This document compares Knowledge Discovery features from 10.x through 24.x, expanding on multimodal analytics, AI accelerators, enterprise GenAI support, Search Abstractor API, vector processing, Discover UI, Teams and Exchange bot integration, multimodal search, advanced speech-to-text, new connectors, media analytics, video recording, sentiment analysis, OCR, speaker identification, conceptual search, clustering, and document security. Version 24.x introduces enhanced LLM integration, advanced pipelines, and expanded real-time media analysis. The chart emphasizes platform extensibility, modernized AI search, and cross-modal intelligence improvements.

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