3 articles tagged with #web-scraping. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.
A new AI tool has emerged that claims to bypass Cloudflare protection systems and scrape DeFi websites without triggering bot detection mechanisms. This development poses significant security risks for DeFi platforms that rely on Cloudflare for protection against automated attacks and data harvesting.
Researchers introduce ScrapeGraphAI-100k, a large-scale dataset of 93,695 real-world schema-constrained extraction events collected from production use. The dataset addresses a critical gap in AI training by pairing actual web content with JSON schemas, prompts, and LLM responses, enabling better evaluation and training of models for structured data extraction tasks.
Researchers investigate whether using a single HTML-to-text extractor for web-scale LLM pretraining datasets leads to suboptimal data utilization. The study reveals that different extractors can result in substantially different pages surviving filtering pipelines, despite similar model performance on standard language tasks.
