President Donald Trump and Democratic challenger Joe Biden are battling it out for the White House, with polls gradually closing across the United States Tuesday and a long night of waiting for results ahead.

The first results are trickling in, with US media projecting wins for the Republican incumbent so far in Alabama, Arkansas, Indiana, Kentucky, Mississippi, Oklahoma, Tennessee and West Virginia -- all states he won in 2016. 

Biden has captured Connecticut, his home state of Delaware, Maryland, Illinois, Massachusetts, Rhode Island, Vermont, Virginia and New Jersey, as well as the three electoral votes given to the US capital Washington (District of Columbia). All were won by Democrat Hillary Clinton in 2016.

Trump's campaign claimed victory Tuesday in the must-win state of Florida, though US media said that race was still too close to call.  The president's campaign made the claim in a tweet as ballots were still being counted in the state that holds 29 state-by-state Electoral College votes.

The New York Times put the president's chances of winning Florida at over 95 percent.

So far, that gives Biden 88 electoral votes and Trump 63. The magic number is 270. Observers expect the hotly contested race for the White House to come down to a handful of key battleground states.

Counting this year has been slowed by the unprecedented use of mail-in ballots in response to fears of the coronavirus. More than 100 million Americans had already cast votes before Election Day.

Trump, 74, expressed confidence as the evening approached, tweeting in all his characteristic all-caps "WE ARE LOOKING REALLY GOOD ALL OVER THE COUNTRY. THANK YOU!"

He was watching the results come in at the White House, surrounded by staff. It was not clear whether he'd speak to the public at some point but he said earlier Tuesday that he wasn't yet "thinking about a concession speech or acceptance speech."

"Winning is easy," he said. "Losing is never easy -- not for me."

Biden, hunkered down with family at home in Delaware, likewise said that voter patterns during the day seemed to favor his side.

"What I'm hearing is that there's overwhelming turnout. And overwhelming turnout particularly of young people, of women, and an overwhelming turnout of African American voters, particularly in Georgia and Florida, over the age of 65," he told reporters.

"The things that are happening bode well for the base that has been supporting me."

SOURCE: NDTV

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Bengaluru (PTI): Karnataka Chief Minister Siddaramaiah on Friday said to further strengthen the AI sector, AI and Robotics Technology Park under IISc, will set up a robotics and AI campus called "Bangalore Robotics and AI Innovation Zone" during the current year.

This campus will be set up in collaboration with ISRO and Karnataka State Electronics Development Corporation Limited (KEONICS), Siddaramaiah added.

Presenting Karnataka Budget 2026-27, he said, a centre of Excellence for AI will be set up at IIIT Raichur at a cost of Rs 5 crore.

Noting that Karnataka is the first state to introduce the Global Capability Center (GCC) Policy, the CM said, as a result of the progressive policies of the government, more than 550 GCCs are currently operating in the state.

"Under this policy, the target is to establish 500 new GCCs in the state by 2029, which are expected to create employment for 3.5 lakh people and generate an economic output of USD 50 billion. A new IT park will be established in Mangalore to promote GCC by KEONICS," he said.

With the support extended to the IT sector, more than 30,000 employees are working in 100 companies in Mysuru, the CM said.

To ease the congestion in Bengaluru and to strengthen economic activities beyond Bengaluru, Myasuru city will be developed as the second IT city of the state, he added.

To support drone testing and performance appraisal, a drone testing facility will be established in Chikkaballapur district, he said.

"During the current year, Rs 4 crore will be allocated for the development of an advanced surgical-assisted robot (COBOT)" in collaboration with IIIT-Bangalore and NIMHANS. This technology will facilitate improved outcomes in neurosurgical procedures, he added.

The CM said that infrastructure facilities will be developed at the Centre for Human Genetics at a total cost of Rs 20 crore to accommodate the newly established Institute of Advanced Genome Editing and Gene Therapy, along with other biotechnology-based laboratories.

With the objective of establishing a state-of-the-art AI Center of Excellence in Bengaluru, two centres of excellence will be set up in collaboration with the Institute of Bioinformatics and Applied Biotechnology, Centre for Cellular and Molecular Platforms and NASSCOM at a total cost of Rs 16 crore, he said.

Rs 10 crore will be allocated to implement the first phase of the Quantum Road Map over five years and this will train and develop high-quality human resources required in the quantum technology sector, he said.

Noting that a detailed project report has been prepared and submitted to the Central Government to establish a state-of-the-art 'Science City at a cost of Rs 233 crore in Adinarayana Hosahalli, Bengaluru, Siddaramaiah said, upon its approval, the State will take further steps, including design and development.

To inculcate scientific temper among students, Science centres have been established in all the districts, and planetariums have been set up in 11 districts. In the current year, six new planetariums will be developed in Vijayanagar, Ballari, Chitradurga, Yadgiri, Koppal and Bidar districts at a unit cost of Rs 4 crores and a total cost of Rs.24 crore, he said.

Highlighting that Karnataka is leading in the country's Information Technology sector, the CM said, "Our state has contributed to 43 per cent of India's IT exports. Under the new IT Policy 2025-30, software exports are expected to reach Rs 11.5 lakh crore by 2030."

Karnataka State has moved up from 21st position in the previous year to 14th in the global start-up ecosystem and is home to over 18,000 active Start-ups, he said.

"Bengaluru is also ranked 5th in the world's top 50 AI cities in the field of AI and Big Data," Siddaramaiah said.

The LEAP is a flagship initiative of the Government, launched with an outlay of Rs 1,000 crore to promote start-ups and entrepreneurship in cities beyond Bengaluru, Siddaramaiah said.

To increase employment opportunities through long-term industry-academia partnerships, a super 100 industry-academia adoption programme will be implemented in collaboration with Karnataka Digital Economy Mission(KDEM).

Karnataka ranks among the leading states in the ESDM and semiconductor sectors, he said.

It is a matter of pride that major global companies like Foxconn, LAM Research, and Applied Materials have recently invested in the state. The state anticipates investments to the tune of Rs 45,000 crore from companies in this sector, Siddaramaiah added.