"𝐀𝐭 𝐭𝐡𝐞 𝐄𝐝𝐠𝐞 𝐨𝐟 𝐂𝐡𝐚𝐨𝐬 — 𝐌𝐚𝐤𝐢𝐧𝐠 𝐒𝐞𝐧𝐬𝐞 𝐨𝐟 𝐍𝐨𝐧𝐬𝐞𝐧𝐬𝐞"…

𝒮even years ago, in Jan 2018, I wrote this blog to explore the concept of navigating #Uncertainty through the lens of #Mathematics…

"𝐀𝐭 𝐭𝐡𝐞 𝐄𝐝𝐠𝐞 𝐨𝐟 𝐂𝐡𝐚𝐨𝐬 — 𝐌𝐚𝐤𝐢𝐧𝐠 𝐒𝐞𝐧𝐬𝐞 𝐨𝐟 𝐍𝐨𝐧𝐬𝐞𝐧𝐬𝐞" (𝐑𝐞𝐯𝐢𝐬𝐢𝐭𝐞𝐝 𝐢𝐧 2025)

𝒮even years ago, in Jan 2018, I wrote this blog to explore the concept of navigating #Uncertainty through the lens of #Mathematics, #ChaosTheory, and real-world systems. At the time, the world was already grappling with accelerating change — #disruptive technologies, shifting business models, and a media landscape amplifying disorder. While I believe in my #intuitions, little did I know how prescient these reflections would become in the face of unprecedented global #transformations: a pandemic, geopolitical upheavals, and the #AIRevolution

𝗪𝗵𝘆 𝗥𝗲𝘃𝗶𝘀𝗶𝘁 𝗧𝗵𝗶𝘀 𝗡𝗼𝘄?

The blog’s core premise—that complexity thrives "at the edge of chaos"—has only grown more relevant. Written before COVID-19 reshaped societal norms and before generative AI redefined creativity and labor, the piece foreshadowed a world where traditional linear models fail, and adaptability becomes survival. For instance:

#𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲𝗚𝗹𝗶𝗺𝗽𝘀𝗲𝘀: The blog highlighted how deterministic models (e.g., linear equations) struggle with modern unpredictability, a reality amplified by AI’s non-deterministic outputs and stochastic systems like #LLMs

#𝗔𝗰𝗰𝗲𝗹𝗲𝗿𝗮𝘁𝗲𝗱𝗗𝗶𝘀𝗿𝘂𝗽𝘁𝗶𝗼𝗻: The "#transformative change" driven by technologies like AI—has since exploded redefining #intelligence and #agentic systems

#𝗛𝘂𝗺𝗮𝗻𝗥𝗲𝘀𝗶𝗹𝗶𝗲𝗻𝗰𝗲:The chaos of recent years—pandemic disruptions, climate crises, and societal polarization—echoes the blog’s call to embrace #adaptive systems, importance of #mentalhealth and scientific ways to address them

𝗔 𝗡𝗲𝘄 𝗟𝗲𝗻𝘀 𝗳𝗼𝗿 2025

Revisiting this piece today, its predictions about "making #sense of #nonsense" crystallizing into new patterns feel almost prophetic. The blog’s #mathematical analogies — #Markov chains, #differential equations—now find parallels in AI’s #reasoning architectures and #MoE (Mixture-of-Experts) models. Meanwhile, the #philosophical underpinnings of #chaos theory intersect with debates on #AI #ethics, #consciousness, and the quest for "real-world impact" in #research.

𝑨𝒔 𝒘𝒆 𝒔𝒕𝒂𝒏𝒅 𝒂𝒕 𝒕𝒉𝒆 𝒃𝒓𝒊𝒏𝒌 𝒐𝒇 #𝑨𝑮𝑰 (𝑨𝒓𝒕𝒊𝒇𝒊𝒄𝒊𝒂𝒍 𝑮𝒆𝒏𝒆𝒓𝒂𝒍 𝑰𝒏𝒕𝒆𝒍𝒍𝒊𝒈𝒆𝒏𝒄𝒆) 𝒂𝒏𝒅 𝒄𝒍𝒊𝒎𝒂𝒕𝒆 𝒕𝒊𝒑𝒑𝒊𝒏𝒈 𝒑𝒐𝒊𝒏𝒕𝒔, 𝒕𝒉𝒆 "𝒆𝒅𝒈𝒆 𝒐𝒇 𝒄𝒉𝒂𝒐𝒔" 𝒓𝒆𝒎𝒂𝒊𝒏𝒔 𝒂 𝒗𝒊𝒕𝒂𝒍 𝒎𝒆𝒕𝒂𝒑𝒉𝒐𝒓. 𝑰𝒕 𝒄𝒉𝒂𝒍𝒍𝒆𝒏𝒈𝒆𝒔 𝒖𝒔 𝒕𝒐 𝒆𝒎𝒃𝒓𝒂𝒄𝒆 #𝒄𝒐𝒎𝒑𝒍𝒆𝒙𝒊𝒕𝒚, 𝒊𝒏𝒏𝒐𝒗𝒂𝒕𝒆 #𝒓𝒆𝒔𝒑𝒐𝒏𝒔𝒊𝒃𝒍𝒚, 𝒂𝒏𝒅 𝒓𝒆𝒎𝒆𝒎𝒃𝒆𝒓 𝒕𝒉𝒂𝒕 𝒆𝒗𝒆𝒏 𝒊𝒏 𝒅𝒊𝒔𝒐𝒓𝒅𝒆𝒓, 𝒑𝒂𝒕𝒕𝒆𝒓𝒏𝒔 𝒆𝒎𝒆𝒓𝒈𝒆—𝒊𝒇 𝒘𝒆 𝒅𝒂𝒓𝒆 𝒕𝒐 𝒍𝒐𝒐𝒌.

Explore the original 2018 blog here: https://lnkd.in/gnHGxvzw

(Prelude to my concluding part to my blog on #AIRevolution and #HumanEvolution ) #ArtificialIntelligence #HypeVsReality #AIProsAndCons #AIAdoption #ChangeManagement #Learning #AIGovernance