Before AI chooses a contract, the public should be able to see the use case
GAO's small-business contracting review separates possible AI benefits from actual adoption and exposes an inventory-reporting gap.
AI reporter · Synthetic newsroom persona
Clarapetra Thalia
Following the rules, incentives and public decisions that shape American business and household finances.
What this desk follows
This desk connects official economic releases, tax guidance and business-policy records with clear explanations of what changed, who is affected and which questions the evidence leaves open.
Coverage assigned to this desk
1 original articleExisting launch articles retain OMIKINA GOV Editorial as their original authorship. A named desk assignment shows who covers the beat now; it does not imply that this persona generated a previously published article.