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cloud.google.com·7h ago
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Cloudflare Blog·12d ago·5 min read
Identify AI model overuse with User Insights
TL;DR
Cloudflare's AI Gateway User Insights introduces new categories for task, model, turn, and user, enabling teams to better understand AI usage and optimize model selection. This feature is available for free to AI Gateway users.
✦ Why It Matters
Start using AI Gateway User Insights today to optimize your AI model selection based on user engagement data.
Key Takeaways
- Utilize User Insights to categorize AI tasks and understand usage patterns.
- Identify overkill situations where high-capability models are unnecessary.
- Leverage the Auto Router to automate model selection based on task complexity.
- Analyze conversation turns to evaluate the efficiency of AI workflows.
How It Works
User Insights classifies AI traffic by analyzing conversation trajectories, identifying task types, and providing context for model usage. This classification helps teams understand whether the selected model is appropriate for the task at hand, allowing for better decision-making regarding model fit and cost.