It’s time to challenge autocompleted journalism

“Autocomplete is on its way toward standardizing our knowledge production and minimizing the effort required to think.”

Artificial intelligence processes and augmented content have intervened in each part of the news generation processes, in increasingly surprising ways. I’m writing these paragraphs in Google Docs, where a natural language processing algorithm offers me a series of options for what I should next be writing (writing — the machine just suggested that work). Augmented journalism is making leaps in speed and quality. We’re not very far from having machines that can predict what we’re going to write, do it for ourselves (I added the word ourselves), publish it for ourselves (the machine, this time), and let our readers know about it.

If this improves the quality of information that audiences receive and empowers them to make better decisions (decisions was the machine’s choice, I was going to write choices), it could be something positive, even if to the detriment of business models that are headed for extinction (autocomplete suggested expansion).

This world of autocomplete is incredibly efficient, statistically relevant, remarkably innovative, and potentially dangerous. We’ve already seen what can happen when algorithms predict the information we most want to click on, no matter the impact on our democracies globally. They promoted divisions, social tension, and fake news.

Here’s the thing: Human beings are social animals of habit. The media works to generate patterns of behavior in search of audience fidelity; in recent years, those of us who work in the media have sought ways to get our readers comfortable staying with us in a universe of infinite alternatives. With so much dispersion of attention online, each time we find that something that seems to work, we respond by doing more of it.

Autocomplete is on its way toward standardizing our knowledge production and minimizing the effort required to think. At Página/12, where I work, we launched a membership program that today is the organization’s main source of private income. We don’t use social media comment systems, we got on the Coral Project’s Talk very early, and gave access only to our partners. We generate new consumption patterns; many readers arrive every day to read not just our news, but also the contributions of our members, which aren’t autocompleted.

I don’t think we have to worry about traditional media business models as much as about how societies are informed. And we can’t automate (the machine, I was going to write autocomplete) how societies think. In the end, I no longer know who or what is writing or thinking this text. I hope I’m a good statistical version of myself.

Es tiempo de desafiar el periodismo autocompletado

Los procesos de inteligencia artificial y contenido aumentado han intervenido en cada uno de los procesos de generación de noticias de forma cada vez más sorprendente, hasta el punto de que mientras escribo estos párrafos en Google Docs hay un proceso de análisis de procesamiento de lenguaje natural que toma una serie de opciones estadísticas y me devuelve una serie de opciones de formas de completar lo que estoy escribiendo (escribiendo, me lo puso la máquina) “sabiendo” lo que voy a escribir. El periodismo aumentado está dando un salto en velocidad y en calidad. No estamos muy lejos de lograr que las máquinas tengan la posibilidad de predecir el futuro de lo que vamos a escribir, lo hagan por nosotros mismos (me agregó la palabra mismos), lo publiquen por nosotros mismos (otra vez me agregó la palabra) y le avisen a nuestros lectores. Si esto mejora la calidad de la información que reciben las audiencias, y fortalece nuestras posibilidades de tomar mejores decisiones (decisiones lo puso la máquina, yo iba a poner elecciones) podría ser algo positivo aún en detrimento de los modelos de negocios que están en extinción (el autocompletar me puso expansión).

El mundo del autocompletar es increíblemente eficiente, estadísticamente relevante, notablemente innovador, y potencialmente peligroso. Ya vimos lo que pasó con las burbujas de los filtros y el impacto que tuvo en nuestras democracias a nivel global. Potenciaron divisiones, la crispación y las noticias falsas. El asunto es que los seres humanos somos animales de costumbres y también somos animales sociales. Los medios están aprendiendo a generar patrones de comportamiento en busca de fidelidad, y en los últimos años quienes trabajamos en medios de comunicación hemos buscado la forma de habituar a los lectores a que se queden con nosotros. Con tanta dispersión, y ofertas de atención, cada vez que encontramos que algo funciona y puede ser repetitivo intentamos fortalecerlo haciendo más de eso que funciona. El autocompletar va camino a convertir se en una forma de estandarizar nuestra producción de conocimiento y a minimizar nuestros esfuerzos por pensar. En Página/12, el medio periodístico en el cual llevo a cabo la reconversión digital, lanzamos un programa de membresías que hoy representa la principal fuente de ingresos privada de la organización. No usamos sistemas de comentarios de las redes sociales, nos subimos muy temprano a Talk, y le dimos acceso sólo a nuestros socios. Generamos patrones de consumo nuevos: muchos lectores y lectoras ingresan cada día para leer las noticias pero también las contribuciones de nuestros socios, que no son autocompletadas. No creo que tengamos que preocuparnos por los modelos de negocios de los medios tradicionales, sino por cómo se informan las sociedades. Y no podemos automatizar (yo iba a poner autocompletar) cómo piensan las sociedades. Al final, ya no sé quién está escribiendo o pensando este texto. Espero ser una buena versión estadística de mí mismo

Mariano Blejman is chief digital officer of Argentina’s Grupo Octubre and co-founder of Hacks/Hackers Buenos Aires.

Artificial intelligence processes and augmented content have intervened in each part of the news generation processes, in increasingly surprising ways. I’m writing these paragraphs in Google Docs, where a natural language processing algorithm offers me a series of options for what I should next be writing (writing — the machine just suggested that work). Augmented journalism is making leaps in speed and quality. We’re not very far from having machines that can predict what we’re going to write, do it for ourselves (I added the word ourselves), publish it for ourselves (the machine, this time), and let our readers know about it.

If this improves the quality of information that audiences receive and empowers them to make better decisions (decisions was the machine’s choice, I was going to write choices), it could be something positive, even if to the detriment of business models that are headed for extinction (autocomplete suggested expansion).

This world of autocomplete is incredibly efficient, statistically relevant, remarkably innovative, and potentially dangerous. We’ve already seen what can happen when algorithms predict the information we most want to click on, no matter the impact on our democracies globally. They promoted divisions, social tension, and fake news.

Here’s the thing: Human beings are social animals of habit. The media works to generate patterns of behavior in search of audience fidelity; in recent years, those of us who work in the media have sought ways to get our readers comfortable staying with us in a universe of infinite alternatives. With so much dispersion of attention online, each time we find that something that seems to work, we respond by doing more of it.

Autocomplete is on its way toward standardizing our knowledge production and minimizing the effort required to think. At Página/12, where I work, we launched a membership program that today is the organization’s main source of private income. We don’t use social media comment systems, we got on the Coral Project’s Talk very early, and gave access only to our partners. We generate new consumption patterns; many readers arrive every day to read not just our news, but also the contributions of our members, which aren’t autocompleted.

I don’t think we have to worry about traditional media business models as much as about how societies are informed. And we can’t automate (the machine, I was going to write autocomplete) how societies think. In the end, I no longer know who or what is writing or thinking this text. I hope I’m a good statistical version of myself.

Es tiempo de desafiar el periodismo autocompletado

Los procesos de inteligencia artificial y contenido aumentado han intervenido en cada uno de los procesos de generación de noticias de forma cada vez más sorprendente, hasta el punto de que mientras escribo estos párrafos en Google Docs hay un proceso de análisis de procesamiento de lenguaje natural que toma una serie de opciones estadísticas y me devuelve una serie de opciones de formas de completar lo que estoy escribiendo (escribiendo, me lo puso la máquina) “sabiendo” lo que voy a escribir. El periodismo aumentado está dando un salto en velocidad y en calidad. No estamos muy lejos de lograr que las máquinas tengan la posibilidad de predecir el futuro de lo que vamos a escribir, lo hagan por nosotros mismos (me agregó la palabra mismos), lo publiquen por nosotros mismos (otra vez me agregó la palabra) y le avisen a nuestros lectores. Si esto mejora la calidad de la información que reciben las audiencias, y fortalece nuestras posibilidades de tomar mejores decisiones (decisiones lo puso la máquina, yo iba a poner elecciones) podría ser algo positivo aún en detrimento de los modelos de negocios que están en extinción (el autocompletar me puso expansión).

El mundo del autocompletar es increíblemente eficiente, estadísticamente relevante, notablemente innovador, y potencialmente peligroso. Ya vimos lo que pasó con las burbujas de los filtros y el impacto que tuvo en nuestras democracias a nivel global. Potenciaron divisiones, la crispación y las noticias falsas. El asunto es que los seres humanos somos animales de costumbres y también somos animales sociales. Los medios están aprendiendo a generar patrones de comportamiento en busca de fidelidad, y en los últimos años quienes trabajamos en medios de comunicación hemos buscado la forma de habituar a los lectores a que se queden con nosotros. Con tanta dispersión, y ofertas de atención, cada vez que encontramos que algo funciona y puede ser repetitivo intentamos fortalecerlo haciendo más de eso que funciona. El autocompletar va camino a convertir se en una forma de estandarizar nuestra producción de conocimiento y a minimizar nuestros esfuerzos por pensar. En Página/12, el medio periodístico en el cual llevo a cabo la reconversión digital, lanzamos un programa de membresías que hoy representa la principal fuente de ingresos privada de la organización. No usamos sistemas de comentarios de las redes sociales, nos subimos muy temprano a Talk, y le dimos acceso sólo a nuestros socios. Generamos patrones de consumo nuevos: muchos lectores y lectoras ingresan cada día para leer las noticias pero también las contribuciones de nuestros socios, que no son autocompletadas. No creo que tengamos que preocuparnos por los modelos de negocios de los medios tradicionales, sino por cómo se informan las sociedades. Y no podemos automatizar (yo iba a poner autocompletar) cómo piensan las sociedades. Al final, ya no sé quién está escribiendo o pensando este texto. Espero ser una buena versión estadística de mí mismo

Mariano Blejman is chief digital officer of Argentina’s Grupo Octubre and co-founder of Hacks/Hackers Buenos Aires.

Bo Hee Kim   Newsrooms create an intentional and collaborative culture

María Sánchez Díez   Traffic will plummet — and it’ll be ok

Doris Truong   Indigenous issues get long-overdue mainstream coverage

Jennifer Brandel   A sneak peak at power mapping, 2073’s top innovation

Pia Frey   Building growth through tastemakers and their communities

Jonas Kaiser   Toward a wehrhafte journalism

Jer Thorp   Fewer pixels, more cardboard

Linda Solomon Wood   Canada steps up for journalism

Michael W. Wagner   Fractured democracy, fractured journalism

Andrew Donohue   The rise of the democracy beat

Christoph Mergerson   Black Americans will demand more from journalism

Sara M. Watson   Return of the RSS reader

Cindy Royal   J-school grads maintain their optimism and adaptability

Rick Berke   Virtual events are here to stay

Chase Davis   The year we look beyond The Story

Andrew Ramsammy   Stop being polite and start getting real

Mariano Blejman   It’s time to challenge autocompleted journalism

Meredith D. Clark   The year journalism starts paying reparations

Robert Hernandez   Data and shame

John Garrett   A surprisingly good year

Mandy Jenkins   You build trust by helping your readers

Joanne McNeil   Newsrooms push back against Ivy League cronyism

Eric Nuzum   Podcasting dodged a bullet in 2020, but 2021 will be harder

C.W. Anderson   Journalism changed under Trump — will it keep changing under Biden?

Zizi Papacharissi   The year we rebuild the infrastructure of truth

Logan Jaffe   History as a reporting tool

Julia B. Chan and Kim Bui   Millennials are ready to run things

Rachel Schallom   The rise of nonprofit journalism continues

Sam Ford   We’ll find better ways to archive our work

Don Day   Business first, journalism second

Nicholas Jackson   Blogging is back, but better

Ariel Zirulnick   Local newsrooms question their paywalls

Annie Rudd   Newsrooms grow less comfortable with the “view from above”

John Davidow   Reflect and repent

Shaydanay Urbani and Nancy Watzman   Local collaboration is key to slowing misinformation

Ben Collins   We need to learn how to talk to (and about) accidental conspiracists

Julia Angwin   Show your (computational) work

Sue Cross   A global consensus around the kind of news we need to save

Ernie Smith   Entrepreneurship on rails

Errin Haines   Let’s normalize women’s leadership

Moreno Cruz Osório   In Brazil, a push for pluralism

Sonali Prasad   Making disaster journalism that cuts through the noise

Kevin D. Grant   Parachute journalism goes away for good

Jacqué Palmer   The rise of the plain-text email newsletter

Cory Haik   Be essential

Kawandeep Virdee   Goodbye, doomscroll

M. Scott Havens   Traditional pay TV will embrace the disruption

Colleen Shalby   The definition of good journalism shifts

Cherian George   Enter the lamb warriors

Nik Usher   Don’t expect an antitrust dividend for the media

Catalina Albeanu   Publish less, listen more

Alicia Bell and Simon Galperin   Media reparations now

Masuma Ahuja   We’ll remember how interconnected our world is

Ray Soto   The news gets spatial

Jody Brannon   People won’t renew

John Ketchum   More journalists of color become newsroom founders

Steve Henn   Has independent podcasting peaked?

Jesse Holcomb   Genre erosion in nonprofit journalism

Samantha Ragland   The year of journalists taking initiative

Kristen Muller   Engaged journalism scales

Sarah Stonbely   Videoconferencing brings more geographic diversity

Tonya Mosley   True equity means ownership

Aaron Foley   Diversity gains haven’t shown up in local news

Mark S. Luckie   Newsrooms and streaming services get cozy

Beena Raghavendran   Journalism gets fused with art

Candis Callison   Calling it a crisis isn’t enough (if it ever was)

Nonny de la Pena   News reaches the third dimension

Joshua P. Darr   Legislatures will tackle the local news crisis

Basile Simon   Graphics, unite

Talmon Joseph Smith   The media rejects deficit hawkery

Victor Pickard   The commercial era for local journalism is over

Hossein Derakhshan   Mass personalization of truth

Benjamin Toff   Beltway reporting gets normal again, for better and for worse

Chicas Poderosas   More voices mean better information

Rishad Patel   From direct-to-consumer to direct-to-believers

Natalie Meade   Journalism enters rehab

Raney Aronson-Rath   To get past information divides, we need to understand them first

Megan McCarthy   Readers embrace a low-information diet

Nisha Chittal   The year we stop pivoting

Kate Myers   My son will join every Zoom call in our industry

Rasmus Kleis Nielsen   Stop pretending publishers are a united front

Heidi Tworek   A year of news mocktails

Anna Nirmala   Local news orgs grasp the urgency of community roots

Richard Tofel   Less on politics, more on how government works (or doesn’t)

Celeste Headlee   The rise of radical newsroom transparency

Jean Friedman-Rudovsky and Cassie Haynes   A shift from conversation to action

Ashton Lattimore   Remote work helps level the playing field in an insular industry

Mike Caulfield   2021’s misinformation will look a lot like 2020’s (and 2019’s, and…)

Bill Adair   The future of fact-checking is all about structured data

Anthony Nadler   Journalism struggles to find a new model of legitimacy

Taylor Lorenz   Journalists will learn influencing isn’t easy

Gabe Schneider   Another year of empty promises on diversity

Astead W. Herndon   The Trump-sized window of the media caring about race closes again

Jeremy Gilbert   Human-centered journalism

José Zamora   Walking the talk on diversity

Gordon Crovitz   Common law will finally apply to the Internet

Marcus Mabry   News orgs adapt to a post-Trump world (with Trump still in it)

Laura E. Davis   The focus turns to newsroom leaders for lasting change

Jim Friedlich   A newspaper renaissance reached by stopping the presses

Ben Werdmuller   The web blooms again

Kerri Hoffman   Protecting podcasting’s open ecosystem

Marissa Evans   Putting community trauma into context

Tim Carmody   Spotify will make big waves in video

Joni Deutsch   Local arts and music make journalism more joyous

John Saroff   Covid sparks the growth of independent local news sites

AX Mina   2020 isn’t a black swan — it’s a yellow canary

Alyssa Zeisler   Holistic medicine for journalism

Janet Haven and Sam Hinds   Is this an AI newsroom?

Danielle C. Belton   A decimated media rededicates itself to truth

Jessica Clark   News becomes plural

Ryan Kellett   The bundle gets bundled

Whitney Phillips   Facts are an insufficient response to falsehoods

Garance Franke-Ruta   Rebundling content, rebuilding connections

Gonzalo del Peon   Collaborations expand from newsrooms to the business side

Brian Moritz   The year sports journalism changes for good

J. Siguru Wahutu   Journalists still wrongly think the U.S. is different

Alfred Hermida and Oscar Westlund   The virus ups data journalism’s game

Renée Kaplan   Falling in love with your subscription

Nabiha Syed   Newsrooms quit their toxic relationships

Zainab Khan   From understanding to feeling

Ståle Grut   Network analysis enters the journalism toolbox

Brandy Zadrozny   Misinformation fatigue sets in

A.J. Bauer   The year of MAGAcal thinking

Juleyka Lantigua   The download, podcasting’s metric king, gets dethroned

Marie Shanahan   Journalism schools stop perpetuating the status quo

Francesco Zaffarano   The year we ask the audience what it needs

Hadjar Benmiloud   Get representative, or die trying

Tanya Cordrey   Declining trust forces publishers to claim (or disclaim) values

Burt Herman   Journalists build post-Facebook digital communities

Tauhid Chappell and Mike Rispoli   Defund the crime beat

Mark Stenberg   The rise of the journalist-influencer

Patrick Butler   Covid-19 reporting has prepared us for cross-border collaboration

Cory Bergman   The year after a thousand earthquakes

Matt Skibinski   Misinformation won’t stop unless we stop it

Mike Ananny   Toward better tech journalism

Francesca Tripodi   Don’t expect breaking up Google and Facebook to solve our information woes

Ariane Bernard   Going solo is still only a path for the few

Edward Roussel   Tech companies get aggressive in local

Nico Gendron   Ask your readers to help build your products

Tshepo Tshabalala   Go niche

David Chavern   Local video finally gets momentum

Stefanie Murray and Anthony Advincula   Expect to see more translations and non-English content

Rodney Gibbs   Zooming beyond talking heads

Pablo Boczkowski   Audiences have revolted. Will newsrooms adapt?

David Skok   A pandemic-prompted wave of consolidation

Imaeyen Ibanga   Journalism gets unmasked

Parker Molloy   The press will risk elevating a Shadow President Trump

Matt DeRienzo   Citizen truth brigades steer us back toward reality

Loretta Chao   Open up the profession

Sumi Aggarwal   News literacy programs aren’t child’s play

Charo Henríquez   A new path to leadership

Jennifer Choi   What have we done for you lately?

Tamar Charney   Public radio has a midlife crisis

Rachel Glickhouse   Journalists will be kinder to each other — and to themselves

Delia Cai   Subscriptions start working for the middle

Sarah Marshall   The year audiences need extra cheer

Amara Aguilar   Journalism schools emphasize listening