#search
4 articles exploring search. Expert insights and analysis from our editorial team.
Articles
Claude's Web Search Changes Everything for AI Research
Anthropic's web search integration removes the static knowledge ceiling from Claude, enabling real-time retrieval directly inside the reasoning loop—with verifiable citations, domain filtering, and a new dynamic filtering layer that cuts token use by 24% while improving accuracy by 11%.
Google's AI Overviews Can Scam You: Here's How to Stay Safe
Google's AI-generated search summaries are being exploited by scammers to surface malicious content directly in search results. Learn how these scams work and the protective measures you can take.
Vector Search at Scale: Architectures That Handle Billions of Embeddings
Vector search at scale requires distributed architectures, approximate nearest neighbor algorithms like HNSW and IVF, and intelligent sharding strategies. Leading implementations can query billions of embeddings in milliseconds with 95%+ recall.
Perplexity API: Adding Real-Time Search to Your Apps in Minutes
A comprehensive guide to implementing Perplexity's Search API, featuring pricing, code examples, use cases, and comparisons with alternatives.