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I benchmarked my deterministic AI financial verification engine. The core passed 66/66, but the live LLM pipeline only passed 19/66.

This story is from 2026-08-21. It is preserved in the archive; the latest stories are on the live feed.

I've been building a deterministic verification engine for AI-generated financial claims. The basic idea is simple: An LLM can generate a financial answer, but the LLM itself should not be allowed to decide that its answer is "verified." Instead: LLM generates a claim ↓ Structured claim ↓ Evidence…

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Timeline · 2 reports

  1. 2026-08-21 10:18 · r/ArtificialInteligence
    I benchmarked my deterministic AI financial verification engine. The core passed 66/66, but the live LLM pipeline only passed 19/66.
  2. 2026-08-21 10:17 · r/artificial
    I benchmarked my deterministic AI financial verification engine. The core passed 66/66, but the live LLM pipeline only passed 19/66.

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