Google's recent acquisition of Halli Labs, an artificial intelligence (AI) and machine learning (ML) startup started by an IIT-Delhi alumni Pankaj Gupta, has fuelled Bengaluru's ambition of becoming the hub of AI and ML product startups. Halli, which means a village in Kannada, was born five months ago in Bengaluru for developing solutions to traditional problems using AI, ML, deep learning and natural language processing technologies. Commenting on the development, Google's vice-president for product management Ceasar Sengupta tweeted, "Welcome Pankaj and the team at Halli Labs to Google. The company says it is focused on building deep learning and ML systems to address'old problems'. Gupta said the company will be joining Google's Next Billion Users team. "Halli Labs will help get more technology and information into more people's hands around the world," he said. Gupta is interested in the areas of personalisation, applied machine learning, AI, user growth and engagement, search, recommendation and discovery products, distributed systems, graph infrastructure and algorithms. He has published over 30 papers and filed more than 20 patent applications. Google and its parent company Alphabet are vigorously persuing acqui-hiring in AI startups along with other technology giants Baidu, Samsung, Microsoft, Apple, Facebook and Snap. According to a startup founder working in the similar space, AI and ML are still in their initial stages, just like how smartphone and mobile apps were a decade ago. "All startup founders are very much aware of its importance.

The last decade or so has seen a major change in technology growth, and a few words have become staple when it comes to answering how organisations are going to grow and work - Big Data, Machine Learning, and the Internet of Things (IoT). Each of these technologies have seen a rapid growth in terms of both adoption and implementation, and constitute pretty much what's driving our technology mission. On their own, they might seem like independent entities which have nothing in common, but at the centre lies the one thing that binds them all together - data. Every action, every click, every online interaction creates data points. Now, clubbing these data points and analysing them reveal some exciting and business-worthy information that can make a product or service from good to great. Data is nothing but information which can provide some valuable insights to companies on different aspects - from consumer behaviour, employee attrition, brand image to revenue forecast, predictive models and fraud detection.

For years, science-fiction moviemakers have been making us fear the bad things that artificially intelligent machines might do to their human creators. But for the next decade or two, our biggest concern is more likely to be that robots will take away our jobs or bump into us on the highway. Now, five of the world's largest tech companies are trying to create a standard of ethics around the creation of artificial intelligence. While science fiction has focused on the existential threat of AI to humans, researchers at Google's parent company, Alphabet, and those from Amazon, Facebook, IBM and Microsoft have been meeting to discuss more tangible issues, such as the impact of AI on jobs, transportation and even warfare. Tech companies have for long promised what artificially intelligent machines can do.