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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

A benchmark whose fault process is explicit and replayable, decompose each episode's realised delivery schedule into named, individually repairable messages, and intervene on both the agent's choices and the infrastructure's and evaluates deterministic programmatic policies rather than language-model agents.

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 · 2 citations

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