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According to a leading business consultancy, 3–14% of the global workforce will need to switch to a different occupation within the next 10-15 years, and all workers will need to adapt as their occupations (26) _______ alongside increasingly capable machines. Dr Stella Pachidi from Cambridge Judge Business School believes that some of the most fundamental changes are happening as a result of the 'algorithmication' of jobs (27) _______ are dependent on data rather than on production - the so-called knowledge economy. Algorithms are capable of learning from data to (28) _______ tasks that previously needed human judgement, such as reading legal contracts, analysing medical scans and gathering market intelligence. 'In (29) _______ cases, they can outperform humans,' says Pachidi. '(30) _______ these enhancements are not without consequences,' says Pachidi. 'If routine cognitive tasks are taken over by AI, how do professions develop their future experts?' she asks. 'One way of learning about a job is “legitimate peripheral participation” - a novice stands next to experts and learns by observation. If this isn't happening, then you need to find new ways to learn.'

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