The one thing I never imagined when I became a freelance journalist in the late 1970s, is that one day, someday, a smart machine might take my job.
Back then, only a few humans were supposed to have the ability
to find a good story and write it down. While it was understood that some
animals are kind of clever, none, so far as I knew, went out into the world with
a reporter’s notebook and came back with well written copy. Okay, we knew that
dolphins and whales sing to each other, possibly about the big events in their
lives, but that wasn’t the same as Woodward and Bernstein bringing down Richard
Nixon. Story-telling was high on the list of unique human attributes, right up
there with belief in God and knowledge of the facts of death. Journalism was considered to be a craft
requiring years of hard training by a well educated, possibly talented human
being, and, when practiced by some, an art form.
However, as doing the research for Smarts has taught me, smartness has
broken through all the old boundaries that used to divide us from animals,
plants, slime molds and machines. About ten years ago, journalism professors
and computer scientists teamed up to create algorithms (instructions) enabling
computers to trawl through heaps of data to find patterns and turn it into
prose. Companies like Narrative Science
(their story- spinning software is called Quill) and Automated Insights (theirs
is called Wordsmith) have since partnered with publishers like Forbes and the
renowned journalism cooperative, the Associated Press, to write stories involving
Big Data. The software can express raw sports scores and financial reports in
something they call Natural Language, meaning sentences employing active verbs describing
victory, defeat, humiliation, growth, shrinkage, merger, and looming bankruptcy.
According to a March 8 opinion piece in the New
York Times (“If An Algorithm Wrote This, How Would You Even Know?” by
Shelley Podolny, a director of a Search company called H5), the AP produces
3,000 financial reports per quarter using Automated Insights’ Wordsmith. Forbes
uses Narrative Science’s Quill for writing various stories. These are allegedly
almost impossible to distinguish from those written by human hacks. How do we
know? Studies have been done.
But here’s the thing that matters more than whether the prose is
good or bad. Back in 2011, according to a story by Steve Lohr, also published
by the New York Times, the cost per
500 words for such stories, produced within seconds of data collection, had
already fallen below $10. That’s right, just two cents per word and nobody has
to wait for the journalist to come back from lunch. Costs will continue to shrink
as more publishers fire their sports and financial writers and use software
instead. And lest you think that a
quarterly report or a sports story is all that such systems will do, be advised
that one of the inventors, journalism and computer science professor Kris
Hammond, aims at big investigative stories done faster and better than human
journalists. In 2011, he predicted that within
five years, Narrative Science’s software would win a Pulitzer.
That’s next year.
If you think that’s scary, come back to this site next week and
I’ll tell you about DARPA.
I will come back and listen.
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