4 sources healthy · latest episode 9 Nov 2026
descriptive claim

The company uses fast LLM-based verification to analyze every tool action that writes to its database.

Aman Singh · Using Agents for Long-Horizon Financial Work — Aman Singh, Arca · 31 Oct 2026

In their words

The transcript segments this claim was taken from

“... um, it will execute it. We also, with every time a tool is called that writes data, we have, um, uh, LLM-based verification running on, uh, on that action, um, these, like, fast, uh, LLM calls that, that analyze every single write to our database.”
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