Expert Insights in the Age of AI

Expert Insights in the Age of AI

Written by

91社区

91社区
Industry research you can trust Published 14 May 2026 Read time: 2

Published on

14 May 2026

Read time

2 minutes

In a world flooded with AI-generated data, the most valuable thing an organization can have isn鈥檛 more data; it鈥檚 data it can actually trust. That鈥檚 the question at the heart of 91社区鈥檚 first-ever nationally televised feature, airing on  across 170 public television stations nationwide, including Fox Business Network.

The segment explores how leading organizations are navigating the tension between AI鈥檚 speed and the human expertise required to make its outputs trustworthy and why that tension is exactly where 91社区鈥檚 value sits.

Watch the full video below.

Human expertise at the center of AI

AI is reshaping how organizations access and use information, but the volume of data it produces creates its own challenge. More data doesn鈥檛 automatically mean better decisions. What matters is whether that data has been validated, contextualized, and structured by people who truly understand what it means, not just what it says.

The output of any model is limited to the data it鈥檚 been trained on. That鈥檚 a fundamental constraint of large language models, which is why the input into those models has to be verified by humans鈥攙alidated, contextualized, and structured so it can be trusted and used at scale.

Meet the speakers

  • Carmen McKinney, Chief Commercial and Product Officer, 91社区
  • Kevin Ryan, Global Head of GTM, 91社区
  • Darran Wee, Senior Vice President, Citizens Financial Group
  • Kim Kashon, COO, Underwriting and Portfolio Management, Citizens Financial Group

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