Technology ROI Archives

In marketing budget reviews and brand planning discussions, virtual influencers are often justified on economic grounds. Compared to human creators, they appear more predictable, easier to reuse, and less exposed…

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Go Deeper

4 min

Organizations & Operations

When AI Adoption Stops Making Sense: Where the ROI Breaks Down

December 19, 2025

AI adoption is often framed as a one-way curve: more capability leads to more value, and falling behind is not an option. This framing shows up frequently in boardrooms, product…

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Go Deeper

4 min

Business & Markets

AI’s Capex Surge: Supercycle or Bubble?

December 1, 2025

Capital spending on AI infrastructure has accelerated faster than almost any recent technology wave. Microsoft, Alphabet, Meta, and Amazon — the four largest drivers of AI infrastructure investment — are now…

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Technology ROI

When Virtual Influencers Stop Being Cheaper Than Humans

When AI Adoption Stops Making Sense: Where the ROI Breaks Down

AI’s Capex Surge: Supercycle or Bubble?

Invisible Work: The Labor AI Systems Don’t Eliminate

The Rise of Human Fallback Labor in AI-Driven Work

What Audiences Are Actually Trusting When They Follow a Virtual Influencer

Why Platforms Quietly Govern Virtual Influencers Differently

The Human Work Required to Run a “Synthetic” Influencer

What Virtual Influencers Actually Are — And Why They Exist

Why Global Investors Are Looking to Chinese AI as U.S. Tech Valuations Stretch

What Hyundai’s CES 2026 AI Robotics Reveal Signals About the Shift From Robot Demos to Real Deployment

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