-[-41px] md:pl-[32px] pr-0 lg:ml-[-33px] lg:pl-[40px] lg:pr-1 pt-2 pb-4"> <div class="flex flex-col justify-between lg:flex-col"> <div class="flex items-center justify-between gap-1"> </div> </div> <div class="contribution__text-wrapper relative"> <p class="contribution__text mb-1 whitespace-pre-wrap pt-1 text-md leading-open text-color-text md:mb-0 md:pt-0 line-clamp-5 lg:text-lg" data-tracking-control-name="comment_text">Reflection is a great way to improve how you make decisions. After you've made a choice, take some time to think about the results. What went well? What didn’t work as expected? What could you have done differently? By learning from these experiences, you can make better choices in the future. This ongoing process of thinking and adjusting helps you build stronger decision-making skills, especially in complex areas like AI.</p> <button class="contribution__see-more-button absolute bottom-0 right-0 hidden cursor-pointer border-0 bg-color-surface p-0 text-md leading-open text-color-text-secondary hover:text-color-action hover:underline lg:text-lg" data-tracking-control-name="comment_expand" data-feed-control="comment_expand" data-feed-action-type="expandContributionText" data-feed-action-category="EXPAND" role="button" type="button">…see more</button> </div>  <div class="contribution__social-action-bar relative right-1 flex flex-row items-center justify-start gap-1"> <div class="contribution-social-activity inline-flex items-center justify-start"> <code id="i18n_reaction_selection_state" style="display: none"></code> <div class="reactions-menu flex flex-row relative items-center justify-center select-none [-webkit-user-select:none] pointer-events-auto contribution-social-activity__reactions-menu " data-accessory-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399977566208),7247922062206394368)" data-reactions-count="4"> <a class="reactions-menu__link text-color-text contribution-social-activity__button flex items-center btn-sm btn-tertiary justify-center sm:flex-row sm:text-sm rounded-sm px-0.5 relative h-6 cursor-pointer w-full contribution-social-activity__reactions-menu " href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fadvice%2F0%2Fyoure-striving-better-decision-making-ai-ptnfc&trk=article-ssr-frontend-x-article_contribution-social-activity_like-cta" target="_blank" data-tracking-control-name="article-ssr-frontend-x-article_contribution-social-activity_reactions-cta" data-parent-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399977566208),7247922062206394368)" data-tracking-will-navigate data-accessory-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399977566208),7247922062206394368)" data-reactions-count="4">  <div class="like-button-default flex flex-row items-center "> <icon class="contribution-social-activity__icon w-[24px] h-[24px] mr-0.5 sm:m-0" data-svg-class-name="contribution-social-activity__icon w-[24px] h-[24px] mr-0.5 sm:m-0--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e2cf8dn8tvjcu9gl3qcxhw31q"> </icon> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Like</span> </div> </a> </div> <template id="selected-reaction"> <div> <div class="selected-reaction--LIKE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Like" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/7ze70iqo2l1rn7hwfoykiwjod"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Like</span> </div> <div class="selected-reaction--PRAISE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Celebrate" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/czva5w81r4b0pjr7sh5r4nbw9"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Celebrate</span> </div> <div class="selected-reaction--APPRECIATION flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Support" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8kvqqk9m1eu5ffqkdlum1ka1m"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Support</span> </div> <div class="selected-reaction--EMPATHY flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Love" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5yukss5d7kh4xrbd5642z6tk0"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Love</span> </div> <div class="selected-reaction--INTEREST flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Insightful" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/es4dlamdpym2zbuhglwx2cuz0"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Insightful</span> </div> <div class="selected-reaction--ENTERTAINMENT flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Funny" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e0rqrq0h755yqqu59fy047ayt"> <span class="contribution-social-activity__button-text sm:pl-0.5 text-md font-bold hidden md:block">Funny</span> </div> </div> </template> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs contribution-social-activity__social-actions before:middot flex items-center justify-start gap-1 pr-1 before:mx-0.5" data-sap-comment-urn="urn:li:comment:(articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399977566208),7247922062206394368)"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" role="button" aria-label="4 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="4" data-singular="%numReactions%" data-plural="%numReactions%" data-entity-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399977566208),7247922062206394368)" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="INTEREST" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4v7dh2d6cuqm24mzps1pqzeqt" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 4 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  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class="article-segment-content-container "> <div id="content-urn_li_articleSegment__urn_li_linkedInArticle_7247670397742030848_7247670399981756416_"> <div class="article-main__content" data-test-id="publishing-text-block"> <h2 class="flex"> <a id="collaborate-widely" href="#collaborate-widely" class="dummy-anchor invisible absolute mt-[-100px]"></a> <span class="header-index pr-1.5">6</span> <span class>Collaborate Widely</span> </h2> </div> <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>Finally, remember that AI does not exist in a vacuum. 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class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> Robert Lienhard </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> Veteran Global Lead SAP Talent Attraction🌍Passionate about the human-centric approach in AI and Industry 5.0👏Servant Leadership & Emotional Intelligence Advocate💪Convinced Humanist & Libertarian👍 </p> </div> </a> <div class="flex items-center">  <div class="ellipsis-menu absolute right-0 top-0 contribution-control-menu relative" data-feed-action="show-comment-dropdown" data-id="comment__ellipsis-menu" data-feed-control="control_menu" data-tracking-control-name="comment_control_menu" data-feed-action-type="expandControl" data-feed-action-category="expand"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center 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You'll no longer see this contribution</p> </template> </li>  </ul>  </div> </div> <code id="contributionCopyLink" style="display: none"></code> <code id="contributionCopyFail" style="display: none"></code> <code id="contributionCopyUnsupported" style="display: none"></code> </div> </div> <div class="contribution__container left__border -mb-2 -mt-1 animate-show ml-0 pl-0 md:ml-[-41px] md:pl-[32px] pr-0 lg:ml-[-33px] lg:pl-[40px] lg:pr-1 pt-2 pb-4 left__border--show"> <div class="flex flex-col justify-between lg:flex-col"> <div class="flex items-center justify-between gap-1"> </div> </div> <div class="contribution__text-wrapper relative"> <p class="contribution__text mb-1 whitespace-pre-wrap pt-1 text-md leading-open text-color-text md:mb-0 md:pt-0 line-clamp-5 lg:text-lg" data-tracking-control-name="comment_text">COLLABORATE WIDELY TO GAIN NEW INSIGHTS In my opinion, collaborating with a diverse range of experts is essential for boosting critical thinking in AI. Working with individuals from various backgrounds and disciplines provides fresh perspectives, helping me see problems and solutions through different lenses. This diversity enriches the decision-making process and uncovers blind spots that I might have missed. Collaboration also fosters open dialogue and challenges assumptions, leading to more thorough analysis. 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Engaging with experts from varied fields not only enriches the decision-making process but also helps identify blind spots that may not be apparent within a singular perspective. Open dialogue fosters an environment where assumptions can be challenged, leading to deeper analysis and more innovative solutions in AI. It's fascinating how interdisciplinary collaboration can elevate our understanding and improve outcomes. </div> </div> </button>  </li> <li class="contribution" data-contribution-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399981756416),7248386320199278593)" data-contributor-urn="urn:li:member:76683971" data-is-logged-in="false"> <div class="flex items-center justify-between"> <a href="https://it.linkedin.com/in/cecilialascialfari?trk=article-ssr-frontend-x-article" target="_blank" data-tracking-control-name="comment_actor" data-tracking-will-navigate class="contribution__lockup relative flex items-center overflow-hidden pr-1 font-sans hover:no-underline focus:no-underline xs:left-[-56px]"> <figure class="top-[4px] inline-flex lg:hidden"> <img class="inline-block relative rounded-[50%] w-4 h-4 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <figure class="top-[4px] hidden lg:inline-flex"> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Contributor profile photo"> </figure> <div class="min-w-0 ml-2"> <div class="flex items-center"> <span class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> Cecilia Lascialfari </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> Generative AI Researcher and Speaker | Founder ARea6DoF | Digital Innovation Department at Giunti Editore S.p.A. | Artivive Representative | AI, AR, VR, XR, Audiobooks, Videos | Intl. 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class="min-w-0 ml-2"> <div class="flex items-center"> <span class="mr-0.5 truncate text-sm font-bold text-color-text lg:text-md"> Aman Kumar </span>  </div> <p class="m-0 truncate text-sm text-color-text-low-emphasis md:text-md" data-test-id="contribution-lock-up-headline"> राधे राधे 🙏 I Publishing you @ Forbes, Yahoo, Vogue, Business Insider and more I Helping You Grow on LinkedIn I Connect for Promoting Your AI Tool </p> </div> </a> <div class="flex items-center">  <div class="ellipsis-menu absolute right-0 top-0 contribution-control-menu relative" data-feed-action="show-comment-dropdown" data-id="comment__ellipsis-menu" data-feed-control="control_menu" data-tracking-control-name="comment_control_menu" data-feed-action-type="expandControl" data-feed-action-category="expand"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center 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tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/37hg81qnm85dsy5mbqfifg9qs" height="16px" width="16px"> <img alt data-reaction-type="INTEREST" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4v7dh2d6cuqm24mzps1pqzeqt" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 16 </span> </div> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code 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contribution-reply-preview__lockup mr-1 md:absolute md:mr-0 md:left-[-60px] lg:left-[-58px]"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQFoDEmrKpAoow/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1727895711397?e=2147483647&v=beta&t=qcjFeMLNl1uXqD_De8WM6sXffHgfJid4tgosCYmXx3w" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" 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Journaling about decisions is a powerful reflective practice that can reveal patterns over time, allowing for continuous improvement. I completely agree on the importance of understanding cognitive biases; awareness can significantly sharpen our judgment. Using frameworks like SWOT analysis brings structure to the evaluation process, while collaboration and active listening foster a richer understanding of diverse perspectives. Staying updated on AI advancements is vital for informed decision-making. </div> </div> </button>  </li> <li class="contribution" data-contribution-urn="urn:li:comment:(urn:li:articleSegment:(urn:li:linkedInArticle:7247670397742030848,7247670399981756416),7248098927353167872)" data-contributor-urn="urn:li:member:314702" data-contribution-tracking-id="UkwMmvebluZwgdQq2m+Jpg==" data-is-logged-in="false"> <div class="flex items-center justify-between"> <a href="https://es.linkedin.com/in/luisfont?trk=article-ssr-frontend-x-article" target="_blank" data-tracking-control-name="comment_actor" data-tracking-will-navigate class="contribution__lockup relative flex items-center overflow-hidden pr-1 font-sans hover:no-underline focus:no-underline xs:left-[-56px]"> <figure class="top-[4px] inline-flex lg:hidden"> <img class="inline-block relative rounded-[50%] w-4 h-4 " 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x-social-activity-wrapper xs:sticky bottom-0 flex justify-center border-t-1 border-solid border-color-border-faint bg-color-background-container md:pr-[320px]" data-impression-id="article-ssr-frontend-x-article_x-social-details">  <div class="x-social-activity social-details x-social-activity-left flex flex-wrap w-full max-w-x-article-width-small justify-between lg:max-w-x-article-width"> <div class="flex x-social-activity-left flex-wrap"> <code id="i18n_reaction_selection_state" style="display: none"></code> <div class="reactions-menu flex flex-row relative items-center justify-center select-none [-webkit-user-select:none] pointer-events-auto" data-feed-control="article-ssr-frontend-x-article_x-social-details_like-toggle_reactions-cta"> <a class="reactions-menu__link text-color-text social-action-bar__button relative h-6 cursor-pointer w-full" href="https://www.linkedin.com/uas/login?session_redirect=%2Fadvice%2F0%2Fyoure-striving-better-decision-making-ai-ptnfc&trk=article-ssr-frontend-x-article_x-social-details_like-toggle_like-cta" target="_blank" data-tracking-control-name="article-ssr-frontend-x-article_x-social-details_like-toggle_reactions-cta" data-parent-urn="urn:li:ugcPost:7247670398123704321" data-tracking-will-navigate data-feed-control="article-ssr-frontend-x-article_x-social-details_like-toggle_reactions-cta">  <div class="like-button-default flex flex-row items-center "> <icon class="social-action-bar__icon" data-svg-class-name="social-action-bar__icon--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e2cf8dn8tvjcu9gl3qcxhw31q"> </icon> <span class="social-action-bar__button-text">Like</span> </div> </a> </div> <template id="selected-reaction"> <div> <div class="selected-reaction--LIKE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" 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class="social-share__button-text-square social-action-bar__button-text "> Share </span> </button> </div> </div> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs" data-sap-comment-urn="urn:li:ugcPost:7247670398123704321"> <div class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" role="button" aria-label="17 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="17" data-singular="%numReactions%" data-plural="%numReactions%" data-entity-urn="urn:li:ugcPost:7247670398123704321" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" 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