Cloudflare's Attribution Business Insights provides a dashboard to analyze AI crawler activity. It presents data on crawl-to-referral ratios, bot bandwidth usage, and crawler efficacy. This helps understand the impact of automated traffic.
Key points
• Reports crawl-to-referral ratios for website traffic.
• Monitors bandwidth consumed by bots.
• Identifies if crawlers contribute to reader engagement.
Sources
- Attribution Business Insights - Cloudflare product features and capabilities.
AI Image Models - Physics-First Un-0
Unconventional AI introduced Un-0, a physics-first image model. This model utilizes simulated coupled oscillators to generate images. It demonstrates a novel approach to image generation.
Key points
• Employs a physics-first method for image generation.
• Uses simulated coupled oscillators as its core mechanism.
• Achieves an FID of 6.74 on class-conditional ImageNet 64x64.
• Provides open weights, training code, and checkpoints for researchers.
Implementation
- Access Model Weights: Download the pre-trained model weights.
- Review Training Code: Examine the provided training scripts.
- Utilize Checkpoints: Load checkpoints for further development or inference.
Sources
- Un-0 Model Page - Technical details and model access.
