Will IBM's Watson put your job in jeopardy?
management.fortune.cnn.com
management.fortune.cnn.com
Oh shit - that is what I do.
But it appears the greater influence may come from "stationary," large-scale, HAL-like systems designed to interact effectively with human beings.
Watching Watson run-up the score so quickly was unsettling and I now understand why Kasparov cried. It makes one truly realize that nowadays, if the task can be automated, it probably will be.
However, it is a fact that AI are pervasive in our world today. We just don't recognize it as artificial intelligence.
http://en.wikipedia.org/wiki/Automated_Mathematician
That line of symbolic/formal AI seems to have pretty much died out (or at least not going anywhere very quickly), consider:
To see an example of this on the macroscale, look at the current recession. AD (Aggregate Demand) and production tanked, leading to unemployment. AD and production have recovered, but employment has not. There is a very plausible case to be made that productivity gains made many workers obsolete, and employers took advantage of the recession to cut them loose.
[edit: forgot that not everyone is an amateur economist. AD = Aggregate Demand.]
http://krugman.blogs.nytimes.com/2011/02/13/whos-unemployed/
The data is insufficiently granular to determine that. But as you can see, production has more or less completely recovered: http://research.stlouisfed.org/fred2/series/GDP http://research.stlouisfed.org/fred2/series/INDPRO
Employment has not recovered comparably: http://research.stlouisfed.org/fred2/series/PAYEMS
This means we are producing more now than ever before, and doing it with fewer people. This tells us that many of the people who were laid off are obsolete.
Now, as for Krugman's chart, it's somewhat tangential. Krugman as arguing (misleadingly, BTW) against the recalculation hypothesis, which proposes that we have a recession because the economy misallocated people into the wrong sectors. His chart is misleading since it focuses on an irrelevant ratio of two other irrelevant ratios. To determine if the recession is sectorial, one must look at employment [1].
If we do this, we find that construction employment is down 27% (from Jan 2008 to Jan 2011). Information services employment (I think this includes IT) is down 11%. Finance is down 8%, as is Retail. Durable goods manufacturing is down 22%.
http://research.stlouisfed.org/fred2/series/USFIRE http://research.stlouisfed.org/fred2/series/USCONS http://research.stlouisfed.org/fred2/series/USINFO http://research.stlouisfed.org/fred2/data/USTRADE.txt http://research.stlouisfed.org/fred2/series/DMANEMP
This clearly shows some sectors hit much harder than others, contrary to Krugman's claims. But Krugman's claims are tangential to the main point anyway.
[1] Unemployment is a skewed indicator because it excludes people not seeking work and people who find work in other sectors. I.e., a construction worker who finds a new job in retail lowers both the unemployment rate in construction (smaller numerator) and the unemployment rate in retail (bigger denominator). As the employment numbers show, this is a rather large set of people.
I was tempted to argue that the decline in construction doesn't support the "obsolete jobs" hypothesis, because the jobs were created by an overheated housing market and shouldn't have been there in the first place. But regardless of whether the jobs were justified in the first place, they're not coming back. A technological shift isn't the only thing that can make a job obsolete; a one-time speculative bubble can do the same thing.
It's the increase in production combined with the lack of increase in employment that is evidence in favor of technology making jobs obsolete.
Google is already doing this with human co-pilots. Once there is solid statistical data showing that a computer driver is safer and cheaper than a human, the phase-out of the human drivers will be pretty swift. After all, imagine the competitive advantage you'd have if your trucking company can replace a human driver with a computer. One that can drive 24 hours a day while making fewer mistakes. Even if this technology cost half a million dollars (and it won't), doing so would be a no-brainer.
I'm not so sure. Solid statistical data won't deter lawyers filing frivolous suits over every accident. "If only Big Faceless Co. didn't employ faceless robots, this sympathetic human might have lived! You should award lots of punitive damages."
Not to mention the teamsters would probably have a law against robot drivers passed...
But there are other factors at play. Too much of the US labor force was dedicated to housing, and those people are going to take a long time to either retrain or find new work with their existing skills. They are not being replaced by software (yet).
However, I essentially agree with the article. Software and robots will make it easier for corporations to grow profits with out hiring people, and that this increases the threat of income inequality.
- secretaries
- receptionists
- middle managers - keeps track of schedules and workloads
- insulates his team from clients' and upper management's requests
- does whatever his team needs him to do to stay productive
Watson can do at least two out of three.Watson: "What is shoe?"
The scary part is that line will probably rise up to the point where it encompasses all jobs currently done by humans within my lifetime.
But just think of the following arguments:
- If a person a hundred years ago would have predicted today's technology, this person might have thought that this technology will destroy most of the jobs and unemployment will raise. Instead, people moved to new types of jobs and economy continued to grow.
- Even if computers and robots can take over all of the jobs this does not need to be a bad thing. Of course this would not work in today's economic systems, but there could be new systems where computers and robots do the work and humans equally profit from the results.