Following up on how AI summarized a panel discussion

I got some great feedback on my post about using artificial intelligence to summarize a panel discussion. This is an issue I’ll continue to keep a close eye on and to experiment with. I want to surface a few comments I received and gather them together here.

  • From Ed Miller, editor of The Provincetown Independent: “I was there at the Radically Rural panel discussion, and I’m not sure I would call this summary ‘shockingly good,’ Dan. It is pretty good, but it completely misses the most important point in Victoria Bouloubasis’s presentation, which is that the Iowa poultry plant workers’ organizing efforts mostly failed to persuade local officials to help them.” OK, I guess I could have said “shockingly coherent” rather than “shockingly good.”
  • From Tom Johnson: “Any idea what it means to ’empower stereotypes’? Some species sure would help.” Johnson is referring to a section of the summary that says, “The story aimed to empower and defy stereotypes surrounding immigrant communities, contrasting with typical narratives of victimization.” I would agree that ChatGPT is no A.J. Liebling, but overall I thought we got the drift.
  • From Rebecca Rainey, writing on Threads: “Worth noting: The summaries are incredibly boring. I would much rather read your reporting and light analysis, which would tell me what matters most in the grand scheme of things.” My response is that such summaries would be more for internal newsroom use than for public consumption. The next step is to take such a summary and see if ChatGPT can transform it into a news story. I’ll be looking for a suitable event sometime in the near future.

Meanwhile, OpenAI, the company that rolled out ChatGPT a year ago, is in utter turmoil. Co-founder Sam Altman was fired over the weekend and is now moving to Microsoft. The speculation is that the OpenAI board wanted to proceed more slowly and was concerned that Altman was too dismissive of AI’s potential dangers. Presumably Microsoft will let him pick up the pace, so overall this is not good news.

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Talking politics (and media) with Jon Keller

Always fun to be a guest of Jon Keller’s on WBZ-TV (Channel 4). Today we talked about coverage of presidential politics, the lack of transparency among some local government officials, and the ongoing rise of independent community journalism. Please have a look here and here.

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The Belmont Voice makes its debut, giving the town two independent news outlets

Belmont Town Hall. 2017 photo in the public domain.

The Belmont Voice began publishing earlier this month, making Belmont one of a tiny handful of Massachusetts communities with more than one independent source of news. The Voice, a print and digital nonprofit launched by some high-powered volunteers, is edited by veteran journalist Jesse Floyd. The weekly print edition is being mailed for free to every business and home in Belmont — an expensive proposition, but one that could prove attractive to advertisers.

The town is also home to the Belmontonian, a digital site whose editor and publisher, Franklin B. Tucker, is also a longtime journalist.

I’m pretty sure that Gannett’s Belmont Citizen-Herald still has a print edition, but local news was dropped in favor of regional coverage nearly two years ago. Its Facebook page features a front from 2014.

For our complete list of independent local news organizations in Massachusetts, please click here.

Correction: Updated to correct the name of the Belmontonian.

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Could ChatGPT summarize an hour-long panel discussion? Here’s what I learned.

Be sure to see this follow-up.

Strictly as an experiment, I produced an AI-generated summary of a panel discussion that took place in September at the Radically Rural conference in Keene, New Hampshire. Titled “How’d They Do That? Groundbreaking Journalism,” the panel was moderated by Jack Rooney, managing editor for audience development at The Keene Sentinel, which co-sponsored the event along with the Hannah Grimes Center for Entrepreneurship.

The hour-long panel featured Victoria Bouloubasis, a filmmaker who showed part of her Emmy-nominated documentary, “Rising Up in the Heartland: Latino Workers Fight for Pandemic Relief,” and discussed it; Samantha Hogan, an investigative reporter with The Maine Monitor, who talked about her reporting on the state’s public defense system for the indigent; and Adam Ganucheau, editor-in-chief of Mississippi Today, who described his news organization’s Pulitzer Prize-winning reporting into the Backchannel scandal, which encompassed figures ranging from former Gov. Phil Bryant to former NFL quarterback Brett Favre.

A note on methodology: I took some real chances with this. I captured the audio using Otter.ai, a transcription service that uses artificial intelligence. Then I fed each of the three parts of the panel discussion into ChatGPT and asked it to produce 400-word summaries. I left out the audience Q&A that followed the panel. Let me stipulate for the record that I did not watch the video except for a few brief clips, and I skimmed quickly through the Otter transcript, which was 7,000 words long. I don’t recommend this as sound journalistic practice, but, as I said, I was experimenting. What I did not try to do was ask ChatGPT to generate a news story; I’ll try that another time.

What appears below, produced entirely by ChatGPT, looks shockingly good. I just hope that it’s an accurate and useful summary.

***

Victoria Bouloubasis, an Emmy-nominated journalist and filmmaker, based in Durham, North Carolina, shared insights into her work and a specific project during a panel discussion. Here’s a summary of the key points:

  • Journalist’s Background: Victoria Bouloubasis is an experienced journalist with a focus on dispelling myths about the global South. Her career, primarily in community journalism, spans 15 years, emphasizing labor rights, healthcare, and language access in North Carolina’s agricultural and food industries. Growing up in the South, she covers labor issues, especially concerning first-generation Americans and their families in Latin America.
  • Coverage of Rural Communities: Bouloubasis delves into the complexities of covering rural communities, particularly in North Carolina, known for its prominence in pork and tobacco production. She highlights the evolving demographics, with a shift from primarily Mexican to more Central American and Indigenous communities. Language diversity adds complexity to her reporting, as many interviewed speak languages other than Spanish.
  • Project Overview: The discussed project, an Emmy-nominated piece for Univision, originally focused on long COVID’s impact on poultry plant workers. However, Bouloubasis shifted the narrative after discovering a grassroots organizing story among immigrant workers in Iowa. The story aimed to empower and defy stereotypes surrounding immigrant communities, contrasting with typical narratives of victimization.
  • Challenges Faced: The challenges in the project included last-minute changes to the story focus and navigating language barriers during interviews. Bouloubasis emphasizes the importance of terminology, noting the shifting dynamics of minority-majority populations in small towns. The story showcased the struggles of immigrant workers, demanding pandemic relief funds for essential workers who didn’t receive stimulus checks due to eligibility criteria.
  • Community Perspectives: Bouloubasis highlights the discomfort and confusion of local officials who couldn’t understand Spanish, providing a unique perspective on the challenges faced by non-English speakers. The mayor’s lack of understanding of the struggles faced by undocumented immigrants, particularly in receiving stimulus checks, became a focal point in the story.
  • Positive Outcomes: Despite the challenges, Bouloubasis expresses pride in the project’s recognition at the Emmys, emphasizing its hopeful and empowering narrative. The immigrant community in Iowa successfully distributed federal pandemic relief aid to meatpacking and farm workers, showcasing the impact of grassroots organizing.
  • Inspiration from the Community: Bouloubasis commends the courage of immigrant workers who put themselves at risk by publicly acknowledging their undocumented status. The project seeks to elevate their voices and bring attention to social determinants of health, emphasizing the importance of dialogue and understanding in journalism.

This summary captures Victoria Bouloubasis’s insights into her journalism career, the challenges of covering immigrant communities, and the impact of her Emmy-nominated project, which sheds light on the struggles and resilience of rural immigrant workers.

***

Samantha Hogan, investigative reporter with The Maine Monitor, shared insights into her work, focusing on Maine’s indigent public defense system. Here’s a summary of the key points:

  • Reporter’s Background: Samantha Hogan, an investigative reporter, joined The Maine Monitor in 2019, specializing in court system reporting. Her work, supported by Report for America, delves into Maine’s troubled indigent public defense system.
  • Maine’s Demographics: Maine, with a predominantly white population, faces economic disparities rather than racial issues. The community includes both lifelong residents and seasonal “snowbirds.” Hogan decided to investigate how individuals unable to afford lawyers were represented in the state.
  • Indigent Public Defense System Issues: Hogan discovered issues within Maine’s indigent public defense system, where private defense lawyers were contracted without proper oversight. Unlike most states, Maine lacked a statewide public defender system, relying on contracts with private lawyers. Some lawyers had criminal convictions and professional misconduct violations.
  • Investigative Approach: A whistleblower alerted Hogan to problems in the indigent defense system. She initiated a data-driven investigation, utilizing public records requests and analyzing billing data. Hogan revealed instances of lawyers billing implausible hours and identified disciplinary issues among contracted lawyers.
  • Scandalous Cases and Red Flags: Hogan uncovered cases where lawyers with serious criminal convictions or professional misconduct allegations were contracted for public defense. The investigation raised red flags, such as lawyers billing excessive hours and serious ethical violations within the system.
  • Impact and Legal Consequences: The investigative report led to significant consequences, including a government watchdog verifying Hogan’s findings. The Maine Commission on Indigent Legal Services faced a civil lawsuit, acknowledging negligent misrepresentation of billing by an attorney. The ACLU filed a lawsuit against the state, citing an ineffective public defense system.
  • Persistence and Impactful Journalism: Hogan’s relentless pursuit of public records, court filings, and data analysis turned anecdotal evidence into hard numbers. The investigative reporting became a pivotal factor in legal actions against the flawed public defense system. The ACLU lawsuit, citing Hogan’s work, puts the spotlight on the need for a functional public defense system in Maine. (1)
  • Ongoing Legal Battles: Hogan highlighted ongoing legal battles, including the ACLU lawsuit, indicating that the impact of investigative journalism extends beyond immediate results. The story, a four-year project, continues to evolve, emphasizing the importance of persistent reporting and its contribution to systemic change.

Samantha Hogan’s work exemplifies the power of investigative journalism in exposing systemic flaws, holding institutions accountable, and driving legal actions to address critical issues within the indigent public defense system in Maine.

***

Adam Ganucheau, editor-in-chief of Mississippi Today, shared insights into the impactful investigative journalism that led to winning a Pulitzer Prize for the Backchannel investigation. Here’s a summary of the key points:

  • Introduction: Adam expressed his gratitude to be on stage with fellow journalists and introduced Adam Ganucheau, editor-in-chief of Mississippi Today. Ganucheau oversees Mississippi’s largest newsroom, focusing on stories relevant to everyday Mississippians.
  • Mississippi’s Communities: Ganucheau highlighted the diversity of Mississippi’s communities, dispelling monolithic views. He emphasized the shared dreams and goals of Mississippians across different backgrounds, beliefs, and economic statuses. The challenge lies in providing equal access and opportunities for these dreams, especially in a state facing numerous problems.
  • Mississippi Today’s Role: Mississippi Today, a nonprofit newsroom launched in 2016, positions itself between everyday Mississippians and decision-makers. With a team of about 15, mostly Mississippi natives deeply connected to their community, the newsroom aims to bridge the gap by listening to people’s struggles, reporting on their concerns, and holding decision-makers accountable.
  • The Backchannel Investigation: The focus shifted to the Backchannel investigation, which earned a Pulitzer Prize in 2022. The investigation began with reporter Anna Wolfe’s exploration of poverty in Mississippi. She discovered that federal funds, intended for the state’s poorest residents, were being diverted to nonprofit programs with little accountability. (2)
  • Welfare Spending Anomalies: Wolfe delved into the anomalies in welfare spending, revealing that Mississippi approved less than 1% of applications for cash assistance. The investigation exposed a shift in funds from direct cash assistance to nonprofit initiatives with questionable accounting. Wolfe’s collaboration with the state auditor ultimately led to six arrests, including the welfare agency director.
  • Role of Former Governor: The investigation extended to the role of the former governor in redirecting federal funds and changing the philosophy behind poverty assistance programs. Wolfe spent years probing the governor’s involvement, culminating in a seven-part series titled “The Backchannel.”
  • Impactful Visuals and Reporting: Mississippi Today used charts and visuals to illustrate the impact of welfare spending changes over time. They scrutinized the former governor’s philosophy shift and its effects on assistance programs. The investigation revealed instances like wealthy individuals, including NFL quarterback Brett Favre, receiving welfare funds. (3)
  • Series Conclusion and Everyday Stories: The series aimed to provide accountability to state leaders while keeping the stories of everyday Mississippians at the forefront. Ganucheau highlighted the series’ conclusion in December 2022, where they circled back to the people who inspired the investigation. Everyday Mississippians, like Daniel Thomas, shared their experiences, expressing gratitude for the reporting but emphasizing the lack of tangible help.
  • Journalistic Mission: Ganucheau underscored that Mississippi Today’s mission is not driven by awards or notoriety but by a commitment to helping everyday people better understand their situations and hold decision-makers accountable.

The Backchannel investigation exemplifies the impactful role of investigative journalism in bringing systemic issues to light, holding those in power accountable, and giving a voice to those affected by government decisions.

Notes

  1. Did someone say “lawsuit”? When I saw that word in the ChatGPT summary, I decided I’d better check it out. The verdict? It’s true.

  2. Although I had already provided Otter, and thus ChatGPT, with the correct names of the panelists, ChatGPT was on its own with Anna Wolfe — and it spelled her name correctly.

  3. ChatGPT got Brett Favre’s name right, too. I did not, and I had to scroll back to the introduction to fix it.

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A new report finds that news deserts are spreading — but there are bright spots, too

Photo (cc) 2008 by Stefano Brivio

The release of a new report by Penelope Muse Abernathy on the state of local news is always a big deal. For 15 years now, she’s been tracking the extent of the crisis, and has done more than anyone to popularize the phrase “news deserts,” which describes communities without a source of reliable news and information. This week Abernathy, now at Northwestern University’s Medill School, issued “The State of Local News 2023.” It’s a downbeat report, although there are a few bright spots. Here’s a key finding:

The data and insights collected and analyzed in this 2023 report on The State of Local News paint the picture of a country and society increasingly divided between the journalism-have’s — mostly residents in more affluent cities and suburban areas where alternative news sources are gaining traction — and the journalism have-not’s, those in economically struggling and traditionally underserved metro, suburban and rural communities. This partitioning of our citizenry poses a far-reaching crisis for our democracy as it simultaneously struggles with political polarization, a lack of civic engagement and the proliferation of misinformation and information online.

Before I continue, a disclosure: Abernathy, who’s been a guest on our “What Works” podcast about the future of local news, was kind enough to provide a pre-publication endorsement of the book that Ellen Clegg and I have written, “What Works in Community News,” which comes out in January.

Abernathy’s principal collaborator on the new report is Sarah Stonbely, director of Medill’s State of Local News Project, who I interviewed in 2022 when she was at the Center for Cooperative Media, part of Montclair State University in New Jersey.

If you’d like a good summary of Abernathy and Stonbely’s report, I recommend Sarah Fischer’s overview in Axios, which leads with the prediction that the U.S. will have lost one third of its newspapers by the end of 2024.

The cleavage between affluent urban and suburban areas and less affluent urban and rural areas is one of the major challenges Abernathy and Stonbely identify, and it’s definitely something that Ellen and I noticed in our reporting for “What Works in Community News.” I recall asking folks at the start-up Colorado Sun why they were trying to stretch their resources to cover stories across the state rather than focusing on Denver. The answer: the Denver metro area was already fairly well served despite massive cuts at The Denver Post, owned by the hedge fund Alden Global Capital. By contrast, there was very little news coverage in the more rural parts of the state.

As Abernathy and Stonbely put it: “The footprint for alternative local news outlets — approximately 550 digital-only sites, 720 ethnic media organizations and 215 public broadcasting stations — remains very small and centered around metro areas.” Indeed, this chart tells a rather harrowing tale. As you can see, people who live in news deserts are considerably less affluent and less educated than the national average.

The report also includes a section called “Bright Spots in the Local News Landscape.” Although the interactive map is a little hard to navigate, I can see that several projects that Ellen and I profile in “What Works in Community News” are included, such as NJ Spotlight News, the Star Tribune of Minneapolis, The Texas Tribune, The Colorado Sun and the Daily Memphian.

The report also highlights The Boston Globe as one of its good-news stories, observing that, under the ownership of John and Linda Henry, the paper has thrived on the strength of its digital subscriptions. In a sidebar, Tom Brown, the Globe’s vice president of consumer analytics, tells Abernathy that digital growth continues, although at a slower rate than during the COVID pandemic. Retention is down slightly, too. “We are nonetheless still seeing overall strong retention,” Brown says, “and we are investing in several areas of the business with the goal of engaging subscribers more and, in particular, our new subscribers.”

Editor Nancy Barnes adds that though the Globe is ramping up its coverage of the Greater Boston area as well as in Rhode Island and New Hampshire, it can’t fill the gap created by the gutting and closure of local weekly papers at the hands of Gannett, the giant newspaper chain that until recently dominated coverage of the Boston suburbs and exurbs.

“Having returned to Boston after many years away, I have been stunned by the decimation of local newspapers across Massachusetts and New England,” Barnes says. “However, our coverage strategy is not tied to specific Gatehouse newspaper communities [a reference to Gannett’s predecessor company]. We cover greater Boston in depth, but we don’t have the bandwidth to be the local news source for everyone.”

This week’s Medill report is the first of a multi-part series. Future chapters will be released over the next few weeks and into January.

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Three for Friday

As social-media sharing continues to deteriorate, I am posting more links here for the benefit of Media Nation regulars. Here are three must-reads for your Friday morning:

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Priyanjana Bengani talks about ‘pink slime’ and her research on disinformation

Priyanjana Bengani

On the latest “What Works” podcast, Ellen and I talk with Priyanjana Bengani, a fellow in computational journalism at the Tow Center for Digital Journalism at Columbia University. Her work focuses on using computational techniques to research issues in digital media.

Her most recent project, published in the Columbia Journalism Review, focused on uncovering networks of “pink slime” local news outlets. There have been several iterations of pink slime sites over the years, such as the North Boston News. Bengani has studied partisan political sites disguised as genuine community news organizations. (There’s no such place as “North Boston,” by the way.) They get their name from the pinkish beef paste that is added to hamburger meat.

In Quick Takes, I revisit Press Forward, the $500 million philanthropic effort aimed at revitalizing local news. When Press Forward was announced a few months ago, many observers were worried that a national, top-down effort might clash with local needs and local concerns. Fortunately, Press Forward is now getting involved in the grassroots in an attempt to leverage its funding and help a wide range of local and regional news projects.

Ellen delves into a piece in Racket, an alternative news site in Minneapolis. (The What Works podcast with editor and co-owner Em Cassel can be found here.) Racket takes a steely-eyed look at Steve Grove, the new CEO and publisher of the Minneapolis Star Tribune. Just before taking the journalism job, Grove settled a lawsuit alleging he withheld public records from the press when he was a state government official.

You can listen to our conversation here and subscribe through your favorite podcast app.

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How NJ Spotlight News is leveraging its journalism to enhance its bottom line

NJ PBS in Newark, New Jersey, the headquarters of NJ Spotlight News. Photo (cc) 2022 by Dan Kennedy.

It’s NewsMatch time — that annual holiday tradition when local and regional news nonprofits ramp up their fundraising efforts so that donations can be matched by the Institute for Nonprofit News.

This morning I received an email with the intriguing subject line “This was our favorite story of 2023!” from NJ Spotlight News, one of the projects that Ellen Clegg and I are profiling in our forthcoming book, “What Works in Local News.” The top of the email reads:

Dear Dan,

Last week we kicked off our year-end campaign, and we couldn’t be more excited to share how your support made a big impact in 2023, plus give a glimpse into the exciting plans we have for 2024.

As a reader of NJ Spotlight News, you know you can depend on our nonprofit journalism day in and day out. But do you know what goes into producing just one story, from start to finish? Take, for example, our story last week on youth voting, which investigated college age voters in New Jersey and their attitudes towards politics. Here’s a look, by the numbers, of what went into it:

    • phone calls made: 6
    • internal meetings at NJ Spotlight News to plan/discuss: 3
    • days it took to produce: 10
    • people involved in its production: 7
    • cups of coffee consumed: 8
    • emails sent about it: 31
    • hours of transcription logged: 2 hours

We put everything we’ve got into all of our stories because we value in-depth, comprehensive reporting. These New Jersey stories need to be told and we believe sourcing our information from a variety of voices and perspectives is the best way to do so. And because of our hard work, we’re making a real difference in our New Jersey community.

The email did not link to the story, but here it is. Reported by Hannah Gross, Spotlight’s education and child welfare reporter, the story takes a deep dive into whether college students would vote in the following week’s state and local elections — a tough sell for younger voters given that there’s no presidential race on the ballot.

“People don’t realize how much change actually comes from the local standpoint,” Rowan University student Jamie Ivan told Gross. “Everyone thinks: ‘Oh, it’s not presidential, it doesn’t matter.’ Presidential elections matter a lot, but so do local ones. It affects your everyday life. It directly impacts you.”

Acting on a hunch, I checked to see if Gross is affiliated with Report for America, a project that places young journalists at local news organizations across the country. Indeed she is. Report for America is also featured in “What Works in Community News” — we interviewed RFA corps members at news projects such as The Colorado Sun and the New Haven Independent, and we also include a featured conversation with RFA co-founder Steven Waldman, edited down from our podcast interview with him.

NJ Spotlight News began life about a decade ago as a website covering statewide public policy and politics. Several years ago it merged with NJ PBS, and today comprises the original website plus a daily half-hour newscast, with a lot of cross-pollination between both sides of the enterprise. It’s an example of how public broadcasters can step up and help solve the local and regional news crisis — one of a number of business models that Ellen and I explored in our reporting on how to build a sustainable future for community journalism.

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Heather Cox Richardson offers some optimism during a dark time in our history

Heather Cox Richardson interviews President Biden in 2022. Photo by the White House.

Earlier this week I finished the audio version of Heather Cox Richardson’s new book, “Democracy Awakening: Notes on the State of America.” Like her Substack newsletter, “Letters from an American,” “Democracy Awakening” is well-written, civil, and dedicated to engendering some optimism during the dark time we’re living through. Bonus: Richardson narrates the book herself.

Richardson is more optimistic than I am about the future of the country, but, as she reminds us over and over again, we’ve been here before — in the 1850s, when the slaveholding minority captured all the levers of government power (let’s hope we can avoid a civil war this time); in the 1930s, when Franklin Roosevelt and the New Deal were threatened by a homegrown fascist movement; and at several points in between.

Reviewing an audio book is always difficult since it’s not really possible to take notes, but this review in The Guardian by Charles Kaiser will give you a taste:

Richardson’s latest book shares all the intelligence of her newsletter. It doesn’t have the news value of her internet contributions but it is an excellent primer for anyone who needs the important facts of the last 150 years of American history — and how they got us to the sorry place we inhabit today.

“Democracy Awakening,” thankfully, is no marathon. At a brisk eight and a half hours, you can listen to it on a few long walks or drives. If you’re a fan of “Letters from an American,” the most popular newsletter on Substack, then no doubt you’ll be inspired by “Democracy Awakening” as well.

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