"Despite Joseph's assertions, the middle-aged engineers who were laid off didn't go away and become software engineers – they largely landed up in worse jobs or on the scrapheap."
Reminds me of something a popular 2020 candidate says regularly about retraining failures as automation arrives to suck up jobs.
UK might need a Yang like $1000 pound/month citizen's dividend.