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Abhishek B. Sharma

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#artificial intelligence Preprint Sep 2026

CausalLoss-Fin: Attributing Financial-Agent Loss to Decisions and Infrastructure Faults

When an agent handling a payment exception loses money, the agent-step attribution methods this paper compares against will name one of its actions. They will do so even when a settlement message was dropped and the agent never had a chance: they intervene on agent actions and do not expose infrastructure faults as int...

Abhishek B. Sharma · 0 citations

#artificial intelligence Preprint Sep 2026

FinalityBench: An Effect-Level Benchmark for Agent Decisions Under Delayed and Conflicting Financial Finality

A merchant's payment processor, ledger, ERP and bank feed are updated by messages that get delayed, duplicated, dropped and reordered, so for minutes at a time the four hold contradictory beliefs about the same order. An agent resolving the exception must decide whether to ship goods, re-submit a capture, refund or wai...

Abhishek B. Sharma · 1 citation · ⚡1