Anmol Pushjai Goel, an Indian entrepreneur and AI policy advisor, argues that India should redefine its success in artificial intelligence by prioritizing widespread public adoption over the development of frontier foundation models. In his essay, 'We Are Not Behind in the AI Race,' Goel posits that the current global focus on model size and compute infrastructure—often seen in the United States and China—does not align with India's unique socioeconomic requirements. Instead of competing for supremacy in foundational research, Goel advocates for utilizing AI as a practical tool to transform public service delivery, governance, education, healthcare, and agriculture for over a billion citizens.

Goel, the founder and CEO of the deep-technology firm Nuclear Edge, suggests that India possesses strategic advantages such as extensive digital public infrastructure and a growing technology workforce that can accelerate mass adoption. He contends that national success should be measured by the effectiveness of integrating AI into the country’s developmental framework rather than the quantity of large language models produced. This approach aims to establish India as a global leader in impactful AI governance and automation, distinguishing its path from the competitive, research-heavy models pursued by other leading nations.

An academic background in psychology, philosophy, and sociology informs Goel’s focus on the intersection of innovation and social ethics. Beyond his leadership at Nuclear Edge, he serves as a trustee for the Bharat Governance Council and holds advisory roles across several Indian government ministries regarding digital transformation and technology policy. His arguments have gained traction in policy circles, including discussions at the India AI Summit, where proponents are increasingly framing inclusive growth and practical deployment as essential pillars for India’s long-term national development strategy.

Anmol Pushjai Goel, an Indian entrepreneur and AI policy advisor, argues that India should redefine its success in artificial intelligence by prioritizing widespread public adoption over the development of frontier foundation models. In his essay, 'We Are Not Behind in the AI Race,' Goel posits that the current global focus on model size and compute infrastructure—often seen in the United States and China—does not align with India's unique socioeconomic requirements. Instead of competing for supremacy in foundational research, Goel advocates for utilizing AI as a practical tool to transform public service delivery, governance, education, healthcare, and agriculture for over a billion citizens.

Goel, the founder and CEO of the deep-technology firm Nuclear Edge, suggests that India possesses strategic advantages such as extensive digital public infrastructure and a growing technology workforce that can accelerate mass adoption. He contends that national success should be measured by the effectiveness of integrating AI into the country’s developmental framework rather than the quantity of large language models produced. This approach aims to establish India as a global leader in impactful AI governance and automation, distinguishing its path from the competitive, research-heavy models pursued by other leading nations.

An academic background in psychology, philosophy, and sociology informs Goel’s focus on the intersection of innovation and social ethics. Beyond his leadership at Nuclear Edge, he serves as a trustee for the Bharat Governance Council and holds advisory roles across several Indian government ministries regarding digital transformation and technology policy. His arguments have gained traction in policy circles, including discussions at the India AI Summit, where proponents are increasingly framing inclusive growth and practical deployment as essential pillars for India’s long-term national development strategy.