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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Jassim Ahmad   Thriving on change

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

Alice Antheaume   Are you fluent in AI?

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Alexios Mantzarlis   Moving fake news research out of the lab

Joanne Lipman   Journalists inventing revenue streams

Bill Keller   A growing turn to philanthropy

Laura E. Davis   Writing answers before you know the question

Nikki Usher   The year of The Washington Post

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Renée Kaplan   The year of quiet adjustments (shhh)

Jim Brady   With the people, not just of the people

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Matt Carlson   Attacks on the press will get worse

Jessica Parker Gilbert   Design connects storytelling and strategy

Doris Truong   Computer vision vs. the Internet vigilantes

Claire Wardle   Disinformation gets worse

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Rodney Benson   Better, less read, and less trusted

Dheerja Kaur   Fun with subscription products

Joanne McNeil   Gatekeeping the gatekeepers

Mandy Velez   texting is lit rn, fam

Carrie Brown-Smith   Transparency finally takes off

Lucas Graves   From algorithms to institutions

Ruth Palmer   Risks will grow for news subjects — especially minorities

Francesco Marconi   The year of machine-to-machine journalism

Tracie Powell   The muting of underserved voices

C.W. Anderson   The social media apocalypse

Rasmus Kleis Nielsen   The Snapchat scenario and the risk of more closed platforms

Amie Ferris-Rotman   More female reporters abroad (please)

Emma Carew Grovum   Newsroom culture becomes a priority

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

Mary Walter-Brown   Show a little vulnerability

Jennifer Choi   Standing up for us and for each other

Ray Soto   VR reaches the next level

Juleyka Lantigua   Women of color will reclaim and monetize our time

John Keefe   Scooped by AI

Andrew Losowsky   The year of resilience

Ariana Tobin   Too tired to tap

Jacqui Cheng   Retailers move into content

Michelle Ferrier   The year of the great reckoning

Frédéric Filloux   External forces

Rubina Madan Fillion   Unlocking the potential of AI

Nicholas Quah   Stop talking trash about young people

Andrew Ramsammy   The year ownership mattered

Emily Goligoski   Looking beyond news for inspiration

Charo Henríquez   Training is an investment, not an expense

Gordon Crovitz   Serving readers over advertisers

Hossein Derakhshan   Television has won

S. Mitra Kalita   The arc of news and audience

Sally Lehrman   Trust comes first

Dannagal G. Young   Stop covering politics as a game

Adam Thomas   Sharing is caring: The year of the mentor

Miguel Castro   The arrival of the impact producer

Will Sommer   The year local media gets conservative

Yvonne Leow   The rise of video messaging

David Skok   Finding an information-life balance

Mira Lowe   The year of the local watchdog

Matt Thompson   Here come the attention managers

Kyle Ellis   Let’s build our way out of this

Paul Ford   Go global

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

Rachel Schallom   Better design helps differentiate opinion and news

Trushar Barot   The Jio-fication of India

Almar Latour   Conquering calm

Imaeyen Ibanga   Longform video leads the way

Nicholas Diakopoulos   Fortifying social media from automated inauthenticity

Mi-Ai Parrish   Blockchain and trust

Rodney Gibbs   Tech workers turn to journalism

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

Steve Grove   The midterms are an opportunity

Amy King   Let’s amplify visual voice

Rachel Davis Mersey   AI, with real smarts

Borja Echevarría   TV goes digital, digital goes TV

Richard Tofel   The platforms’ power demands more reporters’ attention

Susie Banikarim   R.I.P. Pivot to Video (2017–2017)

Sydette Harry   Listen to your corner and watch for the hook

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

Cory Haik   Suffering from realness, pivoting to impact

Mariana Moura Santos   Think local, act global

Mario García   Storytelling finally adapts to mobile

Taylor Lorenz   Social and media will split

Cristina Wilson   The year of the Instagram Story

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

Nathalie Malinarich   Peak push

Basile Simon   We need better career paths for news nerds

Corey Ford   The empire strikes back

Julia Beizer   A longer view on the pivot

Vanessa K. DeLuca   Women’s voices take center stage

Kim Fox   Audience teams diversify their approach

Cindy Royal   Your journalism curriculum is obsolete

Elizabeth Jensen   Show your work

Felix Salmon   Covering bitcoin while owning bitcoin

Ståle Grut   Reclaiming audience interaction from social networks

Christopher Meighan   Passive partnership is in the rearview

Kelsey Proud   No, no, no

Debra Adams Simmons   And a woman shall lead them

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

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

Kawandeep Virdee   Zines had it right all along

Neha Gandhi   Filler killers

Corey Johnson   The pro-fact resistance

Caitlin Thompson   Podcasting models mature and diversify

Monique Judge   Letting black women tell their own stories

Sue Schardt   Jump the niche

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

Sarah Marshall   Loyalty as the key performance indicator

Hannah Cassius   The year of the echo-chamber escapists

Caitria O'Neill   The new court of public opinion

Amy Webb   Listen to weak signals

Mariano Blejman   News games rule

Molly de Aguiar   Good journalism won’t be enough

Daniel Trielli   The rich get richer, the poor scramble

Damon Krukowski   Reviving the alt-weekly soul

Kristen Muller   The year of the voter

Pia Frey   Address users as individuals

Edward Roussel   Eyes, ears, and brains

Kathleen McElroy   Building a news video experience native to mobile

Matt DeRienzo   A recession, then a collapse

Juliette De Maeyer   A responsible press criticism

Tamar Charney   We get serious about algorithms

Eric Nuzum   Beyond the narrative arc

Manoush Zomorodi   Self-help as a publishing strategy

Michael Kuntz   The only pivot that might work

Jared Newman   Venture funding and digital news don’t mix

Sam Sanders   Shine the light on ourselves

Pete Brown   Push alerts, personalized

Carlos Martínez de la Serna   The new journalism commons

Mike Caulfield   Refactoring media literacy for the networked age

Jamie Mottram   From pageviews to t-shirts

Evie Nagy   Pivot to mobile video frustration

Marie Gilot   No assholes allowed

Jake Levine   The return to now

Dan Newman   A return to trust

Kinsey Wilson   Facebook and Google: Help out or pay up

Raju Narisetti   Mirror, mirror on the wall

Usha Sahay   Wallets get opened

Sam Ford   The year of investing in processes

P. Kim Bui   The reckoning is only beginning

Craig Newmark   Working together toward sustainable solutions

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

Monika Bauerlein   The firehose of falsehood

Brian Lam   Sketchy ethics around product reviews

Raney Aronson-Rath   Transparency is the antidote to fake news

Luke O'Neil   The end is already here

Tim Carmody   Watch out for Spotify

Zizi Papacharissi   Women come back

Michelle Garcia   Navigating journalistic transparency

Jennifer Brandel and Mónica Guzmán   The editorial meeting of the future

Betsy O'Donovan and Melody Kramer   Skepticism and narcissism

Joyce Barnathan   It will be harder to bury the news

Tanya Cordrey   Finally, the seeds of radical reinvention

Federica Cherubini   The rise of bridge roles in news organizations

Rick Berke   Value is the watchword

Heather Bryant   Building the ecosystems for collaboration

Niketa Patel   Live journalism comes of age

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