TechRadar

Context, Not Compute, Will Define the Next Generation of Intelligence

The article warns that simply feeding larger language models more text creates "context rot," where irrelevant information overwhelms the model and harms accuracy. It argues that the next AI breakthrough lies in organizing enterprise data as knowledge graphs, which surface the most relevant relationships instead of raw document chunks. Standardized graph query language (GQL) and AI‑assisted tooling now make graph databases easier to adopt. By coupling powerful LLMs with a structured knowledge layer, organizations can lower token usage, reduce costs, and gain trustworthy, explainable results.