AI for Journalists: Research, Interviews, Verification

AI for journalists is useful in the parts of the job that happen before and after the reporting: background research, preparing interview questions, organising notes, summarising long documents, drafting headline options and adapting a story for different formats. It is dangerous in the middle, where truth is established. An assistant is not a source, it does not witness events, and it can state falsehoods in the same confident voice as facts. The working rule for a newsroom is simple: use AI to save time on reading and structuring, never to supply facts, quotes or conclusions you have not verified yourself.

This guide is for reporters, editors, freelancers and communications staff who handle information for a living. It covers the tasks where an assistant helps, the safeguards that protect sources and accuracy, and the questions every newsroom should settle in writing before anyone uses these tools on real stories.

Where AI for journalists helps, and where it does not

Task	Value of an assistant	Risk	Rule
Background on an unfamiliar topic	High: quick orientation and vocabulary	Errors stated as fact	Use it to find what to check, then check
Interview preparation	High: question lists, angles, follow-ups	Low	Edit questions to the actual source
Summarising reports and filings	High: finds the key sections fast	Missed caveats, wrong numbers	Read the original passages it points to
Transcript clean-up	Medium: tidies and structures text	Altered quotes	Never change a quote without the recording
Data and spreadsheets	High: patterns, formulas, charts	Wrong analysis presented as fact	Reproduce key figures independently
Headlines, summaries, social copy	High: options in seconds	Overstated claims	Headline must match the evidence
Translating foreign sources	High: speed and gist	Nuance lost, names garbled	Have a fluent reader confirm quotes
Writing the story itself	Low for reporting; some for structure	Invented detail, flat voice	You write; assistant edits on request
Verification and fact-checking	Supports method only	False confirmation	Primary sources decide, never the model

Background research without false confidence

When a story lands in an area you do not know, an assistant is the fastest way to get oriented: the main actors, the technical vocabulary, the competing positions, the questions experts argue about. Ask for the map, not the verdict: “Explain how municipal bond financing works, list the terms I will meet in documents, and tell me which claims in this debate are usually disputed.” Then treat everything as a lead.

The reason is structural. Language models produce likely text, and likely text contains plausible errors, as explained in what are AI hallucinations and how to catch them. They also have a knowledge cut-off, so they can miss recent events, a point covered in why AI misses recent news. For current facts, use Research mode, which searches the web and cites its sources, and then open every source. Our guide on how to research online with AI and get cited sources sets out the habit: the citation is where verification starts, not where it ends.

Preparing interviews

This is among the best uses and among the safest, because you keep full control of what is asked. Give the assistant your angle, the person’s role and public record, and what you already know, and ask for question lists in tiers.

I am interviewing a city transport director about delayed tram projects. My angle: why costs rose and who decided. Give me: 8 opening questions that are open and neutral, 8 follow-ups that press for specifics such as dates, figures and names, and 5 questions on what could go wrong from here. Mark the ones where a vague answer is likely, and suggest what document I could bring to make vagueness harder.

Review the list, cut what does not fit and rewrite in your own voice. Ask for the opposing view too: “What would the project’s critics ask? What would its defenders say?” Preparing for both prevents blindsiding and sharpens your own sense of the story.

Reading documents, filings and long reports

Upload a report, a court filing, a budget, a corporate annual report or a regulation and ask targeted questions. Good prompts have a form: “List the five largest spending items with page numbers”, “Which sections mention risk to the schedule?” and “What does this document say about who approved the change, with quotes?” Always request the page or section so you can verify. Details of the method are in the AI document analysis guide, and for turning a pile of documents into rows and columns, AI data extraction.

Two cautions. First, a summary is a lossy copy: the caveat on page 47 may be exactly what the story needs, and a summary may drop it. Use summaries to decide where to read, then read there. Second, numbers extracted from tables and scanned pages are often wrong; compare each figure that will appear in print with the original.

Data, spreadsheets and charts

Data journalism benefits from an assistant that writes the formula, explains an unfamiliar statistic or suggests a sensible way to chart a dataset. The risk is silent error: a wrong filter, a misread column, a comparison that mixes rates and counts. Reproduce the headline figure by an independent route, such as a pivot table, a second method or a colleague’s check, before it goes anywhere near copy. See Ask Mio’s AI data analysis assistant for how the tool works with your own files, and AI survey analysis for open-ended answers. State methods and limits in the published piece, as you would with any analysis.

Protecting sources and confidential material

This is the most important section. Journalism runs on trust, and some trust is legal and ethical obligation.

Source identity. Never paste names, contact details or identifying details of confidential sources into any external tool.
Leaked or embargoed material. Treat it as you would on any shared drive: only where your newsroom’s security rules allow.
Personal data. Data protection law still applies to what you process for reporting, although journalism often has special provisions; ask your legal desk.
Anonymise first. When you want help with wording or structure, replace names and identifiers with placeholders; see how to anonymise text before pasting it into AI.
Know the vendor’s terms. Does the service train on your inputs? Can you delete conversations? Ask Mio does not use chats or files to train models and lets users export or delete their data at any time, but your newsroom still decides what may be pasted.

Our what not to share with AI list and the guidance on shadow AI at work are useful starting points for a policy. If something sensitive does get pasted, see what to do after an AI data leak.

Verification: what AI can support and what it cannot

Verification is the discipline that defines the profession, and it cannot be outsourced. An assistant can support the method: listing what would need to be true if a claim were correct, suggesting which primary sources to seek, proposing reverse-search steps for images, or turning a claim into separate checkable parts. It cannot confirm that a claim is true, and it must not be cited as a source.

Synthetic media and scams

Reporters now meet fabricated audio, images and video. AI detectors are unreliable, as discussed in AI content detectors: how reliable are they?; use provenance, source tracing and corroboration instead. For the audio and video tricks used in fraud, see AI deepfake scams. Treat a surprisingly convenient clip as suspect until you have traced it to its origin.

Quotes

Never let an assistant produce a quote and never alter a real one. A cleaned transcript must be compared against the recording before any text is used as a quotation. If an assistant “paraphrases” a statement in a transcript, the paraphrase is not what the person said.

Writing, headlines and formats

Reporting and writing are the craft; an assistant can edit but should not report. It is helpful for generating five headline options that you then check against the story (“does the headline claim more than the evidence supports?”), for suggesting a clearer structure for a draft, for producing a plain-language explainer box from your own text, or for adapting a finished story into a newsletter item or social posts. The routine for repurposing is in repurpose content with AI, and for press-release material a source sends you, how to write a press release with AI shows what the other side of the desk may be doing. Treat polished promotional text with extra suspicion; fluent is not the same as accurate.

Voice also matters. Prose produced mainly by a model tends to the generic. If you ask for edits, say “tighten, do not rewrite, keep my sentences”. The best result is a story that sounds like you, only cleaner.

Transparency and newsroom policy

Readers care how a story was made. The Reuters Institute for the Study of Journalism publishes research on audience attitudes to AI in news at reutersinstitute.politics.ox.ac.uk, and general professional standards are summarised under journalism ethics and standards; the International Federation of Journalists at ifj.org publishes professional guidance. A workable newsroom policy answers these questions in writing:

Which tasks are allowed, which need an editor’s approval and which are banned?
What information must never be entered into an external tool?
When must AI assistance be disclosed to readers, and in what words?
Who checks AI-assisted work and how is that recorded?
How are errors from AI-assisted work corrected and logged?

Freelancers should follow the policy of each outlet they write for and disclose use where asked. The disclosure patterns in how to cite AI and disclose its use can be adapted for bylines and methodology notes.

A sensible daily workflow

Orient with the assistant, then close the chat and go to primary sources.
Prepare interviews with tiered questions; edit them yourself.
Upload non-sensitive documents for navigation; verify every figure and quote against the original.
Write the story yourself; use the assistant as an editor on request.
Test headlines and summaries against the evidence.
Log what AI was used for, so an editor can ask.

Cost in Ask Mio

Most journalistic uses are short chat or writing tasks costing 1 to 3 points per answer. The free plan has 600 points a month with Chat and Write modes, enough to try interview preparation and headline testing. Document analysis, Research mode with web search and memory need the Chat plan at €5 a month with 2,000 points and 20 MB files. A small desk of up to five people can share projects on the Business plan at €29 a month. Prices are in EUR with 21% VAT added at checkout and come from the live pricing page.

Frequently Asked Questions

Can journalists use AI for research?

Yes, for orientation and finding leads, but not as a source. Use the assistant to map a topic, list terms and suggest what to check, then confirm every fact in primary sources. Research tools that cite web sources help, but you still have to open each source and read the passage.

Is it ethical to use AI in reporting?

It can be, when used for support tasks, with human verification, source protection and transparency where your outlet requires it. Problems arise when AI invents facts or quotes, replaces verification, exposes confidential sources or is used undisclosed against policy. Follow your newsroom’s rules and professional codes.

Should I paste confidential documents into an AI assistant?

Not unless your newsroom’s security policy and the vendor’s terms clearly allow it. Never paste identifying details of confidential sources. If you need help with wording or structure, replace names and identifiers with placeholders first and keep the original material in your approved systems.

Can AI transcribe and summarise interviews?

It can tidy and structure a transcript and summarise themes, but it can also alter wording. Compare any quote you plan to publish against the recording, and treat summaries as navigation aids that tell you where to listen, not as a record of what was said.

How do I check for AI-generated fake images or audio?

Do not rely on detectors alone; their accuracy is limited. Trace the item to its earliest appearance, check metadata and context, look for independent corroboration and ask the claimed creator or witness. Treat a clip that arrives conveniently and cannot be traced as unverified.

Do I have to disclose AI use to readers?

That depends on your outlet’s policy and on how AI was used. Many newsrooms require disclosure when AI materially shaped published content, but not for minor support tasks. Check your editor’s guidance, and when in doubt, describe the use plainly in a methodology note.

The Bottom Line

AI for journalists is a time-saver for reading, structuring and rewording, and a liability the moment it becomes a source. Use it to prepare, navigate and edit; verify every fact, number and quote against primary material; keep sources and confidential files out of external tools; and follow a written newsroom policy on disclosure. Try it first on interview preparation and a long public report, where the benefit is large and the risk small. When you want cited research and document uploads, see the Ask Mio plans.

AI for Journalists: Research, Interviews and Verification