Most RAG systems don’t understand sophisticated documents — they shred them

Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 characters). This works for prose, but it destroys the logic of technical ...
Nature

This AI has chemical expertise — and helps synthesize 35 new compounds

It uses a system called simplified molecular-input line-entry system (SMILES). This translates chemical 3D structures into ...
Microsoft

Turning threat reports into detection insights with AI

Security teams often spend days manually turning long incident reports and threat writeups into actionable detections by ...