The threshold that blocks fraud accounts also catches customers
2027The near futureDeadline · 14 days until the automated fraud prevention contract
An extension of it
All people, institutions, events, figures, and future technologies in every issue are a synthetic premise. Background documents are sources for topic discovery and are not evidence of future facts or probabilities.
The question to decide
On a marketplace where refund fraud has increased seller losses, paid identity verification cut counterfeit accounts but also excluded customers who use old mobile phones. Manual verification costs more time and money, and lowering the sign-up threshold with transaction limits and after-the-fact compensation means sharing the fraud losses. Which sign-up and verification method should the cooperative choose?
Who decidesSellers' cooperative
What the AI judgments chose
Reading the judgment record…

The options
The order shown is not a ranking of preference.
The situation as it stands
Refund fraud by synthetic accounts has increased seller losses. Decision deadline: 14 days until the automated fraud prevention contract.
A fictional online marketplace · small business owners
- Premise 1Refund fraud by synthetic accounts has increased seller losses.
- Premise 2New verification reduced forged accounts but excludes customers with old mobile phones.
- Premise 3Adding manual verification staff increases cost per transaction and response time.
Where it holdsSets the join and verification procedures for the cooperative marketplace. Cannot replace the issuance of customers' public identity credentials.
What is still unknown
- Unknown 1How much identity verification reduces actual transaction fraud
- Unknown 2The scale of excluded customers and alternative means
Signals to decide again
- Define what observation, who is responsible, and what confirmation window can check "how much identity verification reduces actual transaction fraud," and re-judge if new confirmation changes the tradeoff between the options.
- Define what observation, who is responsible, and what confirmation window can check the "scale of excluded customers and alternative means," and re-judge if new confirmation changes the tradeoff between the options.
Where the paths partNot answers — paths that part from the same starting point
A case emerges in which a batch of verified accounts was sold in bulk.
A local library offers a free identity verification counter.
Material and rootsThe frame, the values and the background documents
Which signals does a community that has heard repeated warnings stop believing?
An exploratory perspective chosen by the creator. Does not claim supernatural validity or the superiority of any particular option.The benefits and costs of the options accrue to different stakeholders. Which loss to accept remains undecided.
A subject for the decision-maker to argue over; the materials carry no conclusion of their own.The record of this question
- Question
FSP-TRUST-04· version 1.2.0- Content identity, SHA-256
82de9f2aa5d14f9f9060903539aea6368f0dff7d64c1d935e92e1437ea12453e- Input files
- Question input JSON · What followed, JSON