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All around the world, from small-town Illinois in the US to Rochdale in England, from the Pacific shore of Perth, Australia, to Dumka in northern India, a revolution is under way in how governments treat the poor. You can't see it happening, and may have heard nothing about it. It's being planned by engineers and coders behind closed doors, in secure government locations far from public view. Only mathematicians and computer scientists fully understand the sea change, powered as it is by artificial intelligence (AI), predictive algorithms, risk modeling and biometrics. But if you are one of the millions of vulnerable people at the receiving end of the radical reshaping of welfare benefits, you know it is real and that its consequences can be serious – even deadly.

The UK government is accelerating the development of robots in the benefits system in a digitisation drive that vulnerable claimants fear could plunge them further into hunger and debt, the Guardian has learned. The Department for Work and Pensions has hired nearly 1,000 new IT staff in the past 18 months, and has increased spending to about £8m a year on a specialist "intelligent automation garage" where computer scientists are developing over 100 welfare robots, deep learning and intelligent automation for use in the welfare system. As well as contracts with the outsourcing multinationals IBM, Tata Consultancy and CapGemini, it is also working with UiPath, a New York-based firm co-founded by Daniel Dines, the world's first "bot billionaire" who last month said: "I want a robot for every person." His software, used by Walmart and Toyota, is now being deployed in a bid to introduce machine learning into checking benefit claims. The DWP is also testing artificial intelligence to judge the likelihood that citizens' claims about their childcare and housing costs are true when they apply for benefits.

In the classrooms of the future, students will no longer have to sit down for exams. Instead, they will be busy working together to solve the problems of the world. This is how Dr Abdulla Al Karam, director-general of the Knowledge and Human Development Authority (KHDA), sees the future of learning in Dubai, as he explained during a session at Gitex Technology Week on Wednesday, October 9. "In the future, classrooms will be replaced by open, collaborative spaces that bring students of different ages and abilities together. This will encourage students to work together on solving real-world problems from a very young age, allowing schools to completely move away from tests and exams," said Dr Al Karam. He explained that there will also be more'teachers' powered by artificial intelligence (AI). "Automation and artificial intelligence are changing every aspect of our life and, over the coming years, AI teachers will transform the classrooms that we see today."

In India whenever a person is detected facing medical conditions, most of them are likely to dodge the treatment process either due to the inability of fulfilling the demanded expenses or due to lack of time to complete the treatment. However, this practice is about to change with the help of artificial intelligence. The concept is becoming a fundamental component of the healthcare business globally. Multiple healthcare startups are started in the past several years and even some have come out with AI equipment to filter the condition through non-invasive methods with great accuracy in a couple of minutes. By combining medical sciences and computer engineering, self-dependent tools are developed which are capable of catching anomalies that even a human eye can miss.

Kerala government has requested Artificial Intelligence companies from developing a facial identification and a real-time mass surveillance system to be deployed across the state. Permanent cameras will be deployed at railway stations, bus stands, T-points, road junctions, and other public places if required mobile units can be deployed at a special place to record the venue such as a protest or any trouble spots. These surveillance cameras will be connected to powerful computers, and any person whose data has been entered into the system will be detected in minutes if the person steps in front of any camera installed across the state. The government of Kerala constituted "a strategic think-tank and advisory body" in the name of Kerala Development & Innovation Strategic Council (K-DISC). At present this approach is implemented in China where every citizen should have a file opened in his/her name in a mass surveillance called "social credit system".

As Artificial Intelligence, Machine Learning is evolving at a rapid speed in India and across the globe as well, and these techniques are particularly getting into every field. Retailers are using Artificial Intelligence, social media analytics to understand a targeted set of customer's shopping behavior and preferences. Tribetailing is the strategy adopted by Retail firms to identify and target customers who would most benefit from the offerings. Instead of marketing to everyone for a particular product or an offer Retailers are using this technique to focus on only potential customers. A report "Know your customers: What you see is what you get" said, "There is a dynamic change in customers preferences, Tribetailing helps retailers connect to the customers and understand them better. Artificial Intelligence, Social media analytics, and machine learning are the technologies used by retailers to get information about their customer's online activity, preferences, shopping behavior, history of the customer. With these advanced technologies, retailers can categorize customers in different categories and then coming up with the best solution, offer different offers accordingly such as promotional programs such as membership and discount offers according to the characterization. This info, it stated, is helping retailers to group customers in categories that are different and think of bespoke solutions, and devise personalized advertising and promotional programs like membership as well as commitment programs and discounts to focus on a particular category. With the growth of a tech-savvy and informed more customer base, retailers are more and more replacing the conventional mass-market approach with specific techniques created using insights driven from customer information, stated the report, that had been unveiled in connection with Mapic India. Anil Talreja, partner, Deloitte India said, "with the advent of technology customers trends are evolving at a rapid pace and customers are evolving to proactive seeker of products from a reactive entity.

Union minister Ravi Shankar Prasad on Thursday said that the government is focused to make India a $1 trillion digital economy which includes new technologies powered by Artificial Intelligence and Machine Learning, digital payments, e-commerce, and IoT(internet of things). "India took 55 years to raise its economy to $1 trillion whereas in the past 5 years, under the Narendra Modi government Indian economy has reached the milestone of $2.7 trillion. The next goal is to reach $5 trillion economy. The government is keen to make digital economy a $1 trillion economy, "Prasad said. He also mentioned at'Google for India' that the government is actively working upon creating an India envisioned by P.M. in 2014, where IT IT IT (Information technology Indian Talent India Tomorrow).

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Novartis announced the next step in reimagining medicine by founding the Novartis AI innovation lab and by selecting Microsoft Corp. as its strategic AI and data-science partner for this effort. The new lab aims to significantly bolster Novartis AI capabilities from research through commercialisation and help accelerate the discovery and development of transformative medicines for patients worldwide. As part of the strategic collaboration announced, Novartis and Microsoft have committed to a multi-year research and development effort. Microsoft and Novartis will also collaborate to develop and apply next-generation AI platforms and processes that support future programs across these two focus areas. The overall investment will include project funding, subject-matter experts, technology, and tools.