Business

Labour Market Resilience in Focus at India AI Impact Summit 2026


Labour market resilience emerged as a central theme at the India AI Impact Summit 2026 during a session titled “Global Dialogue on AI Usage – Data for Labour Market Resilience.” The discussion examined the changing nature of work amid accelerating artificial intelligence adoption and the policy choices required to manage the transition effectively.

Drawing on emerging international evidence, panellists noted that AI’s impact on employment is differentiated across age groups, sectors and geographies. Early trends suggest that younger workers in roles with higher AI exposure may be experiencing employment pressures. However, the absence of comprehensive and comparable cross-country data continues to limit governments’ ability to design timely and targeted interventions.

The discussion underscored the importance of moving forward with adaptive policy frameworks even in the absence of perfect information. Strengthening social protection systems, expanding reskilling pathways and designing context-specific strategies for sectors such as services, agriculture and public delivery were highlighted as essential steps to ensure inclusive growth.

Shamika Ravi, Member of the Economic Advisory Council to the Prime Minister, observed that India shows one of the highest levels of firm-level AI adoption, characterised by openness and optimism. While productivity effects are still being measured, she noted that AI in India is likely to be applied to long-standing challenges in health, education and services, particularly where last-mile connectivity constraints have limited outcomes.

Yoshua Bengio, Professor at Université de Montréal and a leading AI expert, stated that employment trends observed over the past five years are likely to continue shaping the job market. He cautioned that access to AI will increasingly become a competitive advantage, underscoring the need for international coordination and dialogue to ensure AI development benefits all.

Representatives from Microsoft and OpenAI highlighted that much of the existing evidence on AI’s employment impact is concentrated in a few countries, particularly the United States, with limited data available from emerging economies. This gap makes it difficult to draw firm conclusions and reinforces the need for systematic global data collection on AI adoption and employment outcomes.

The session concluded that strengthening labour market resilience in the AI era will require better measurement of technology adoption, anticipatory governance, coordinated investments in skills and institutional capacity, and robust social protection systems. Only through such integrated efforts can productivity gains from AI translate into broad-based economic and social benefits.

EduConnect

Despite 90% Placements, Goa’s Graduates Are Choosing Entrepreneurship and Self-Employment


While Goa’s engineering and diploma colleges boast an impressive 90%+ placement rate, a more meaningful transformation is happening beneath the surface. A new generation of graduates is stepping beyond the boundaries of traditional employment — choosing entrepreneurship, self-employment, and reskilling as their path forward.

This isn’t about rejecting jobs — it’s about redefining success. With over 500 students placed in on- and off-campus drives, Goa’s talent is clearly industry-ready. But over 300 others are intentionally opting for higher education, entrepreneurial ventures, or skill-building initiatives. This points to a growing mindset shift: one where skills, not just degrees, are viewed as the currency of the future.

This transformation didn’t happen overnight.

At the heart of this change is the Startup and IT Promotion Cell and the Department of Information Technology, Electronics & Communications, led by Hon’ble Minister Shri Rohan A. Khaunte. Their strategic focus has been to reimagine education not just as a route to employment, but as a platform for lifelong learning and innovation.

Under this vision, Goa is building a holistic skilling ecosystem that evolves in real time with industry trends. Through initiatives like:

  • BridgeAura ’25: a forward-looking industry-academia partnership program
  • Goa AI Mission: introducing AI-driven learning and problem-solving in institutions
  • Startup Yatra Bootcamp and Masterclasses: that give students direct exposure to entrepreneurial tools
  • Hackathons and real-world project challenges

Goa is not just producing graduates — it’s nurturing founders, builders, and future leaders.

Institutions across the state are playing their part. From TORQUE 2025 at Goa College of Engineering (GEC), led by the Mechanical Engineering Students’ Association (MESA), to IDEAS 3.0 at Padre Conceicao College of Engineering (PCCE), students are being given platforms to innovate, present ideas, collaborate in teams, and build solutions to real problems.

These events are more than academic exercises — they are incubators for startup culture and entrepreneurial confidence.

Goa is now emerging as a model for how a state can equip its youth not just for the jobs of today, but to create the opportunities of tomorrow.

This generation of students isn’t just getting hired — they’re getting ready to hire others.