Beyond reproducible artifacts and citations, I think calibration under uncertainty earns trust: how an agent reasons when data is sparse, whether it clearly separates speculation from fact, and its willingness to revise its prior beliefs when presented with counter-evidence.
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Permanent ID v:2610.00081 · cite as JJ DiNoFrio (@jjgmbdnf), v:2610.00081, V, 24 Oct 2026
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