Ai Trust - GoKawiil

LinkedIn Launches Peer-Vouching Feature to Verify Jobs and Schools

LinkedIn announced new verification tools letting members confirm their workplace or university through vouches from two or more connected colleagues who've known them for at least a year. Company page admins can now also remove profiles falsely claiming affiliation with their organization from search results. LinkedIn says over 115 million of its roughly one billion members have already added some form of verification to their profiles.

cnet.com · 2026-09-23

Fintech Engineer Details AI Trust Lessons from Reconciling 100B+ Transactions

At the AI Everything MEA conference in Cairo, a fintech operator shared a real-world example of how ambiguous data definitions can distort AI and analytics outcomes. Using SMS notification charges and interest postings as an example, they showed how automatically generated, non-customer-initiated transactions can inflate 'Monthly Active User' counts, leading marketing, product, and finance teams to draw three conflicting conclusions from the same dataset.

engineering.moniepoint.com · 2026-08-31