This month, the chief executive of Ola – a ride-hailing app that competes with Uber in India – unveiled a new artificial intelligence (AI) company focused on building a complete Indian AI system from scratch.
It is something that is a relatively new territory for the country, as it strives to make AI India-centric.
Many of the existing AI models that are being used globally are largely based on the English language and rooted in Western culture, founder Bhavish Aggarwal, who is also the chief executive and co-founder of Ola, said during a live-stream of the launch of the new AI company, called Krutrim.
It has been fully developed for India specifically and can understand India’s 22 official languages and generate content in 10 of them.
Mr Aggarwal demonstrated some of the technology's capabilities by asking Krutrim, which means “artificial” in Sanskrit, to write a poem in Bengali about the monsoon rains.
Billions of pieces of data that are unique to India have been used to create Krutrim, which will be fully open for use next month, the company says.
“AI will define the future paradigms of economy and culture,” says Mr Aggarwal. “And to become a true leader of the world, India needs to become a global leader in AI.”
Krutrim has been designed to have uses ranging from education to business communications, it says.
The company's launch comes amid AI’s wide use globally and developments which have prompted growing calls and concerns around the regulation of AI.
This year, there have been breakthroughs globally – as well as controversies – with the rise of generative AI, which is capable of creating new content including text, videos, images and audio.
ChatGPT is the best known example of this. Developed by AI research company OpenAI, ChatGPT is a chatbot that engages in conversational dialogue and can generate text to meet users' specific requirements.
Such strides in technology present an opportunity to create efficiencies and boost economies, analysts say.
If India fully capitalises on generative AI technology, the country has the potential to add $359 billion to $438 billion in the financial year between April 2029 and March 2030, which would be a 5.9 per cent to 7.2 per cent increase on its baseline gross domestic product, a report by EY said.
It says that most of this impact will come from AI's use in sectors including IT, financial services and retail.
The Indian government has highlighted AI as a significant enabler of the country's digital economy.
Investment is flowing into the sector. The total investment into AI start-ups in India reached $3.24 billion last year, the fifth highest globally, Stanford University's AI Index Report said.
“AI is pervasive across Indian organisations, influencing both business functions and industry sectors, as they increasingly embrace the transformative power of AI to drive innovation and enhance overall operational efficiency,” says Sameer Dhanrajani, chief executive at AI consulting and advisory firm AIQRATE and at 3AI, a platform for AI and analytics leaders and professionals.
However, besides using AI, India, which has a thriving IT sector, also has an opportunity to be a part of its development and create systems that are designed for the country of more than 1.4 billion people, with unique and diverse cultural aspects and languages. While OpenAI and Google do have Indian language databases, they largely rely on English data.
That is where companies like Krutrim step in.
India has been embracing AI, and a wide range of start-ups in the country have emerged offering AI solutions as they try to tap into the trend.
Companies including Krutrim are hoping to take this a step further by developing their own foundational model, known as a large language model (LLM).
“A lot of companies – both start-up and large companies – are racing to do that,” says Jaspreet Bindra, founder of consultancy The Tech Whisperer.
Other companies in India that are engaged in the task of creating LLMs include Tech Mahindra, one of the world’s largest IT services companies.
Called Project Indus, Tech Mahindra's aim is for its model to understand 40 different Indian languages. Beyond India's 22 official languages, there are dozens of other major languages.
Start-up CoRover.ai this month announced the launch of its Indian generative AI platform, BharatGPT, for which it has tied up with Google Cloud as a technology partner.
Another start-up, Sarvam AI, based in Bengaluru is also building LLMs.
“There has been a lot of discussion around India-centric models,” says Mr Bindra. “The inspiration from that comes from countries that have already created their own models – China has over 100 such models.
“The UAE pleasantly surprised the world by creating Falcon and then Jais, which are world-class open-source AI and LLMs. Therefore, the question in India is that why can’t India – with all its IT prowess, with all the human resources that it has – create its own LLMs?”
However, it is “not very easy to create an LLM of the scale, size and performance of a ChatGPT”, Mr Bindra says.
For one, it can require billions of dollars to create a ground-up, full stack LLM, he explains.
Other hurdles include sourcing the talent to develop the technology.
Krutrim, for example, was developed by computer scientists based in Bengaluru and San Francisco.
But one of the most difficult parts of the process, Mr Bindra says, is gathering the huge amounts of data required for developing such models.
“More important than language is context,” he says. “We need models with Indian context – Indian healthcare information, Indian data from radio and TV channels, Indian land records data, legal, education. All of these are going to be important to create the right kind of models for India,” he says.
Ultimately, if India can develop models that are accessible to the mass population, it will give a massive boost to the economy, he adds.
“India-centric AI models are crucial due to the country's diverse linguistic, cultural and socio-economic landscape,” says Deepika Loganathan, co-founder and chief executive at HaiVE. Tech, an AI provider.
“Tailoring AI models to India's unique context ensures they are more effective and inclusive.”
However, India's work in this area is still at a relatively nascent stage, she adds.
“While some strides have been made in this area, notably in language processing and localised applications, there's a need for more extensive work,” says Ms Loganathan.
This includes “developing data sets that reflect India’s diversity and addressing local challenges through AI”.
The main challenges include shortage of skilled AI professionals, infrastructural constraints and data privacy concerns, she says.
“Additionally, there's a need for more comprehensive regulatory frameworks to govern AI use.”
The rapid acceleration and growing capabilities of AI means that India, along with other countries, faces the conundrum of how to regulate the technology amid worries about ethical implications, concerns about security and the potential impact on jobs.
Addressing these challenges requires “a multifaceted approach”, Ms Loganathan says. This would involve enhancing AI education and training, investing in infrastructure, formulating clear AI policies and developing public-private partnerships.
Industry experts, meanwhile, remain optimistic about the progress that AI could experience in India in 2024.
“With increasing investment in AI research and development, growing government support, and the rising adoption of AI across industries, we are likely to see significant advancements,” says Ms Loganathan.
“I anticipate more collaboration between academia, industry and government to drive AI innovation, addressing both domestic and global challenges.”
Who's who in Yemen conflict
Houthis: Iran-backed rebels who occupy Sanaa and run unrecognised government
Yemeni government: Exiled government in Aden led by eight-member Presidential Leadership Council
Southern Transitional Council: Faction in Yemeni government that seeks autonomy for the south
Habrish 'rebels': Tribal-backed forces feuding with STC over control of oil in government territory
Know your cyber adversaries
Cryptojacking: Compromises a device or network to mine cryptocurrencies without an organisation's knowledge.
Distributed denial-of-service: Floods systems, servers or networks with information, effectively blocking them.
Man-in-the-middle attack: Intercepts two-way communication to obtain information, spy on participants or alter the outcome.
Malware: Installs itself in a network when a user clicks on a compromised link or email attachment.
Phishing: Aims to secure personal information, such as passwords and credit card numbers.
Ransomware: Encrypts user data, denying access and demands a payment to decrypt it.
Spyware: Collects information without the user's knowledge, which is then passed on to bad actors.
Trojans: Create a backdoor into systems, which becomes a point of entry for an attack.
Viruses: Infect applications in a system and replicate themselves as they go, just like their biological counterparts.
Worms: Send copies of themselves to other users or contacts. They don't attack the system, but they overload it.
Zero-day exploit: Exploits a vulnerability in software before a fix is found.
Indika
%3Cp%3E%3Cstrong%3EDeveloper%3A%3C%2Fstrong%3E%2011%20Bit%20Studios%3Cbr%3E%3Cstrong%3EPublisher%3A%3C%2Fstrong%3E%20Odd%20Meter%3Cbr%3E%3Cstrong%3EConsole%3A%3C%2Fstrong%3E%20PlayStation%205%2C%20PC%20and%20Xbox%20series%20X%2FS%3Cbr%3E%3Cstrong%3ERating%3A%3C%2Fstrong%3E%204%2F5%3C%2Fp%3E%0A
A general guide to how active you are:
Less than 5,000 steps - sedentary
5,000 - 9,999 steps - lightly active
10,000 - 12,500 steps - active
12,500 - highly active
PROFILE OF CURE.FIT
Started: July 2016
Founders: Mukesh Bansal and Ankit Nagori
Based: Bangalore, India
Sector: Health & wellness
Size: 500 employees
Investment: $250 million
Investors: Accel, Oaktree Capital (US); Chiratae Ventures, Epiq Capital, Innoven Capital, Kalaari Capital, Kotak Mahindra Bank, Piramal Group’s Anand Piramal, Pratithi Investment Trust, Ratan Tata (India); and Unilever Ventures (Unilever’s global venture capital arm)
BeIN Sports currently has the rights to show
- Champions League
- English Premier League
- Spanish Primera Liga
- Italian, French and Scottish leagues
- Wimbledon and other tennis majors
- Formula One
- Rugby Union - Six Nations and European Cups
Test
Director: S Sashikanth
Cast: Nayanthara, Siddharth, Meera Jasmine, R Madhavan
Star rating: 2/5
match info
Manchester United 3 (Martial 7', 44', 74')
Sheffield United 0
Who has lived at The Bishops Avenue?
- George Sainsbury of the supermarket dynasty, sugar magnate William Park Lyle and actress Dame Gracie Fields were residents in the 1930s when the street was only known as ‘Millionaires’ Row’.
- Then came the international super rich, including the last king of Greece, Constantine II, the Sultan of Brunei and Indian steel magnate Lakshmi Mittal who was at one point ranked the third richest person in the world.
- Turkish tycoon Halis Torprak sold his mansion for £50m in 2008 after spending just two days there. The House of Saud sold 10 properties on the road in 2013 for almost £80m.
- Other residents have included Iraqi businessman Nemir Kirdar, singer Ariana Grande, holiday camp impresario Sir Billy Butlin, businessman Asil Nadir, Paul McCartney’s former wife Heather Mills.
Hunting park to luxury living
- Land was originally the Bishop of London's hunting park, hence the name
- The road was laid out in the mid 19th Century, meandering through woodland and farmland
- Its earliest houses at the turn of the 20th Century were substantial detached properties with extensive grounds
UAE currency: the story behind the money in your pockets
COMPANY%20PROFILE
%3Cp%3E%3Cstrong%3ECompany%20name%3A%3C%2Fstrong%3E%20Revibe%20%0D%3Cbr%3E%3Cstrong%3EStarted%3A%3C%2Fstrong%3E%202022%0D%3Cbr%3E%3Cstrong%3EFounders%3A%3C%2Fstrong%3E%20Hamza%20Iraqui%20and%20Abdessamad%20Ben%20Zakour%20%0D%3Cbr%3E%3Cstrong%3EBased%3A%3C%2Fstrong%3E%20UAE%20%0D%3Cbr%3E%3Cstrong%3EIndustry%3A%3C%2Fstrong%3E%20Refurbished%20electronics%20%0D%3Cbr%3E%3Cstrong%3EFunds%20raised%20so%20far%3A%3C%2Fstrong%3E%20%2410m%20%0D%3Cbr%3E%3Cstrong%3EInvestors%3A%20%3C%2Fstrong%3EFlat6Labs%2C%20Resonance%20and%20various%20others%0D%3C%2Fp%3E%0A
THE BIO
Ms Davison came to Dubai from Kerala after her marriage in 1996 when she was 21-years-old
Since 2001, Ms Davison has worked at many affordable schools such as Our Own English High School in Sharjah, and The Apple International School and Amled School in Dubai
Favourite Book: The Alchemist
Favourite quote: Failing to prepare is preparing to fail
Favourite place to Travel to: Vienna
Favourite cuisine: Italian food
Favourite Movie : Scent of a Woman
MATCH INFO
Barcelona 4 (Suarez 27', Vidal 32', Dembele 35', Messi 78')
Sevilla 0
Red cards: Ronald Araujo, Ousmane Dembele (Barcelona)
The specs
Engine: 3.0-litre six-cylinder turbo
Power: 398hp from 5,250rpm
Torque: 580Nm at 1,900-4,800rpm
Transmission: Eight-speed auto
Fuel economy, combined: 6.5L/100km
On sale: December
Price: From Dh330,000 (estimate)
RESULTS
6.30pm Maiden (TB) Dh82.500 (Dirt) 1,400m
Winner Meshakel, Royston Ffrench (jockey), Salem bin Ghadayer (trainer)
7.05pm Handicap (TB) Dh87,500 (D) 1,400m
Winner Gervais, Connor Beasley, Ali Rashid Al Raihe.
7.40pm Handicap (TB) Dh92,500 (Turf) 2,410m
Winner Global Heat, Pat Cosgrave, Saeed bin Suroor.
8.15pm Handicap (TB) Dh105,000 (D) 1,900m
Winner Firnas, Royston Ffrench, Salem bin Ghadayer.
8.50pm UAE 2000 Guineas Trial (TB) Conditions Dh183,650 (D) 1,600m
Winner Rebel’s Romance, William Buick, Charlie Appleby
9.25pm Dubai Trophy (TB) Conditions Dh183,650 (T) 1,200m
Winner Topper Bill, Richard Mullen, Satish Seemar
10pm Handicap (TB) Dh102,500 (T) 1,400m
Winner Wasim, Mickael Barzalona, Ismail Mohammed.
FROM%20THE%20ASHES
%3Cp%3EDirector%3A%20Khalid%20Fahad%3C%2Fp%3E%0A%3Cp%3EStarring%3A%20Shaima%20Al%20Tayeb%2C%20Wafa%20Muhamad%2C%20Hamss%20Bandar%3C%2Fp%3E%0A%3Cp%3ERating%3A%203%2F5%3C%2Fp%3E%0A
The biog
DOB: March 13, 1987
Place of birth: Jeddah, Saudi Arabia but lived in Virginia in the US and raised in Lebanon
School: ACS in Lebanon
University: BSA in Graphic Design at the American University of Beirut
MSA in Design Entrepreneurship at the School of Visual Arts in New York City
Nationality: Lebanese
Status: Single
Favourite thing to do: I really enjoy cycling, I was a participant in Cycling for Gaza for the second time this year
The%20pillars%20of%20the%20Dubai%20Metaverse%20Strategy
%3Cp%3EEncourage%20innovation%20in%20the%20metaverse%20field%20and%20boost%20economic%20contribution%3C%2Fp%3E%0A%3Cp%3EDevelop%20outstanding%20talents%20through%20education%20and%20training%3C%2Fp%3E%0A%3Cp%3EDevelop%20applications%20and%20the%20way%20they%20are%20used%20in%20Dubai's%20government%20institutions%3C%2Fp%3E%0A%3Cp%3EAdopt%2C%20expand%20and%20promote%20secure%20platforms%20globally%3C%2Fp%3E%0A%3Cp%3EDevelop%20the%20infrastructure%20and%20regulations%3C%2Fp%3E%0A
CHATGPT%20ENTERPRISE%20FEATURES
%3Cp%3E%E2%80%A2%20Enterprise-grade%20security%20and%20privacy%3C%2Fp%3E%0A%3Cp%3E%E2%80%A2%20Unlimited%20higher-speed%20GPT-4%20access%20with%20no%20caps%3C%2Fp%3E%0A%3Cp%3E%E2%80%A2%20Longer%20context%20windows%20for%20processing%20longer%20inputs%3C%2Fp%3E%0A%3Cp%3E%E2%80%A2%20Advanced%20data%20analysis%20capabilities%3C%2Fp%3E%0A%3Cp%3E%E2%80%A2%20Customisation%20options%3C%2Fp%3E%0A%3Cp%3E%E2%80%A2%20Shareable%20chat%20templates%20that%20companies%20can%20use%20to%20collaborate%20and%20build%20common%20workflows%3C%2Fp%3E%0A%3Cp%3E%E2%80%A2%20Analytics%20dashboard%20for%20usage%20insights%3C%2Fp%3E%0A%3Cp%3E%E2%80%A2%20Free%20credits%20to%20use%20OpenAI%20APIs%20to%20extend%20OpenAI%20into%20a%20fully-custom%20solution%20for%20enterprises%3C%2Fp%3E%0A