
Physical AI, machines that sense, reason and act in the real world, is creating new jobs that cut across mechanical engineering, computer science and sensor technology. A July 2026 TCS report found…
Physical AI, machines that sense, reason and act in the real world, is creating new jobs that cut across mechanical engineering, computer science and sensor technology. A July 2026 TCS report found that 77% of manufacturers expect AI-powered robots to transform warehouse operations, while 71% see it as a tool to assist workers rather than replace them. The same study warned that 44% of firms have no clear accountability framework when a system fails.

Experts argue that Indian higher education institutions must break down departmental silos and offer interdisciplinary training in areas such as sensor calibration, digital-twin engineering and human-robot interaction. Without a curriculum overhaul, graduates may lack the skills needed for roles emerging in healthcare, defence, logistics and manufacturing. The NEP 2020 framework already allows flexibility, universities now need to design programmes that blend physical mechanics with AI models.
Physical AI remains a largely experimental field, no Indian university currently offers a dedicated degree or major in it. The National Education Policy 2020 pushed for multidisciplinary programmes and flexible curricula, but most central and state universities still operate within rigid departmental silos. The TCS report cited in the article flags a regulatory gap: 44% of manufacturers have no clarity on liability when a physical AI system fails, a question Indian law does not yet address. The All India Council for Technical Education (AICTE) would need to approve new course structures before institutions can formally offer such interdisciplinary training. The next signal to watch is whether AICTE, in its upcoming curriculum revision cycle later this year, includes a model curriculum for physical AI or embodied intelligence.
Source: thehindu.com
This brief was synthesised by AI from the source linked above.