Here are 4 clear bullet points summarizing the article: • India is building a national AI framework with a massive allocation of over Rs 10,000 crore to establish domestic AI capability and reduce dependence on external ecosystems. • Despite this progress, India faces a challenge in its workforce's ability to keep up with the transformation brought by new-era technologies, with a significant gap between academic preparation and operational readiness for AI-related roles. • The country produces approximately 1.5 million engineering graduates annually, but many struggle to clear practical assessments for AI-era roles due to outdated foundations rooted in older technology stacks. • Employers are increasingly focused on the people aspect of AI adoption, with a shortage of advanced specialists creating intense competition and driving demand for experienced professionals who possess skills in areas like transformer architectures and model optimization.

Here are the 4 clear bullet points summarizing the article: • Paul Jones is a renowned poet and computer scientist who was inducted into the NC State Computer Science Hall of Fame in 2021. • His poetry has taken an unusual journey beyond Earth, with one manuscript crashing into the moon's surface in 2019 and another successfully landing on the moon in February 2024. • Jones has published two poetry collections, "Something Wonderful" (2021) and "Something Necessary" (2024), and his work has appeared in various literary journals and anthologies. • The article also includes a poem by Richard Brautigan that explores the theme of a harmonious coexistence between humans and machines.

Here are four clear bullet points summarizing the article: • The TOI Business Desk provides latest news from around the world, focusing on global business landscape, industries, markets, economic trends, and exclusive reports. • The desk's mission is to inform readers about the ever-changing business world, providing valuable insights and updates. • The desk offers tools for calculating various financial metrics, including monthly loan installments, investment returns, PPF and FD maturity amounts, pension corpus, and NPS estimates. • A Mutual Fund Calculator helps estimate future investment values, making it easier for readers to make informed decisions.

Here are four clear bullet points summarizing the article: • **Public opinion on AI is increasingly negative**: According to Stanford University's annual report, the public's view on AI is diverging from that of AI experts, with concerns about job loss, medical care, and economy being top priorities. • **Experts are optimistic while the public is anxious**: 56% of AI experts believe AI will have a positive impact on the US over the next 20 years, but only 10% of Americans feel excited about AI's increased use in daily life. • **Regulation concerns are high**: The US has the lowest trust in its government to regulate AI responsibly (31%), while Singapore ranks highest at 81%. Nationally, 41% of respondents believe federal AI regulation will not go far enough. • **Despite fears, people still find benefits from AI products and services**: Globally, those who feel that AI products and services offer more benefits than drawbacks rose to 59%, but those who are "nervous" about AI grew to 52%.

Here are four clear bullet points summarizing the news article: • Iran's top science and engineering university, Sharif University of Technology, was bombed by the US and Israel, destroying critical infrastructure including an artificial intelligence centre. • The attack is part of a broader campaign targeting civilian sites, including universities and cultural heritage sites, with over 30 universities affected since the start of the war. • Iran's President Masoud Tajrishi believes that the attacks are aimed at stifling progress and development in the country, particularly in AI technology, which has been worked on domestically due to US sanctions. • The attacks have caused concern among Iranians, who are already dealing with economic woes and an energy crisis, and have prompted local media to lash out against foreign-based Iranians who support the US and Israeli attacks.