Companies change: people leave, products die, mergers happen. This post shows how to build point-in-time knowledge graphs over any company from news alone, using NOSIBLE World, which covers 38 thousand tickers, 3.2 million organizations and 6.4 million people. Named entity recognition supplies the nodes, lift-scored co-mention supplies the links, and the document date keeps every yearly view safe to backtest.
2026-07-168 min read
Can Faceted Search at Web-Scale Self Organize? As it turns out, yes it can! In this post we outline our new and improved adaptive named entity tagging system!
2025-10-167 min read
Cybernaut-1 combines our powerful hybrid-3 search algorithm with LLM-guided Monte Carlo Tree Search to deliver world class search results on difficult queries.
2025-08-262 min read
AI needs its own search engine. This is how we’re rebuilding search for AI -- and the road to Cybernaut-1, the first high-trust agentic search engine.
2025-08-2017 min read
How we use vector search to extract investment signals from a multi-terabyte company news dataset that currently contains over 55 million embeddings, 150+ million sentences, 4+ billion words, and 5+ billion GPT tokens.
2024-01-2121 min read
