newsReddit r/artificialTrust 52 · CommunityPublished 1mo agoLive · 1mo ago
The biggest surprise while building an AI verification system wasn't the AI.
Over the past few weeks, I've been building a prototype that checks AI-generated financial claims against source documents. I expected the hardest part to be the language model. It wasn't. The hardest part has been defining what "correct" actually means. For example, imagine two documents in the same credit package: A covenant certificate reports EBITDA as $12.4M The management accounts report $11.9M Nei
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Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 54%Theoria: Rewrite-Acceptability Verification over Informal Reasoning States →
- PossiblePossibly related (embedding) · 48%LLM-Based Examination of Eligibility Criteria from Securities Prospectuses at the German Central Bank →
- PossiblePossibly related (embedding) · 46%wonglaitung/fortune →
- PossiblePossibly related (embedding) · 49%zoharbabin/due-diligence-agents →
- PossiblePossibly related (embedding) · 50%Roxanne_Ardary/statutemind →
- PossiblePossibly related (embedding) · 48%sebastienrousseau/bankstatementparser →
- PossiblePossibly related (embedding) · 53%johnsonhk88/AI-Bank-Statement-Document-Automation-By-LLM-And-Personal-Finanical-Analysis-Prediction →
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reposebastienrousseau/bankstatementparserrepowonglaitung/fortunepaperLLM-Based Examination of Eligibility Criteria from Securities Prospectuses at the German Central Bankrepojohnsonhk88/AI-Bank-Statement-Document-Automation-By-LLM-And-Personal-Finanical-Analysis-PredictionrepoRoxanne_Ardary/statutemindpaperTheoria: Rewrite-Acceptability Verification over Informal Reasoning Statesrepozoharbabin/due-diligence-agents