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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Christopher Meighan   Passive partnership is in the rearview

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Nikki Usher   The year of The Washington Post

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Bill Keller   A growing turn to philanthropy

S. Mitra Kalita   The arc of news and audience

Rick Berke   Value is the watchword

Sarah Marshall   Loyalty as the key performance indicator

Cory Haik   Suffering from realness, pivoting to impact

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Richard Tofel   The platforms’ power demands more reporters’ attention

Mike Caulfield   Refactoring media literacy for the networked age

Ruth Palmer   Risks will grow for news subjects — especially minorities

Helen Havlak   Keywords, not publishers, power the world’s biggest feeds

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Corey Ford   The empire strikes back

Daniel Trielli   The rich get richer, the poor scramble

Evie Nagy   Pivot to mobile video frustration

Vivian Schiller   Pivot to tomorrow

Kim Fox   Audience teams diversify their approach

Joanne Lipman   Journalists inventing revenue streams

Pablo Boczkowski   The rise of skeptical reading

Kawandeep Virdee   Zines had it right all along

Jake Levine   The return to now

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

Jessica Parker Gilbert   Design connects storytelling and strategy

Laura E. Davis   Writing answers before you know the question

José Zamora   Revenue-first journalism

Zizi Papacharissi   Women come back

Damon Krukowski   Reviving the alt-weekly soul

C.W. Anderson   The social media apocalypse

Michelle Garcia   Navigating journalistic transparency

Will Sommer   The year local media gets conservative

Sara M. Watson   Feeds will open up to new user-determined filters

Emily Goligoski   Looking beyond news for inspiration

Amy Webb   Listen to weak signals

Mariano Blejman   News games rule

Ray Soto   VR reaches the next level

Hossein Derakhshan   Television has won

Ståle Grut   Reclaiming audience interaction from social networks

Umbreen Bhatti   The trust problem isn’t new

Jennifer Brandel and Mónica Guzmán   The editorial meeting of the future

Sue Schardt   Jump the niche

Brian Lam   Sketchy ethics around product reviews

Carlos Martínez de la Serna   The new journalism commons

Matt Boggie   The intellectual equivalent of the Dead Sea

Joanne McNeil   Gatekeeping the gatekeepers

Amie Ferris-Rotman   More female reporters abroad (please)

Corey Johnson   The pro-fact resistance

Tracie Powell   The muting of underserved voices

Amy King   Let’s amplify visual voice

Paul Ford   Go global

Kristen Muller   The year of the voter

Borja Echevarría   TV goes digital, digital goes TV

Mary Walter-Brown   Show a little vulnerability

Julia B. Chan   Looking for loyalty in all the right places

Jim Brady   With the people, not just of the people

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

Miguel Castro   The arrival of the impact producer

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

Charo Henríquez   Training is an investment, not an expense

Andrew Haeg   The year journalists become relationship builders

Jared Newman   Venture funding and digital news don’t mix

Claire Wardle   Disinformation gets worse

Lam Thuy Vo   Breaking free from the tyranny of the loudest

Errin Haines   At the ballot, it’s time to count black women

Elizabeth Jensen   Show your work

Caitria O'Neill   The new court of public opinion

Michael Kuntz   The only pivot that might work

Dan Newman   A return to trust

Tim Carmody   Watch out for Spotify

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

Federica Cherubini   The rise of bridge roles in news organizations

Matt Thompson   Here come the attention managers

Mira Lowe   The year of the local watchdog

Dannagal G. Young   Stop covering politics as a game

Gordon Crovitz   Serving readers over advertisers

Alfred Hermida   Going beyond mobile-first

Monique Judge   Letting black women tell their own stories

Basile Simon   We need better career paths for news nerds

Rodney Benson   Better, less read, and less trusted

Felix Salmon   Covering bitcoin while owning bitcoin

Pete Brown   Push alerts, personalized

Lanre Akinola   Making noise is not a strategy

P. Kim Bui   The reckoning is only beginning

Vanessa K. DeLuca   Women’s voices take center stage

Jamie Mottram   From pageviews to t-shirts

Mary Meehan   Real lives are at stake in rural areas

Sam Sanders   Shine the light on ourselves

Lucas Graves   From algorithms to institutions

Almar Latour   Conquering calm

AX Mina   Memes and visuals come to the fore

Doris Truong   Computer vision vs. the Internet vigilantes

Francesco Marconi   The year of machine-to-machine journalism

Burt Herman   Things get real

Ariana Tobin   Too tired to tap

Michelle Ferrier   The year of the great reckoning

Aron Pilhofer   We can’t leave the business to the business side any more

Andrew Losowsky   The year of resilience

Juleyka Lantigua   Women of color will reclaim and monetize our time

Manoush Zomorodi   Self-help as a publishing strategy

Jennifer Coogan   The future is female

Caitlin Thompson   Podcasting models mature and diversify

Niketa Patel   Live journalism comes of age

Kathleen McElroy   Building a news video experience native to mobile

Betsy O'Donovan and Melody Kramer   Skepticism and narcissism

Carrie Brown-Smith   Transparency finally takes off

Sydette Harry   Listen to your corner and watch for the hook

Monika Bauerlein   The firehose of falsehood

Heather Bryant   Building the ecosystems for collaboration

Andrew Ramsammy   The year ownership mattered

Matt Carlson   Attacks on the press will get worse

Emma Carew Grovum   Newsroom culture becomes a priority

Adam Thomas   Sharing is caring: The year of the mentor

Nicholas Quah   Stop talking trash about young people

Raju Narisetti   Mirror, mirror on the wall

Marie Gilot   No assholes allowed

Steve Grove   The midterms are an opportunity

Taylor Lorenz   Social and media will split

Alexios Mantzarlis   Moving fake news research out of the lab

Pia Frey   Address users as individuals

Imaeyen Ibanga   Longform video leads the way

Nushin Rashidian   Publishers seek ad dollar alternatives

Jassim Ahmad   Thriving on change

Sam Ford   The year of investing in processes

Nancy Watzman   Know thy TV

Juliette De Maeyer   A responsible press criticism

Kinsey Wilson   Facebook and Google: Help out or pay up

Cindy Royal   Your journalism curriculum is obsolete

Rodney Gibbs   Tech workers turn to journalism

Mandy Velez   texting is lit rn, fam

Raney Aronson-Rath   Transparency is the antidote to fake news

Molly de Aguiar   Good journalism won’t be enough

Usha Sahay   Wallets get opened

Matt DeRienzo   A recession, then a collapse

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

Luke O'Neil   The end is already here

Neha Gandhi   Filler killers

Nathalie Malinarich   Peak push

Eric Nuzum   Beyond the narrative arc

Edward Roussel   Eyes, ears, and brains

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

Tamar Charney   We get serious about algorithms

Julia Beizer   A longer view on the pivot

Craig Newmark   Working together toward sustainable solutions

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