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Thursday, 29 June 2023

Unveiling the Enigma of Artificial Intelligence

 

Artificial Intelligence (AI) is a groundbreaking technology that revolutionizes the processing and analysis of data stored in the binary language of computers. Its ability to collate and analyze data surpasses human capabilities in terms of speed and efficiency. Just as IT empowered human processing, AI empowers the technology itself by enhancing productivity per unit of resources, be it human resources or time. However, it is important to note that AI is an advanced application of IT and not a universal solution for all human problems. It operates within the constraints of an input-output process, utilizing keywords and patterns to achieve its exceptional performance. With the advent of supercomputers, AI has further expanded its capacity for data analysis. Various aspects of AI, such as machine learning, deep learning, natural language processing, and computer vision, rely on this input-output principle. Additionally, AI has the capability to emulate human functions, allowing for the simulation of voice, appearance, and personal preferences. While this currently finds its place in entertainment, it raises concerns about potential misuse in social media and politics. These advancements in identity reproduction are made possible by the integration of multiple data feeds into the AI system, enabling it to respond to specific commands. However, the implementation of such AI applications is complex and costly, requiring GPUs instead of CPUs in computers. AI has indeed surpassed human capacity in terms of absorbing and analyzing information quantitatively, but it falls short in the realm of versatile and imaginative thinking that the human mind possesses. Albert Einstein once said that "imagination is more important than knowledge," emphasizing the human mind's ability to envision beyond existing facts. AI primarily serves present needs and lacks the capacity to control the future, except for providing some learnings to guide human decision-making in the interest of collective welfare. AI has made significant contributions to various fields such as health, education, agriculture, environmental research, and entertainment. While it has introduced new forms of entertainment and commercial opportunities, the addictive nature of these platforms among children poses challenges to their mental growth. However, the educational impact of IT platforms like mobile phones, iPads, and robotics should not be underestimated. Recent attention has been drawn to ChatGPT, an artificial intelligence chatbot developed by OpenAI. This generational language model is task-specific, capable of mimicking the style of celebrities and influential business leaders, writing business pitches, composing stories, and assisting students with essays. Nevertheless, the reliance on predefined data inputs introduces an element of risk into its operation. It is important to remember that information found on the internet should not be presumed as reliable, and corroborating sources should always be sought for critical decision-making. AI may aid in detecting breaches of technological security perimeters, but true security requires human intelligence to understand future plans and intentions of adversaries. AI's role is limited to collating and interpreting patterns based on past data, without insights into an adversary's current thinking. Moreover, AI presents a threat to cybersecurity at the national, business, and individual levels. India has recognized these concerns and implemented proactive policy measures to address them under the leadership of Prime Minister Narendra Modi. While AI exhibits the potential for exponential thinking, it remains bound by the analysis of existing data, unlike the human mind's ability to consider a broad range of inputs. AI can provide predictive findings in limited security and defense contexts, aiding satellite imagery analysis, signal intelligence, and surveillance. However, decision-making and response strategies require human discretion. AI's greatest utility lies in enhancing the socio-economic well-being of individuals. Applications such as data analytics, the Internet of Things, cloud computing, distance learning, medical care, agriculture diversification, business operations, and entertainment have transformed and enriched people's lives. The fear of widespread unemployment due to AI is exaggerated, as it also creates new opportunities and demands.


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