Unverified50% confidenceSolutionExact time
thoughtpay reads the Agent's reasoning trace to determine whether a payment can be logically derived from the task the Agent was set, thereby blocking the payment.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
Unverifiedthoughtpay's workflow includes: the Agent reasons normally and collects the reasoning trace step by step; when the Agent calls the pay() tool it is intercepted; the classifier gives an APPROVE or BLOCK verdict based on the task description, payment policy, reasoning trace and payment request, along with a consistency score, risk signals and an audit ID.77% similarUnverifiedThe key to attributing liability is whether the user has entrusted the process of producing the transaction outcome to the AI system, not whether the Agent itself intended to make the purchase.70% similarUnverifiedWhen selecting an agent inference service, attention should be paid to its end-to-end performance under real agent workloads, rather than only looking at decoding speed on benchmarks.69% similarUnverifiedAfter an Agent receives the result returned by a tool, it can determine based on that result whether to continue calling other tools.66% similar
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