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        <title>Pablo Cieslik Ø</title>
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        <description>Merging art, logic, tech. Passionate creator with tech background, navigating the world where creativity meets logic.</description>
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            <title>Pablo Cieslik Ø</title>
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            <title><![CDATA[Overfitting: A Tale of AI and Human Perception]]></title>
            <link>https://paragraph.com/@pablo-cieslik/overfitting-a-tale-of-ai-and-human-perception</link>
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            <pubDate>Thu, 13 Jul 2023 18:01:09 GMT</pubDate>
            <description><![CDATA[In the realm of artificial intelligence (AI), overfitting is a common pitfall. It occurs when a model learns too well from the training data, to the point where it starts to pick up on noise and outliers rather than the underlying pattern. This results in poor performance when the model encounters new, unseen data. Interestingly, this concept of overfitting can be paralleled in human behavior and cognition. Consider a highly intelligent individual placed in a new, unfamiliar situation. Their ...]]></description>
            <content:encoded><![CDATA[<p>In the realm of artificial intelligence (AI), overfitting is a common pitfall. It occurs when a model learns too well from the training data, to the point where it starts to pick up on noise and outliers rather than the underlying pattern. This results in poor performance when the model encounters new, unseen data.</p><p>Interestingly, this concept of overfitting can be paralleled in human behavior and cognition. Consider a highly intelligent individual placed in a new, unfamiliar situation. Their vast knowledge and analytical skills might lead them to overthink and overanalyze the situation, causing them to miss the simple, underlying truth. This is akin to an AI model overfitting to its training data, losing its ability to generalize to new data.</p><p>Similarly, a detective working on a case with limited clues can also fall into the trap of overfitting. In an attempt to solve the case, the detective might start to see patterns and connections that aren&apos;t really there, driven by the sparse information available. This overinterpretation of limited data mirrors how an overfitted AI model might interpret noise as meaningful patterns.</p><p>In both AI and human cognition, the key to avoiding overfitting lies in striking a balance. For AI, this means using techniques like regularization and cross-validation to ensure the model generalizes well. For humans, it involves maintaining an open mind, not overthinking, and being aware of our tendency to overinterpret when information is scarce.</p><p>In essence, understanding overfitting in AI can shed light on our own cognitive biases and help us navigate the world more effectively. Just as we train AI models to generalize well, we too can train ourselves to find the right balance in our perception and interpretation of the world around us.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/2725fcd409d50fd16a0312e053d1c72a505e914ada0444ec8c30a27d8915bfa2.jpg" alt="https://pablocieslik.wixsite.com/undertango/" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="">https://pablocieslik.wixsite.com/undertango/</figcaption></figure>]]></content:encoded>
            <author>pablo-cieslik@newsletter.paragraph.com (Pablo Cieslik Ø)</author>
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            <title><![CDATA[The Dance of Art, Logic, and Technology: An Introduction]]></title>
            <link>https://paragraph.com/@pablo-cieslik/the-dance-of-art-logic-and-technology-an-introduction</link>
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            <pubDate>Tue, 11 Jul 2023 08:08:16 GMT</pubDate>
            <description><![CDATA[Hello, World! I&apos;m Pablo Cieslik, an explorer at the crossroads of art, logic, and technology. I&apos;m thrilled to embark on this journey with you on Mirror, a platform that embodies the principles of Web3 and the spirit of creative freedom.https://pablocieslik.wixsite.com/undertangoIn the digital age, the lines between art, logic, and technology are blurring. Art isn&apos;t confined to galleries, and technology isn&apos;t limited to the realms of science and engineering. They intersect,...]]></description>
            <content:encoded><![CDATA[<p>Hello, World! I&apos;m Pablo Cieslik, an explorer at the crossroads of art, logic, and technology. I&apos;m thrilled to embark on this journey with you on Mirror, a platform that embodies the principles of Web3 and the spirit of creative freedom.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/1c429712c34439790fa847972e204247e4ce3a31e1a2e1764ca470e8fa3cb008.jpg" alt="https://pablocieslik.wixsite.com/undertango" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="">https://pablocieslik.wixsite.com/undertango</figcaption></figure><p>In the digital age, the lines between art, logic, and technology are blurring. Art isn&apos;t confined to galleries, and technology isn&apos;t limited to the realms of science and engineering. They intersect, intertwine, and dance together in a rhythm that&apos;s shaping our world.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/ed8aa5412def92e43dd4cd22551b3520612fa3d5f928b894f4f99d4973d54268.jpg" alt="https://pablocieslik.wixsite.com/undertango" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="">https://pablocieslik.wixsite.com/undertango</figcaption></figure><p>As an artist, I see technology as a canvas, a stage, a tool to express and create. As a technologist, I see art as the soul of innovation, the human touch in a world of ones and zeros. And logic? It&apos;s the choreographer, the director, the bridge that connects art and technology.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/9ca72c00769d40bebf36e593ed60bac53bf2713987b9850730d5663cb4e66efc.jpg" alt="https://pablocieslik.wixsite.com/undertango" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="">https://pablocieslik.wixsite.com/undertango</figcaption></figure><p>On this platform, I aim to explore this fascinating interplay. I&apos;ll share my thoughts, my creations, and my insights, hoping to spark conversations, inspire ideas, and challenge the norms. I invite you to join me on this journey, to question, to create, and to discover the beauty that lies in the confluence of art, logic, and technology.</p><p>Stay tuned for more, and let&apos;s dance to the rhythm of this digital symphony together.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/8e58a755763b33ec435d7e5495c0ebec1d6e2f1fcfc5fc46da8a0f56559c56dd.jpg" alt="https://pablocieslik.wixsite.com/undertango" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="">https://pablocieslik.wixsite.com/undertango</figcaption></figure>]]></content:encoded>
            <author>pablo-cieslik@newsletter.paragraph.com (Pablo Cieslik Ø)</author>
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