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:
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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Tanya Cordrey Finally, the seeds of radical reinvention
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Jarrod Dicker Honesty in advertising
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Rubina Madan Fillion Unlocking the potential of AI
Kyle Ellis Let’s build our way out of this
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Christopher Meighan Passive partnership is in the rearview
David Skok Finding an information-life balance
Mariana Moura Santos Think local, act global
Nikki Usher The year of The Washington Post
Ernst-Jan Pfauth Publishing less to give readers more
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
Nicholas Diakopoulos Fortifying social media from automated inauthenticity
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
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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
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
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
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
Tim Carmody Watch out for Spotify
Jim Moroney Newspapers have to be good enough for readers to pay for
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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
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
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
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
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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
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