ai provenance
Why AI provenance matters for Pacific-aid bid managers
The US GAO dismissed 20+ AI-assisted bid protests in 2025 for hallucinated citations. Here's what that means for engineering firms bidding into Pacific donor-funded infrastructure work, and how citation-anchored AI changes the calculus.
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