Inside Meta: Four Years on the Frontlines of LLMs and Security

This article offers a firsthand account of working on large language models and security infrastructure at Meta between 2022 and 2026. The author shares insights into the technical challenges, organizational dynamics, and evolving safeguards required to deploy AI at massive scale. It provides a rare window into how one of tech’s largest companies balances rapid innovation with protective security measures.