Step Aside, Human.

“It is an invisible force that goes by many names. Computerization. Automation. Artificial intelligence. Technology. Innovation. And, everyone’s favorite, ROBOTS. Whatever name you prefer, some form of it has been stoking progress and killing jobs — from seamstresses to paralegals — for centuries. But this time is different: Nearly half of American jobs today could be automated in ‘a decade or two,’ according to a new paper by Carl Benedikt Frey and Michael A. Osborne, discussed recently in The Economist. The question is: Which half?”

A Prelude to WALL-E: In The Atlantic, Derek Thompson looks at the coming robotic takeover of the job market, whereby 47% of jobs could soon be automated. I for one welcome our new robot overlords — all the more reason why we need to start rethinking a social contract founded primarily on having full-time, two-income employment. We’re entering a new phase of human existence — we’d best start preparing for it. (Bionic man image via here.)

For Want of a Spreadsheet Check…

“This error is needed to get the results they published, and it would go a long way to explaining why it has been impossible for others to replicate these results. If this error turns out to be an actual mistake Reinhart-Rogoff made, well, all I can hope is that future historians note that one of the core empirical points providing the intellectual foundation for the global move to austerity in the early 2010s was based on someone accidentally not updating a row formula in Excel.”

As Mike Konczal of Rortybomb explains, the Reinhart-Rogoff paper “Growth in a Time of Debt,” which argued that high debt-to-GDP ratios stymie growth and has been one of the key economic foundations for recent deficit hysteria, turns out to be fundamentally flawed.

“This has been one of the most cited stats in the public debate during the Great Recession,” embraced by both Paul Ryan and the Washington Post. And it’s totally upside down. As Konczal says, “[t]he past guides us…it tells us that a larger deficit right now would help us greatly.”

Update: Dean Baker weighs in. “If facts mattered in economic policy debates, this should be the cause for a major reassessment of the deficit reduction policies being pursued in the United States and elsewhere. It should also cause reporters to be a bit slower to accept such sweeping claims at face value.”