The Edge interview with Kai-Fu Lee is very good. He is one of the original A.I. researchers and has worked in the industry for most of the big name technology companies.
He discusses the history of A.I., the current situation involving Deep Learning, and goes on to talk about the future."We're all going to face a very challenging next fifteen or twenty years, when half of the jobs are going to be replaced by machines. Humans have never seen this scale of massive job decimation."
Continue reading “Edge interview with Kai-Fu Lee”
There is a great graph-filled post over at Slate Star Codex called Technological Unemployment - much more than you wanted to know. After analysing a lot of data from the US economy, the author arrives at some tentative conclusions: The main point seems to be that the evidence for large-scale technological unemployment is mixed. There is evidence of technological underemployment however. There are signs that people are now struggling to adjust. The final paragraph is:
"This is a very depressing conclusion. If technology didn’t cause problems, that would be great. If technology made lots of people unemployed, that would be hard to miss, and the government might eventually be willing to subsidize something like a universal basic income. But we won’t get that. We’ll just get people being pushed into worse and worse jobs, in a way that does not inspire widespread sympathy or collective action. The prospect of educational, social, or political intervention remains murky."
The World-champion chess player Gary Kasparov concluded that "Weak human + machine + better process was superior to a strong computer alone and, more remarkable, superior to a strong human + machine + inferior process." He created "Freestyle Chess", pairing a computer and a human to make a stronger chess player. This hybrid combination is sometimes called a "Centaur".
Continue reading “Centaur Living”
There is a great post over at Charlie Stross' Blog
that gives the text of his keynote at the 34th Chaos Communication Congress
in Leipzig, December 2017. He makes some interesting points about old, slow AI - i.e. corporations, and compares them to cannibalistic organisms that shed people like cells. He talks about the ways the standard limiter of regulation are failing (regulatory capture and regulatory lag). He ends with a fairly negative assessment of where we are heading. It's a thought-provoking talk, and well worth reading / watching.
Continue reading “Dude, you broke the future!”
Here is a talk about machine learning given by Jeremy Howard which is part of the Exponential Finance Conference series which is well worth watching:
The Data Science Revolution (Jeremy Howard) - Exponential Finance 2014
from Exponential Conference Series
I've been reading the "Beyond Scarcity" series on FTAlphaville recently, and it's made some very interesting points. The posts argue that the current economic environment is deflationary with regard to goods. I think that is true, and one of the reasons is because of technology. Firstly technology is constantly making everything more efficient and because of global competition this is both reducing the production costs and making goods cheaper. Secondly technology is causing structural unemployment, which means less people have money to spend and there is less money flowing around the economy. Other factors causing deflation are the tight monetary conditions, the aging population, and potentially the effects of quantitative easing.
Continue reading “Surviving Post-Scarcity”
There is an interesting post over at pieria.co.uk called "The Financialisation of Labour". Frances Coppola compares the changing economic incentives between a company making a capital investment in a slave and an employee. She then suggests replacing the word "slave" with the word "robot".
Continue reading “Slaves, Robots and Labour”
Jon Perry has written an interesting post listing some strategies for dealing with the Technological Unemployment Problem.
The Technological Unemployment Problem is the issue of technology replacing humans to the point that there is massive unemployment.
Continue reading “The Technological Unemployment Problem”
There is an absolutely awesome bit of Neal Stephenson's book Reamde, that goes like this: The brain "was sort of like the electrical system of Mogadishu. A whole lot was going on in Mogadishu that required copper wire for conveyance of power and information, but there was only so much copper to go around, and so what wasn't being actively used tended to get pulled down by militias and taken crosstown to beef up some power-hungry warlord's private, improvised power network. As with copper in Mogadishu, so with neurons in the brain. The brains of people who did unbelievably boring shit for a living showed dark patches in the zones responsible for job-related processes, since all those almost-never-exercised neurons got pulled down and trucked somewhere else and used to beef up the circuits used to keep track of NCAA tournament brackets and celebrity makeovers."
Continue reading “Rewiring the Brain”
The Luddites were a 19th century anti-industrialisation movement (and militia), who believed that their jobs were at risk because of the industrialisation of manufacturing. They proceeded to try and destroy mechanical looms in a vain attempt to turn back the rising tide of industrialisation. These days anyone seen as a "Luddite" is perceived to be backward and anti-technology.
Continue reading “Were the Luddites Right?”