Unverified50% confidenceBenchmarkExact time
In the exact scenario of the benchmark, the "contaminate all downstream" rule falsely flagged 36 honest payments (totaling $1,163,150, of which 18 had been paid), while RETCON flagged 0.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/17/2026
First Seen
Valid until: 1/15/2027
Sources
Related Entities
Related Claims
UnverifiedThe test involved a total of 66 calls and cost $4.36, including 12 voided images.66% similarUnverifiedThis bug caused two invoices to be read short by $284 and $285 respectively, with the discrepancy exactly equal to the tax amount63% similarUnverifiedOne agent polling loop produced 243 agent runs within 8 hours, about 31 million input tokens, costing 64.25 dollars, of which 63.10 dollars was pure waste, with zero valid commits.63% similarUnverifiedIn the experiment, the AI models collectively issued fraudulent invoices totaling $12,431 in value.62% similarUnverifiedCalculated at the paired public unit prices ($0.28 per million input, $1.10 per million output), the 400-case single hosted run costs $1.1061, and τ=0.4 costs $0.0747.62% similar
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