Changelog

Reasoner’s Core Engine now delivers responses up to 50% faster with our new dynamic answer detection system, automatically identifying the optimal response format for each query.

• We’ve reduced response times from 20 seconds to under 10 seconds for most queries on large, unstructured text
• Automatic answer format detection tailors responses to match exactly what you’re asking
• Simplified query processing pipeline removes unnecessary complexity for faster execution
• Enhanced citation accuracy with original filenames instead of internal IDs improves traceability

Whether building customer-facing applications or internal knowledge tools, this speed improvement transforms the user experience while maintaining industry-leading traceability.