Scooped by AI

“I’m not talking about computer-generated stories about earthquakes, earnings reports, or sports scores. These will be stories on your beat, written by humans who understand how to use machine learning to aid their reporting.”

In 2018, you will be scooped by a reporter using artificial intelligence.

Four years ago, ProPublica’s Scott Klein predicted “you will be scooped by a reporter who knows how to program.” And you were.

In the months ahead, some of those journo-programmers — and probably some grad students looking for strong, unique projects — will break big stories using machine learning. These will be important truths and facts invisible to humans alone.

I’m not talking about computer-generated stories about earthquakes, earnings reports, or sports scores. These will be stories on your beat, written by humans who understand how to use machine learning to aid their reporting.

It’s already happening:

  • ProPublica’s Jeremy Merrill used machine learning to detect the issues uniquely important to each member of Congress.
  • BuzzFeed News’s Peter Aldhous, Christian Stork, and Charles Seife used machine learning to identify surveillance aircraft run by the U.S. Marshals and military contractors.
  • The Atlantic’s Andrew McGill used machine learning to figure out whether Donald Trump is writing his own tweets.

Over the past year, conversations around AI and journalism often ventured into worries about artificial intelligence being deployed to replace reporters. But in the new year, we’ll be talking about how often reporters deployed artificial intelligence to land big stories.

John Keefe is a developer in the Quartz Bot Studio.

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Rubina Madan Fillion   Unlocking the potential of AI

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Mario García   Storytelling finally adapts to mobile

Matt Carlson   Attacks on the press will get worse

Jake Levine   The return to now

C.W. Anderson   The social media apocalypse

Caitlin Thompson   Podcasting models mature and diversify

Alexios Mantzarlis   Moving fake news research out of the lab

Debra Adams Simmons   And a woman shall lead them

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Doris Truong   Computer vision vs. the Internet vigilantes

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Neha Gandhi   Filler killers

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Alice Antheaume   Are you fluent in AI?

Paul Ford   Go global

Ruth Palmer   Risks will grow for news subjects — especially minorities

Jennifer Choi   Standing up for us and for each other

Rodney Gibbs   Tech workers turn to journalism

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Jesse Holcomb   Information disorder, coming to a congressional district near you

Evie Nagy   Pivot to mobile video frustration

Lanre Akinola   Making noise is not a strategy

Pia Frey   Address users as individuals

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Laura E. Davis   Writing answers before you know the question

Taylor Lorenz   Social and media will split

Emily Goligoski   Looking beyond news for inspiration

Christopher Meighan   Passive partnership is in the rearview

Tamar Charney   We get serious about algorithms

Nicholas Diakopoulos   Fortifying social media from automated inauthenticity

Michelle Garcia   Navigating journalistic transparency

Andrew Losowsky   The year of resilience

Vanessa K. DeLuca   Women’s voices take center stage

L. Gordon Crovitz   Serving readers over advertisers

Joanne Lipman   Journalists inventing revenue streams

Marcela Donini and Thiago Herdy   Collaboration is the way forward for Brazilian journalism

Tanya Cordrey   Finally, the seeds of radical reinvention

Tanzina Vega   It’s time for media companies to #PassTheMic

Matt Thompson   Here come the attention managers

Miguel Castro   The arrival of the impact producer

P. Kim Bui   The reckoning is only beginning

Sydette Harry   Listen to your corner and watch for the hook

Carrie Brown-Smith   Transparency finally takes off

Alan Soon   The rise of start of psychographic, micro-targeted media

Brian Lam   Sketchy ethics around product reviews

Jacqui Cheng   Retailers move into content

David Skok   Finding an information-life balance

Dan Shanoff   You down with OTT? (Yeah, DTC)

Tim Carmody   Watch out for Spotify

Vivian Schiller   Pivot to tomorrow

Frédéric Filloux   External forces

Felix Salmon   Covering bitcoin while owning bitcoin

Juleyka Lantigua-Williams   Women of color will reclaim and monetize our time

Betsy O'Donovan and Melody Kramer   Skepticism and narcissism

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Mariana Moura Santos   Think local, act global

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Nicholas Quah   Stop talking trash about young people

Basile Simon   We need better career paths for news nerds

Yvonne Leow   The rise of video messaging

Rachel Davis Mersey   AI, with real smarts

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Edward Roussel   Eyes, ears, and brains

Hossein Derakhshan   Television has won

Jim Moroney   Newspapers have to be good enough for readers to pay for

Raju Narisetti   Mirror, mirror on the wall

Eric Ulken   The year local publishers get smart(er) about change

Steve Grove   The midterms are an opportunity

Ståle Grut   Reclaiming audience interaction from social networks

Amy Webb   Listen to weak signals

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Feli Sánchez   The year for guerrilla user research

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Adam Thomas   Sharing is caring: The year of the mentor

Bill Keller   A growing turn to philanthropy

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Francesco Marconi   The year of machine-to-machine journalism

Borja Echevarría   TV goes digital, digital goes TV

Dan Newman   A return to trust

Manoush Zomorodi   Self-help as a publishing strategy

Kinsey Wilson   Facebook and Google: Help out or pay up

Ray Soto   VR reaches the next level

Juliette De Maeyer   A responsible press criticism

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Jarrod Dicker   Honesty in advertising

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Jim Brady   With the people, not just of the people

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Ernst-Jan Pfauth   Publishing less to give readers more

Alastair Coote   The year of self-improvement

Umbreen Bhatti   The trust problem isn’t new

Heather Bryant   Building the ecosystems for collaboration

Matt Boggie   The intellectual equivalent of the Dead Sea

Joyce Barnathan   It will be harder to bury the news

Nikki Usher   The year of The Washington Post

Rick Berke   Value is the watchword

Joanne McNeil   Gatekeeping the gatekeepers

Trushar Barot   The Jio-fication of India

Federica Cherubini   The rise of bridge roles in news organizations

Monique Judge   Letting black women tell their own stories

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