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Five Things That Mattered in Tech This Week

Agentic nesting, UAE access battles, ADNOC going global, weak models teaching strong ones, and a brain metric for LLMs.

Tempo:

Dario Keskin
· 3 min read

Welcome to the week in review. Five things that moved the needle — or at least moved the conversation.

**1. Agentic Nesting Is the Unglamorous Future of Enterprise AI**

A new methodology paper out of arXiv this week formalized what a lot of enterprise engineers have been quietly building for eighteen months: 'agentic nesting,' a pattern where AI agents wrap around existing business systems rather than replace them. No rip-and-replace. No multi-year ERP migration. Just agents calling the APIs t…