165,000 vs. 444,000: Local News Goes Vertical, and What It Costs Korea to Wait

Mike Beaudet's two-part investigation at WCVB Boston tracked police officers who quit ahead of disciplinary hearings. On the station's 6 p.m. newscast, its highest-rated, roughly 165,000 people watched. Cut again as a native vertical video for TikTok, the same reporting drew about 444,000 views.

Beaudet, who runs Northeastern University's Reinventing Local TV News project, does not read that as a story about TikTok's size. He reads it as evidence that local television no longer controls where its journalism first meets an audience. Stations that skip vertical video in the platform's own idiom, Beaudet told TheWrap in a July 31, 2026 report, give up a large share of their potential audience outright.

The numbers behind the shift are not marginal. Pew Research Center puts the share of U.S. adults who regularly get news on TikTok at 20% in 2025, up from 3% in 2020. Among adults under 30 it is 43%. Among TikTok users of any age, 55%.

A vertical news video posted to WCVB Boston's TikTok account @5wcvb. The reporter speaks straight to camera in the field, a construction distinct from a broadcast package cut down for the feed. Photo: TikTok @5wcvb

The decision moves to the morning meeting

At NBCUniversal Local, platform and format are now settled when a story is assigned, not derived later from a finished television package. Lora Dennis, EVP of multiplatform content, told TheWrap that editors decide in the morning where a story needs to go and what it has to look like on each platform.

The company built the practice into a program. Its News Creator Initiative, launched in early 2025, trains reporters to produce video specifically for social platforms while holding to the editorial standards used on air. Dennis said in the same interview that the first cohort grew TikTok followings 111% and more than doubled engagement, making TikTok NBCU Local's fastest-growing social platform.

Beaudet said the change starts in the field. A reporter who thinks about social after the package is cut comes back with no vertical source material, and no amount of editing recovers it.

Hearst Television is running a similar play. SVP of news Barbara Maushard told TheWrap that TikTok, Instagram and Facebook are all part of the strategy and that the aim is to be wherever the audience is. She was blunt about measurement: there is no evidence of direct payback to the newscast, and growth, she said, is more nuanced than that.

Neither company calls TikTok a revenue line. Both treat it as a long-term audience investment while linear viewership ages out, against declining ratings, a soft ad market and consolidation pressure.

Pew senior researcher Elisa Shearer told TheWrap that much of the consumption is incidental — users meet reporting while scrolling entertainment, sports or creator content, not while looking for local news. She also noted that trust in information from social media overall runs below trust in information from local news organizations. That gap is the wager: in a feed mixing influencers, commentary and algorithmic recommendation, verified reporting has a chance to stand out.

Beaudet drew the line at recycling. Posting a television package to digital is not a strategy, he said: "Young people see right through that."

Korea's regional broadcasters got here first

The financial position in Korea is worse than in the U.S. market that is now moving.

In the 2025 MBC (문화방송) settlement reported to the Foundation for Broadcast Culture (방송문화진흥회), headquarters revenue came in at KRW 718.6 billion, down KRW 29.4 billion year on year, with an operating loss of KRW 27.6 billion. The 16 regional MBC affiliates (지역MBC) posted combined revenue of KRW 241.6 billion against a combined operating loss of KRW 53 billion. Four — Jeju MBC (제주MBC), Pohang MBC (포항MBC), MBC Chungbuk (MBC충북) and Wonju MBC (원주MBC) — hold reserves below KRW 10 billion.

The decade view is starker. Regional MBC advertising revenue fell from KRW 218.8 billion in 2014 to KRW 94.3 billion in 2024 in the Broadcasting Industry Survey (방송산업 실태조사). Lee Hae-seung (이해승), who heads the regional MBC strategy support unit, told Media Today he expects many affiliates to exhaust working capital and turn to bank borrowing within a few years. Pohang MBC CEO Lee Seung-yong (이승용) told the Journalists Association of Korea's trade paper that roughly a third of the regional MBC stations could fall into or near insolvency. Station buildings are not accepted as collateral, which caps borrowing regardless of need.

The commercial affiliates sit on the same curve. Media Today (미디어오늘) counted three of ten regional commercial broadcasters in profit in 2025. KNN (부산경남방송), profitable three years running, saw operating profit slide from KRW 5.6 billion in 2023 to KRW 4.1 billion in 2024 to KRW 2.7 billion in 2025. TBC (대구방송) went from KRW 4.1 billion to KRW 1.5 billion. Regional MBC stations are tied to Seoul MBC and KOBACO (한국방송광고진흥공사) through bundled ad sales, and the commercial affiliates to SBS, so headquarters declines pass straight through.

Audience data points the same way. In the Reuters Institute's Digital News Report 2026, analyzed by the Korea Press Foundation (한국언론진흥재단), portal-mediated news use in Korea fell from 76% in 2019 to 61%. In the 2025 edition, YouTube led news video at 53%, with TikTok at 15% and Instagram at 14% both rising sharply, while direct visits to publisher websites stood at 6% — 47th of 48 countries. Users leaving the portals are not landing on publisher sites.

The coverage area is the ceiling

Read only through the revenue curve, the Korean problem resolves into cost-cutting. Read through the industry's design, it resolves differently.

Regional broadcasting in Korea is built on the coverage area — the unit of licensing, of bundled ad sales and of ratings measurement all at once. It has been the revenue base and the reach ceiling simultaneously. Audience inside the area sets the ad rate. Viewing outside it is neither measured nor settled.

Under population decline that design has no recovery path. As the population of an area falls, the maximum reachable audience falls with it, and defending ratings cannot lift a ceiling that is coming down. Regional MBC ad revenue halving in a decade looks less like programming failure at individual stations than like that ceiling descending.

Vertical distribution has no concept of a coverage area. The algorithm does not consult the license of the originating station. When reporting made by a regional station is consumed outside its area, that reach becomes an asset for the first time. What the U.S. case demonstrates is not a view count. It is the removal of the ceiling.

Local stories that skip the gate

The route by which a local story becomes a national one has run through the news desk in Seoul. Whether an affiliate's reporting made the national rundown, and how high it placed, was the gate. Work that did not clear it was consumed inside the area and stopped there.

Platform distribution does not pass through that gate. It matters that what travelled in Beaudet's case was an investigation into officers evading discipline rather than something soft. The more deeply a story is reported into a local issue, the more room it has to reach users outside the area. MBC Gyeongnam's (MBC경남) documentaries becoming the first regional-broadcaster titles on Netflix is the same bypass in another form.

After vertical: streaming and FAST

Social vertical is not the only route out.

Samsung TV Plus became the first FAST (Free Ad-Supported Streaming TV) platform in Korea to carry 24-hour terrestrial news channels in January 2026, including KBS News 24 (KBS 뉴스 24) and SBS No.1 News Live (SBS No.1 뉴스라이브). Samsung TV Plus has expanded to roughly 4,300 channels in 30 countries; LG Channels now runs more than 5,000 in 37. Omdia projects the global FAST market growing from $6.3 billion in 2023 to $12 billion in 2027. Kim Jong-chul (김종철), chair of the Korea Communications and Media Commission (방송미디어통신위원회), went to Samsung Electronics headquarters on June 4, 2026 to discuss FAST growth.

A public broadcaster got there first. BBC Studios and AMC Networks launched a 24-hour BBC News FAST channel in the U.S. in March 2024, distributed on Pluto TV, Samsung TV Plus and Sling Freestream. The channel carries the existing rolling news operation anchored from the U.K., the U.S. and Singapore — Sumi Somaskanda and Caitríona Perry in Washington, Matthew Amroliwala, Christian Fraser, Lucy Hockings, Maryam Moshiri and Sally Bundock in the U.K., Steve Lai in Singapore. Tara Maitra, chief commercial officer for global media and streaming at BBC Studios, said the launch would more than double the reach and availability of the BBC News channel in the U.S.

The structure is the part worth reading. The BBC is funded at home by the licence fee and carries no advertising for U.K. viewers. With domestic funding fixed, it took programming it had already made and put it into a foreign FAST market with ads attached — added revenue from rescheduling rather than from new production, at a point when the BBC was cutting output in the U.K. and expanding only in the U.S.

For a regional broadcaster the point is not the ad revenue. It is the schedule. A terrestrial channel transmits inside its licensed area; a FAST channel has no area at all. A 24-hour regional news or archive channel is filled by scheduling material that already exists, so marginal cost is low and decades of local footage become inventory.

Access has changed too. With free streaming platforms — Tubi, Pluto TV, Roku, Samsung TV Plus — built into internet-connected sets, the step of finding a channel has disappeared.

The three routes recover money differently. Social vertical builds recognition. Streaming recovers per title through licensing. FAST recovers through channel ad share. MBC Gyeongnam's Netflix titles are the second route and its 1.06 million-subscriber YouTube channel the first. No Korean regional broadcaster is in the third yet.

Generative AI sets the unit cost across all three. Automating extraction of vertical clips from broadcast masters is what makes a standing vertical operation affordable. Automatic tagging is what turns decades of archive into schedulable inventory. As AI dubbing spreads through FAST catalogues, the cost of putting a regional documentary onto a foreign channel comes down with it. The Ministry of Science and ICT (과학기술정보통신부) committed KRW 8 billion to six AI consortia in July 2025 with a target of launching 20 FAST-TV channels.

News on FAST: the U.S. experiment is three years ahead

Korea's FAST news channels have just started. In the U.S., networks and station groups have been running them for years, at a different order of magnitude. Emarketer counts 116.8 million U.S. consumers watching FAST, with the figure projected to reach 130 million by the end of the decade.

Ethan Cramer-Flood, a principal forecast writer at the firm, told the Los Angeles Times that after cutting the cord he found he could watch news from New York stations such as WABC-TV through his Roku whenever he wanted. The channels are already there, running news segments and full newscasts all day, and he can pick up a half-hour. Internet-connected sets, he said, have made FAST as convenient as cable: "The barrier to entry is zero." No sign-up, no cost, one click into the same experience.

ABC, CBS and NBC, along with station groups including Fox, Nexstar and Scripps, have run streaming news channels for years. The schedules began as repeats of newscasts, morning shows and newsmagazines and widened into streaming originals, which double as a place for emerging talent to get anchor-desk time. NBC Nightly News anchor Tom Llamas spent four years at NBC News Now before taking over from Lester Holt in June, and has kept his streaming newscast Top Story — the streaming audience runs about 20 years younger than the linear one. ABC News picked Linsey Davis, anchor of its flagship program on ABC News Live, to co-moderate the 2024 presidential debate.

CNN and BBC News, both still dependent on pay TV revenue, have joined as well. CNN Headlines is a free channel delivering national and international stories pulled from the network's reporting at pace, with no live guests, panels or debates. Lead anchor Brad Smith often appears in a leather jacket rather than a suit. Eric Sherling, EVP of U.S. programming, described the format as less formal than cable. The network puts the channel at 30 million users a month and more than 2 million a day. It replaced an earlier FAST channel that ran cable segments with almost no curation — which, Sherling said, still drew a considerable audience.

Brad Smith, lead anchor of CNN Headlines. Presenting in a leather jacket rather than a suit reflects a judgment that the conventions of traditional TV news matter less to younger viewers. Photo: CNN

BBC News' streaming feed is distributed in the U.S. by AMC Networks. Streamed minutes hit 258.5 million in June, up 153% year on year. Amy Leasca, EVP of partner management at AMC, said the company has seen no cannibalization of the cable audience, and that streaming viewers turn up for specific scheduled programs the way linear viewers do. AMC runs 20 FAST channels in total.

Fox Television Stations takes a different line with LiveNOW, which carries raw breaking-news footage with video journalists supplying only brief handoffs between events. There are no prompters and no scripts, said Emily Stone, VP of digital content and LiveNOW. Live viewer counts run on screen, and Jeff Zellmer, EVP of digital operations, said those numbers guide what the service covers. Its coverage of the president's address to Congress in February drew 1.95 million.

The cost structure is where this separates. LiveNOW began in 2014 when Fox Television Stations president Jack Abernethy asked his outlets to build a low-cost streaming service out of what they already had. The Phoenix station opened a YouTube channel and put one person in front of a switcher with a bank of live feeds. Ten staffers now run it from minimalist sets in Phoenix and Tampa, and that structure — no high-paid anchors — keeps the service profitable.

Kate O'Brian, who oversaw Scripps' streaming news operation until late last year, expects the less formal approach to become the norm. Viewers appreciate the unvarnished version, she said, and after a pandemic spent watching reporters file from basements and garages, audience patience and adaptability changed completely.

What Korean regional broadcasters should take from this is the operating design, not the channel count. A profitable channel run by ten people on minimal sets out of existing feeds means 24-hour scheduling is a staffing and automation problem, not a production-budget one. Design the channel around suits, studio lighting and expensive anchors and the unit economics fail at the outset. Regional stations already have field feeds coming in all day. What has never been tested is whether anyone outside the coverage area wants to watch them.

Media commerce, where reach turns into revenue

If vertical, streaming and FAST generate reach, the recovery side is not limited to advertising.

Korea's live commerce market reached KRW 4.7 trillion in 2025, up 35% year on year, on the count of Labangba Datalab (라방바 데이터랩). Live commerce revenue on the major platforms came to KRW 1.78 trillion, up 37.1%, while the number of broadcasts fell 14.9% to 178,239 and total views dropped to 4.34 billion. Average revenue per broadcast rose 61.6% to KRW 9.98 million. The market is projected to pass KRW 6 trillion in 2026.

The commission structure does not work against broadcasters. Industry material citing a Mirae Asset Securities (미래에셋증권) report puts TV home shopping commissions at 30–40% of product price against 3–10% for live commerce.

Cable went first. In June 2021 the Ministry of Science and ICT (과학기술정보통신부) granted system operators a two-year ICT Regulatory Sandbox (ICT 규제 샌드박스) exemption for commerce programming on their local channels, allowing up to three hours a day of product segments for small regional businesses and farmers, with QR codes linking to the sales page. During that year's Korea Sale Festa (대한민국 동행세일), 11 operators across 62 broadcast areas including LG HelloVision (LG헬로비전) ran 1,597 airings totalling 1,277 hours, with subscriber-data product recommendation and AI presenters reading product copy. The ministry subsequently moved to codify the arrangement through amendments to the Broadcasting Act and IPTV Act enforcement decrees.

Terrestrial regional broadcasters have no equivalent route. Of the two operators covering the same territory, the cable local channel can schedule commerce and the terrestrial regional station recovers only through advertising and sponsorship. With discovery moving to platforms, that asymmetry converts directly into a funding gap.

Provincial governments have posted results. Live commerce revenue on Jeollanam-do's (전라남도) Namdo Jangteo (남도장터) platform grew from around KRW 100 million in 2023 to KRW 1.7 billion in 2025, run alongside regional festivals — Gangjin's Byeongyeongseong and celadon festivals, Yeongam's Wolchulsan festival, Hampyeong's butterfly festival — so that produce sales and festival promotion travelled together. Broadcasting regional festivals is work regional stations have done for decades, and they are the operators holding the outside-broadcast kit, the production staff and the merchant relationships at once.

What a regional broadcaster brings to commerce is not inventory but verification at source. Few organizations in a province can put a producer they have already reported on straight onto a sales page. That asset is also spent the moment reporting and selling mix.

Trust is the inventory

Television still scores highest on trust in Korea. In the Korea Press Foundation's 2024 Media Audience Survey (언론수용자 조사), it led all nine media types on influence (4.08) and trust (3.90 on a five-point scale), ahead of internet portals at 3.78 and 3.49. Trust in news and current affairs overall rose from 3.27 to 3.36.

Younger audiences are not in front of that screen. In the 2022 edition, television use among Koreans in their twenties was 68.7%, the lowest of any age band, and print readership 3.5%. Online video platforms ran 86.1% and YouTube 83.2%.

What a regional broadcaster owns is reporting staff, an archive and that trust score. The vertical turn is not an exercise in building new trust. It is moving accumulated trust onto a screen where younger audiences are.

AI moves into the reporting process

The Pulitzer Prizes added an AI disclosure question to entry forms in 2024. Of the 15 journalism categories announced on May 4, 2026, five winners and three finalists disclosed AI use to the judging committee — the most since the requirement came in. In the cases Nieman Lab compiled this year, generative AI and commercial large language models went mainly into the work of getting through document dumps.

After the Kerr County floods in Texas in summer 2025, The Wall Street Journal built a scraper that pulled every public meeting minute, agenda and transcript from the county website, then used an internal tool called WSJPT to summarize every page. Reporters filtered the summaries with a mix of LLMs and older natural language processing techniques — stemming, lemmatization — to isolate references to past flooding. That path led them to former Sheriff Rusty Hierholzer, who had pushed for outdoor sirens a decade earlier, and to the finding that his recommendations were never implemented. John West, a computational journalist at the Journal, told Nieman Lab the point is not to remove the need for human investigation of a document pile but to sort the pile so the most relevant material sits on top. Every section the tools flagged was read by a reporter, and every document judged relevant was read in full.

The Minnesota Star Tribune fed journal pages from the Minneapolis church shooter's YouTube videos into an enterprise ChatGPT account in August 2025. The model identified the script as Faux Cyrillic — English words set in Russian typography — and produced a first-pass translation of hundreds of pages running past 600,000 words. Reporters loaded the translations into Google's NotebookLM to search keywords and pull themes, surfacing past jobs, relationships and locations that fed shoe-leather reporting.

Investigations editor Tom Scheck said the team was conscious the model hallucinates, so quotes, context and anecdotes went to human translators. Rather than sending the whole file out, reporters flagged key passages for two Russian-language academics at nearby St. Olaf College, who caught several errors including one that misrepresented the shooter's possible motivation. Scheck put it this way: "AI helped us start at mile marker five." The coverage won the Breaking News Pulitzer.

The Associated Press used LLMs on tens of thousands of leaked emails and databases from a Chinese surveillance vendor, plus thousands of procurement records, to identify contracts, summarize documents, flag people and technologies, and build searchable databases. The work won International Reporting. Garance Burke said the tools made large volumes of records easier to search and review but did not replace reporting or verification: reporters read the surfaced documents themselves, independently assessed the summaries and did not quote from them.

The New York Times ran the sequence backwards. Reviewing every SEC crypto enforcement action back to 2017, reporters read and classified more than 10,000 documents manually over several months, then ran GPT-5 as a secondary review and compared its classifications against their own. Where the two diverged, they went back to the documents. The investigation won Investigative Reporting, and it used an LLM to check human error rather than to save human time.

Disclosure practice has not settled. The Journal did not flag AI use in its Kerr County stories, on the grounds that the tools amounted to a sophisticated search and reporters read the documents and ran the findings down.

For a separate investigation into toxic fume incidents on commercial aircraft, which put more than a million FAA documents through LLMs to generate incident rates by airline and aircraft, West said he wrote the longest methodology statement of his career. Marjorie Miller, who administers the Pulitzers, told Nieman Lab the industry is less apprehensive about these tools than it was, with a clearer line now between appropriate uses such as data collection and analysis and inappropriate ones such as writing and editing. The Pulitzers will add an AI disclosure question to book entry forms next year.

Two things follow for regional broadcasters. One is the cost of reporting. Automating the sorting of a document pile puts public-records investigation within reach of a station with a small staff. Municipal meeting minutes, ordinances, tender and no-bid contract notices and audit findings are already public and already ignored, because no one has time to read them all. Given that what travelled outside the coverage area was investigative work rather than something soft, the cost AI lowers is not only the cost of re-editing.

The other is disclosure. If trust is the asset, then how far and in what form AI use is disclosed becomes the condition for keeping it. What the Pulitzer cases share is a sequence — AI sorts the material, people read it — and a rule against quoting AI summaries.

What has already worked in Korea

MBC Gyeongnam turned content investment into revenue. Its documentaries *Kim Jang-ha, the Grown-Up* (2023) and *A Heaven of Gimbap* (2024) were the first regional-broadcaster titles distributed on Netflix, and its YouTube channel MKitaka (엠키타카) passed 1.06 million subscribers. After years of narrowing losses the station posted net profit of KRW 40 million in 2025.

Mokpo MBC (목포MBC) is the only regional MBC in operating profit, combining rental income from its relocated headquarters near Mokpo Station with digital out-of-home advertising and a long-running solar business. Gwangju MBC (광주MBC) hired the first dedicated social-media planning producer at a Korean regional broadcaster in 2019.

Cases outside the sector are worth reading too. Cable local channels opened commerce programming through the regulatory sandbox; Jeollanam-do built festival-linked live commerce on a provincial platform; e-commerce operators such as Cafe24 (카페24) tied channels directly to sales through YouTube Shopping (유튜브 쇼핑) integration. All three run on capabilities regional broadcasters already hold.

On the technical side, the KCMC and the Korea Radio Promotion Association (한국전파진흥협회) ran AI production training across seven regions. MBC Chungbuk is applying PTZ AI tracking for automated framing plus generative AI for titles and trailers. KBS Chuncheon (KBS춘천) is using AI-controlled PTZ for live multicam. Wonju MBC is using generative AI for storyboards and previsualization, with AI-generated metadata driving highlight extraction.

The platform is now the discovery layer

While TikTok has been turning into a distribution route for local journalism, it has also been productized as the discovery layer for the video business.

The #FilmTok and #MovieTok hashtags carried more than 3 million posts in 2025, up 54% year on year. Set hashtags aside and posts about film and TV averaged 6.5 million a day. By TikTok's count, 47% of U.S. users learned about a new theatrical release on the platform and 36% acted on it, buying a ticket or similar.

The figure that bears on regional broadcasting concerns old titles, not new ones. An Ipsos study found 46% of users discovered older films or TV shows they would not otherwise have known about, and 38% rewatched something they had not seen in a while. Rediscovery works as a route, which is the demand-side case for archive that stations currently only store.

The tools are following. TikTok Spotlight pulls official information and creator video onto a per-title landing page. Streaming Ads targets subscription conversion at users who have shown entertainment interest; a 2024 AYTM (Ask Your Target Market) survey cited by TikTok found users 167% more likely to keep a subscription in order to take part in online conversation.

Dawn Yang, TikTok's global head of entertainment partnerships, told TheWrap in a Jan. 21, 2026 report that studios now recognize how well creators understand the films they cover: "A few years ago, I think creators were seen as a marketing engine." TikTok sent 10 creators to the 2026 Sundance Film Festival and ran three events, one tied to A24's *The Moment*.

Yang, in the same report, described the product as global-first, with over a billion users, so where a video was made matters less than whether the angle is interesting enough to be found. That is the inverse of a terrestrial channel transmitting inside a licensed area.

The implication for a regional broadcaster is that vertical news is not a newsroom project. Vertical news, documentary IP and FAST channels all surface in the same place. Where the newsroom's accounts, the scheduling team's channels and the business team's IP run on separate organizational logic, they compete against each other for the same reach.

Reporting costs are falling: how this year's Pulitzer winners used AI

Five winners and three finalists disclosed AI use to the Pulitzer judging committee this year, announced May 4, 2026 — the most since the disclosure requirement was introduced in 2024. Marjorie Miller, who administers the prizes, told Nieman Lab the industry is less apprehensive about AI tools than it was, with a clearer line between appropriate uses such as data collection and analysis and inappropriate ones such as writing and editing. The Pulitzers will add an AI disclosure question to book entry forms next year.

The use case mostly repeats: turning a pile of documents into something searchable.

After the Kerr County, Texas floods in summer 2025, The Wall Street Journal built a scraper that pulled every public meeting minute, agenda and transcript from the county website, then used an internal tool called WSJPT to summarize every page of every document. The team combed the summaries with a mix of LLMs and older natural-language processing techniques to find references to past flooding. John West, a computational journalist at the Journal, said the aim is not to remove human review of a document pile but to sort it so the most relevant material sits at the top. That surfaced former sheriff Rusty Hierholzer, who had pushed for outdoor flood sirens a decade earlier; the coverage was a Breaking News finalist.

At The Minnesota Star Tribune, after the August 2025 shooting at a Minneapolis church, AI Lab engineer Dana Chiueh screenshotted journal pages from the shooter's YouTube videos and fed them to an enterprise ChatGPT account, which identified the script as Faux Cyrillic. A custom script automated the screenshotting, and the model produced a first-pass translation of hundreds of pages — more than 600,000 words — which the team searched for themes in Google's NotebookLM. Investigations editor Tom Scheck said the team was conscious that AI hallucinates and had quotes, context and anecdotes reviewed by human translators; two Russian-language academics at St. Olaf College found a handful of errors, including a passage misrepresenting motive. AI, Scheck said, let them start at mile marker five rather than at the starting line. The coverage won the Breaking News prize.

The Associated Press used LLMs to summarize, classify and make searchable tens of thousands of leaked emails and thousands of procurement records in its investigation into American technology companies' role in China's surveillance apparatus. Reporter Garance Burke said the tools made large volumes of records faster to search and review but did not replace reporting or verification, and that the team did not quote from AI-generated summaries. It won International Reporting.

The New York Times inverted the order. Reviewing every SEC crypto enforcement action since 2017, reporters read and classified more than 10,000 documents manually over several months, then ran GPT-5 as a secondary review and reread the documents wherever the classifications diverged. The LLM checked human error rather than the reverse. It won Investigative Reporting.

Disclosure varied by use. The Journal's Texas flood coverage carried none — the tools functioned as a sophisticated way of searching documents that reporters then read themselves, West said. Its investigation into toxic fume incidents, where LLMs read over a million FAA documents and generated incident rates by airline and aircraft, disclosed the use and carried the longest methodology statement West had written. Search assistance on one side of the line, generated findings on the other.

The bearing on Korean regional broadcasting is headcount. "We don't have the people to keep an investigative team" is the condition that changes here. If investigative work is the weapon for reaching outside the coverage area, the same tools set its cost. Turning an archive into schedulable inventory and turning public records into searchable inventory are the same process.

What Korean operators should do

Move the decision to the assignment meeting. What changed at NBCU Local was the timing of a decision, not the equipment. Unless the vertical deliverable and its owner are fixed when a story is assigned, nothing usable comes back from the field. Split the outlets — service information and close-to-the-ground reporting inside the area, investigations, records and character work outside it — with the same reporters producing both. Cutting investigative teams first during headcount reductions closes the out-of-area route before anything else.

Write the AI disclosure rule before the tools arrive. The Pulitzer cases draw a clear line: no label when AI found documents that reporters then read, a full methodology statement when the model produced the numbers. A regional broadcaster that brings AI into reporting without settling that line in house will lose the whole toolset at the first controversy.

Turn the archive into inventory first. Neither a FAST channel nor a streaming deal starts without a list to bring to the table. Decades of footage sit in a state that is neither searchable nor schedulable, and AI-assisted tagging takes time to produce results. It belongs ahead of building the desk.

Run all four routes from one shared desk. No single affiliate has the headcount for a standing vertical unit. Convert the regional MBC new-media content council, active since 2018, into a permanent shared desk holding the shooting specs, the re-edit pipeline and the performance dashboard. Design the FAST channel the way LiveNOW is built — no scripts, no prompters, no expensive anchors. A 24-hour channel built to existing news-studio spec will not clear year one.

Separate commerce, and keep the monetization sequence. The case for a regional broadcaster in commerce rests on verification built through reporting, and that case collapses first if the newsroom also sells. Split the sales entity, accounts and brand, and put in writing that products from companies under coverage are off limits. Recovery runs in order: recognition, IP distribution, FAST ad share, then commerce and events. Short-form designed as a view-based ad business hits a scale ceiling quickly.

Reset the metrics and the headquarters relationship. A system measuring only in-area ratings and bundled ad allocation assigns no value to out-of-area views or FAST viewing time. Whether digital reach enters the allocation criteria under the Special Act on Regional Broadcasting Development is for the KCMC; whether commerce scheduling extends beyond cable local channels is for the KCMC and the Ministry of Science and ICT together. What headquarters can supply is not money but account authority, archive access and common production specs. For the same turn, the prerequisite differs by operator: shared infrastructure for regional MBC, an evaluation framework for KBS regional stations, production financing for the commercial affiliates.

Where we come out

This section is K-EnterTech Hub's (케이엔터테크허브) own view.

In one word: inventory. The four routes are a sequence, not a menu, and all four demand the same input — a list to bring to the table. A FAST channel needs a catalogue that fills 24 hours before slot talks begin; streaming distribution needs titles before terms; vertical needs to know what to recut before it can run continuously; investigative work needs public records to be searchable before it can run without headcount. Converting the archives and public records of all 16 affiliates into searchable, schedulable inventory within 12 months is the only decision on the table right now.

For a decade the Korean debate has been about money: whether to preserve bundled ad sales, how far to raise the Broadcasting and Communications Development Fund (방송통신발전기금). Funding is a function of reach, and the argument has been running in the wrong order. Adjust the ad split while leaving the shrinking in-area audience untouched and the base being split keeps getting smaller.

Consolidating coverage areas is the organizational version of the same error. What needs to be merged is not transmission territory but distribution. Sixteen companies each running their own accounts and scheduling teams while merging only transmission improves neither unit cost nor reach. Leaving the corporate structure alone and pooling re-editing and distribution, by contrast, can be done inside a year with no governance negotiation. The hours going into consolidation studies are better spent there.

FAST is a negotiation problem before it is a policy problem. With Samsung TV Plus and LG Channels now carrying terrestrial news channels, this is the moment to negotiate slots, and no single affiliate has the weight to get to that table. Only a regional or genre channel pooling all 16 archives has scheduling value on the platform side.

The most undervalued asset is the archive. Decades of regional footage carry no value on the balance sheet and sit in a state that is neither searchable nor schedulable. The rediscovery demand the Ipsos study found says there is a market for that inventory, and AI tagging will never be cheaper than it is now.

Commerce is the fastest of the recovery routes. Vertical takes one to three years to accumulate recognition; FAST takes two to four to secure slots and see ad share. Commerce reports revenue from a single broadcast. It is the one place a regional station can generate cash during the transition, and the scheduling rule that currently limits it to cable is the only variable in that judgment.

On timing: measured against the four affiliates holding reserves below KRW 10 billion, the window for transition is two to three years. After that, proceeds from asset sales go to survival rather than to transition.

The counterargument is real. Hearst's point about the absence of near-term payback lands harder in Korea than in the U.S. American local broadcasters are under financial pressure in a much larger ad market; Korean regional stations already lack the cash to fund the transition. The actual choice is between certain contraction without the turn and deeper losses for two or three years with it. We think the second is the better bet.

Sources

Primary reporting

• A.J. Katz, "Verified, Vertical: How Local TV Is Tapping TikTok to Fight for Gen Z's Attention," TheWrap, July 31, 2026. https://www.thewrap.com/media-platforms/journalism/tiktok-local-tv-news-strategy/
• Kayla Cobb, "TikTok Is Bringing 10 Creators to Sundance 2026, Will Host a Creator Happy Hour With Charli xcx," TheWrap, Jan. 21, 2026. https://www.thewrap.com/creative-content/movies/tiktok-sundance-2026/

Primary sources and video

• WCVB Boston official TikTok account @5wcvb, vertical news video. https://www.tiktok.com/@5wcvb/video/7669792718419283213
• Reinventing Local TV News Project, Northeastern University. https://tvresearch.sites.northeastern.edu/videos
• "Sundance 2026: How TikTok Is Fueling Film Fandom" (incl. #FilmTok post volume and the Ipsos rediscovery figures), TikTok Newsroom, January 2026. https://newsroom.tiktok.com/sundance-2026-how-tiktok-is-fueling-film-fandom?lang=en
• "Samsung TV Plus carries terrestrial 24-hour news channels, a first for FAST in Korea," Samsung Newsroom (삼성전자 뉴스룸), Jan. 29, 2026. https://news.samsung.com/kr/

U.S. audience research

• Pew Research Center, "1 in 5 Americans regularly get news on TikTok, up sharply from 2020," Sept. 25, 2025. https://www.pewresearch.org/short-reads/2025/09/25/1-in-5-americans-now-regularly-get-news-on-tiktok-up-sharply-from-2020/
• Pew Research Center, "Social Media and News Fact Sheet," September 2025. https://www.pewresearch.org/journalism/fact-sheet/social-media-and-news-fact-sheet/
• Nieman Journalism Lab, "More Americans than ever now get news on TikTok, Pew finds," Sept. 29, 2025. https://www.niemanlab.org/2025/09/more-americans-than-ever-now-get-news-on-tiktok-pew-finds/

Korean regional broadcasting finances

• Park Jae-ryeong (박재령), "MBC revenue down KRW 29.4bn last year," Media Today (미디어오늘), March 25, 2026. https://www.mediatoday.co.kr/news/articleView.html?idxno=333304
• Yoon Yu-kyung and Park Seo-yeon, "Regional media in the red: from LED billboards to leasing," Media Today, April 15, 2026. https://www.mediatoday.co.kr/news/articleView.html?idxno=333769
• "Only Mokpo MBC profitable among regional MBC stations," Media Today, April 18, 2026. https://v.daum.net/v/20260418201234188
• "Reserves exhausted, regional MBC turning to bank loans," Journalists Association of Korea (한국기자협회) trade paper. https://m.journalist.or.kr/m/m_article.html?no=60764

Korean audience and trust research

• Korea Press Foundation (한국언론진흥재단), 2024 Media Audience Survey (언론수용자 조사) — influence and trust by media type. https://www.kpf.or.kr/front/board/boardContentsView.do?board_id=246&contents_id=8cfa6b1bf19b4b6ab16a7b970bb1512e
• Korea Press Foundation, 2022 Media Audience Survey — media use and perception by age band. https://www.kpf.or.kr/front/board/boardContentsView.do?board_id=246&contents_id=3eb36e28f3ef4a6d8dcfa6971ce576a8
• Korea Press Foundation, *Media Survey* Vol. 11 No. 3 — Korea's digital news landscape per Digital News Report 2025, June 17, 2025. https://www.kpf.or.kr/front/board/boardContentsView.do?board_id=246&contents_id=db4e05b6877a4194b5325a0a2e6226d5
• "Portal news use declining in Korea," Greened, June 21, 2026 — analysis of the Reuters Institute Digital News Report 2026. https://www.greened.kr/news/articleView.html?idxno=342951

FAST and platform market

• Stephen Battaglio, "TV news' FAST era: Can free channels bring back younger viewers?," Los Angeles Times, Sept. 16, 2025. https://www.latimes.com/entertainment-arts/business/story/2025-09-16/as-cable-declines-more-viewers-are-getting-their-tv-news-free-on-fast-channels
• "BBC News Channel Launches on Leading CTV/FAST Platforms," BBC Studios Press Room, March 13, 2024. https://www.bbcstudiospressroom.com/press/bbc-news-channel-launches-on-leading-ctv-fast-platforms/
• "BBC News FAST Channel Launched By AMC Networks, BBC Studios," Next TV / Broadcasting+Cable, March 13, 2024. https://www.nexttv.com/news/bbc-news-fast-channel-launches-by-amc-networks-bbc-studios
• "BBC News launching FAST offering," NewscastStudio, March 13, 2024 — on repurposed content and the ad revenue split. https://www.newscaststudio.com/2024/03/13/bbc-news-fast/
• Hong Ji-hoo, "Samsung and LG expand global FAST footprint," ZDNet Korea, July 2026. https://zdnet.co.kr/view/?no=20260716143619
• Kim Jin-hee, "Content carries the quarter: Samsung and LG offset slowing TV demand," News1, July 17, 2026. https://v.daum.net/v/20260717070202389
• "In Sundance Push, TikTok Rolls Out New Entertainment Ad Offerings," Deadline, Jan. 21, 2026. https://deadline.com/2026/01/sundance-tiktok-entertainment-advertising-1236691539/
• "FAST TV" entry — incl. the Ministry of Science and ICT's (과학기술정보통신부) 20-channel FAST-TV target and KRW 8bn AI consortium support, Namuwiki. https://namu.wiki/w/FAST%20TV

Commerce market and regulation

• Moon Su-a, "The volume game is over: live commerce eyes a KRW 6 trillion market on content," Daehan Economic Daily, January 2026 — Labangba Datalab 2025 figures. https://www.dnews.co.kr/uhtml/view.jsp?idxno=202601151113000960815
• "Cable local channel shopping begins formal sales programming," ZDNet Korea, June 24, 2021 — Ministry of Science and ICT regulatory sandbox exemption. https://zdnet.co.kr/view/?no=20210624161550
• "Cable local channel commerce wraps: sales up threefold," Dailian, July 19, 2021 — 11 operators, 62 broadcast areas, 1,597 airings, 1,277 hours. https://m.dailian.co.kr/news/view/1013046
• "Ministry allows commerce on local channels; IPTV gets direct-use channels," Electronic Times, July 27, 2021 — Broadcasting Act and IPTV Act decree amendments. https://m.etnews.com/20210727000173
• "Namdo Jangteo live commerce revenue up 17x in two years," May 2026. https://cooknchefnews.com/news/view/1065599958525397
• "Korea's live commerce landscape" (Mirae Asset Securities report summary — home shopping vs. live commerce commissions), Gobooki Media Strategy Lab. https://gobooki.net/%ED%95%9C%EA%B5%AD-%EB%9D%BC%EC%9D%B4%EB%B8%8C-%EC%BB%A4%EB%A8%B8%EC%8A%A4-%ED%98%84%ED%99%A9/
• "YouTube plus commerce: Cafe24's YouTube Shopping integration," ZDNet Korea. https://zdnet.co.kr/view/?no=20230907171041

AI, journalism and policy

• Andrew Deck, "A record-breaking eight Pulitzer awardees disclosed AI use this year," Nieman Lab, Aug. 3, 2026. https://www.niemanlab.org/2026/08/a-record-breaking-eight-pulitzer-awardees-disclosed-ai-use-this-year/
• Andrew Deck, "How this year's Pulitzer awardees used AI in their reporting," Nieman Lab, May 22, 2025. https://www.niemanlab.org/2025/05/how-this-years-pulitzer-awardees-used-ai-in-their-reporting/
• "AI production technology comes to regional broadcasting" — KCMC (방송미디어통신위원회) and Korea Radio Promotion Association (한국전파진흥협회) regional AI production selections, July 2026. https://dazabi.com/insurance_magazine/article.php?id=40566
• Kwon Chang-mo (권창모), Daegu MBC digital media team, "How can we do YouTube when we can barely fill the terrestrial schedule?," Media Today. https://www.mediatoday.co.kr/news/articleView.html?idxno=209733