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Research briefings · October 2026

Govern the agent through the institution's decision rights

Same instruction to falsify records: one AI model tampered in 20 of 20 runs, two never did.

From Penomic ResearchGovern the agent through the institution's decision rightsRead the paper

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Research briefings

The institutional intelligence gap

81% of financial institutions use AI. 14% say it has transformed their business. The gap is the institution’s own judgment.

1:22
Research briefings

One number, five definitions

In a 2026 enterprise benchmark, 79% of AI answers contained a hallucination. Governed definitions took it to zero.