On-device AI is currently limited to premium devices and provides better data protection and power management than full cloud-based AI, since data is processed and stored locally. The research firm has identified 10 high-impact uses for AI-powered smartphones to enable vendors to provide more value to their customers. A few of these include “digital me” sitting on the device — that is, smartphones will be an extension of the user, capable of recognising them and predicting their next move. They will understand who you are, what you want, when you want it, how you want it done and execute tasks upon your authority.
Another is regarding user authentication — password-based, simple authentication is becoming too complex and less effective, resulting in weak security, poor user experience, and a high cost of ownership. Security technology combined with machine learning, biometrics and user behaviour will improve usability and self-service capabilities. For example, smartphones can capture and learn a user’s behaviour such as patterns when they walk, swipe, apply pressure to the phone, scroll and type, without the need for passwords or active authentications. Third is motion recognition — emotion sensing systems and affective computing allow smartphones to detect, analyse, process and respond to people’s emotional states. The proliferation of virtual personal assistants and other AI-based technology for conversational systems is driving the need to add emotional intelligence for better context and an enhanced service experience. Car manufacturers, for example, can use a smartphone’s front camera to understand a driver’s physical condition or gauge fatigue levels to increase safety. Another high-impact use is natural-language understanding — continuous training and deep learning on smartphones will improve the accuracy of speech recognition, while better understanding the user’s specific intentions. For example, natural-language understanding could be used as a near real-time voice translator on phones.
In five years, one in 10 jobs in India will disappear
The $160-billion IT-business process management (BPM) industry faces the biggest challenge in these changing times. Between 20 per cent and 35 per cent of the current employees in the sector are at risk of having their jobs wiped out by 2022. The pace of hiring is likely to slow down in India’s tech sector, which currently employs around 3.8 million people directly and 13 million indirectly, the report said. Compared to a historical growth rate of over 6 per cent, hiring in India’s IT-BPM sector is expected to increase by only between 3 per cent and 3.5 per cent year-on-year to reach 4.5 million by 2022. Nearly three-quarters of these jobs would require new skill sets. About 97 per cent of the 29 IT-BPM sector leaders believe that current employees need to undergo re-skilling to tap into these evolving opportunities. Of the 4.5 million openings created by 2022, between 450,000 and 900,000 would be deployed in the new jobs in IT-BPM.
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