Choose a passage
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Arbitir / Journalists
Arbitir for Journalists
Check the reasoning before the story goes out.
A story can quote real numbers and still draw a conclusion they do not support. Arbitir helps you examine the framing and reasoning in an article before publication—or before you rely on someone else’s reporting.
Free to use. Just sign up. Up to 1,500 words per analysis · 3 per day, 30 per month · No credit card required.
Give the argument an editorial pass.
Examine the findings
Inspect findings about evidence distortion, omissions, framing, and faulty logic. Read the quoted passages in the context of the full story.
Use your judgment
Check the source material, challenge the inference, and revise where needed. Treat the report as questions for editorial review, not a publication approval.
An illustrative use case
A question to bring back to the text.
A story says an outcome improved after a policy change and concludes the policy caused it. Ask what other factors changed and whether the evidence can distinguish among them.
See a finding from a live testUnderstand the limits
Arbitir does not independently establish that every fact, quotation, or citation is authentic. It can miss issues or flag a passage incorrectly. Continue your normal reporting and fact-checking process.
Arbitir checks a defined set of tactics expressed in text. It cannot guarantee detection of every cognitive bias. Long sources may be shortened to account limits; check the words analyzed.
Read the workflow and data-handling guideBring a source. Find better questions.
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Bring a passage. See what it flags.
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Findings are prompts for review, not proof of truth or bias. Application privacy policy.