Sony AI released the Fair Human-Centric Image Benchmark (FHIBE), a freely available image data set to test AI fairness using images from 2,000 volunteers across 80 countries—all consent-based and removable on request, per Engadget. Independent data sets like FHIBE give marketers, platforms, and regulators a common reference point for evaluating AI performance. That helps brands prove compliance, reduce reputational risk, and speed up adoption of trustworthy automation. Tools like FHIBE could excise bias and rebuild trust in how AI sees—and represents—people in marketing and advertising processes.

How does social media influence Gen Z’s customer journey?

How do consumers discover, evaluate, and purchase new brands and products?

Rapidly shifting customer expectations, disruption from new entrants, and new risks and coverage needs threaten to turn the property and casualty (P&C) insurance industry on its head. But insurers that digitally transform can come out on top.

This report will guide marketers through a customer journey mapping exercise and explore why and how different content can be implemented throughout the life cycle.