Unverified50% confidenceSolutionExact time
The actionable conclusions for merchants in the paper include: let declared agents in, write total cost and refund terms as definite values, and keep traceable evidence.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/14/2026
First Seen
Valid until: 1/12/2027
Sources
Related Entities
Related Claims
UnverifiedIn a dispute, merchants must proactively provide evidence to prove the legitimacy of a transaction, while consumers only need to raise a question to trigger the process.69% similarUnverifiedThe paper argues that a warrant relationship with an authoritative source is established only when all of the following conditions are simultaneously met: it actually exists, applies to the relevant jurisdiction, remains valid as of the analysis date, possesses the legal status claimed by the system, and genuinely supports the asserted proposition.64% similarUnverifiedThe study "Persuaded, Not Informed" finds that language model agents treat one-sided assertions from interested parties as evidence, thereby approving transactions that should have been rejected based on company records.63% similar
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