Wednesday, January 24, 2024

AI Job Takeover Is Slower Than We Think, Reveals MIT Study


In the ever-evolving landscape of technology, fears of artificial intelligence (AI) taking over human jobs have resurfaced. However, a recent study from the Massachusetts Institute of Technology (MIT) brings a sigh of relief, suggesting that most jobs are currently too expensive to be automated by AI.


The study, titled "Beyond AI Exposure," conducted by five MIT researchers, focuses on tasks requiring computer vision skills, such as those performed by teachers, property appraisers, and bakers. Surprisingly, the findings indicate that only 23% of workers' wages for such jobs could be cost-effectively replaced by AI. 


Even with a projected 50% annual cost decrease, the study suggests that it will take until 2026 for half of the vision tasks to have a machine economic advantage. Moreover, by 2042, certain tasks will still be exposed to computer vision, but human labor will maintain the advantage.


One key factor hindering the swift takeover of jobs by AI is the substantial installation and maintenance costs associated with the technology. Despite AI's prowess in analyzing images and recognizing patterns, the financial burden often makes it more practical for companies to rely on human skills and intuition.


Unlike humans, who possess both conscious and subconscious thought processes, AI is constrained to statistical and symbolic reasoning. This limitation becomes apparent in tasks requiring intuition, gut instinct, and implicit knowledge—qualities that remain irreplaceable in many industries and contribute to human critical thinking and emotional intelligence.


The study, funded by the MIT-IBM Watson AI Lab, utilized online surveys to gather information on 1,000 visually assisted tasks spanning 800 occupations. Currently, only 3% of these tasks can be economically automated. However, the researchers suggest that this figure could rise to 40% by 2030, provided there are reductions in data costs and improvements in accuracy.


While certain industries like banking, marketing, retail, legal services, transportation, and healthcare are earmarked for increased automation due to their repetitive tasks, the fear that AI will rapidly replace human jobs seems exaggerated. 


A 2023 report from Goldman Sachs estimated that generative AI could impact up to 300 million jobs globally. Nevertheless, the MIT study emphasizes that the impact will be gradual, with humans maintaining a crucial advantage in the workforce for the foreseeable future.

In the ever-evolving landscape of technology, fears of artificial intelligence (AI) taking over human jobs have resurfaced. However, a recent study from the Massachusetts Institute of Technology (MIT) brings a sigh of relief, suggesting that most jobs are currently too expensive to be automated by AI.


The study, titled "Beyond AI Exposure," conducted by five MIT researchers, focuses on tasks requiring computer vision skills, such as those performed by teachers, property appraisers, and bakers. Surprisingly, the findings indicate that only 23% of workers' wages for such jobs could be cost-effectively replaced by AI. 


Even with a projected 50% annual cost decrease, the study suggests that it will take until 2026 for half of the vision tasks to have a machine economic advantage. Moreover, by 2042, certain tasks will still be exposed to computer vision, but human labor will maintain the advantage.


One key factor hindering the swift takeover of jobs by AI is the substantial installation and maintenance costs associated with the technology. Despite AI's prowess in analyzing images and recognizing patterns, the financial burden often makes it more practical for companies to rely on human skills and intuition.


Unlike humans, who possess both conscious and subconscious thought processes, AI is constrained to statistical and symbolic reasoning. This limitation becomes apparent in tasks requiring intuition, gut instinct, and implicit knowledge—qualities that remain irreplaceable in many industries and contribute to human critical thinking and emotional intelligence.


The study, funded by the MIT-IBM Watson AI Lab, utilized online surveys to gather information on 1,000 visually assisted tasks spanning 800 occupations. Currently, only 3% of these tasks can be economically automated. However, the researchers suggest that this figure could rise to 40% by 2030, provided there are reductions in data costs and improvements in accuracy.


While certain industries like banking, marketing, retail, legal services, transportation, and healthcare are earmarked for increased automation due to their repetitive tasks, the fear that AI will rapidly replace human jobs seems exaggerated. 


A 2023 report from Goldman Sachs estimated that generative AI could impact up to 300 million jobs globally. Nevertheless, the MIT study emphasizes that the impact will be gradual, with humans maintaining a crucial advantage in the workforce for the foreseeable future.

Friday, January 05, 2024

If Taj Mahal and Red Fort were enveloped in a snowy blanket...

Reimagining the ethereal beauty of the Taj Mahal in Agra and the majestic Red Fort in Delhi, both crafted by Mughal Emperor Shah Jahan, adorned in a glistening snowy embrace. As the icy fingers of a cold wave weave through North India, these architectural wonders stand as frozen monuments to the poetry of winter ❄️🏰