Summary
Nick Saraev lays out a practical framework for getting through the next two years of rapid AI progress, organized around three horizons of risk: short-term security, mid-term jobs and income, and long-term beliefs and identity.
On security, he points to rising cybersecurity threats from increasingly capable AI agents and cites a reported attack on grocery refrigeration systems in France. His preparedness checklist covers two weeks of food and water, a month of cash on hand, a first aid kit, a local large language model with an offline copy of Wikipedia, and multi-factor authentication that goes beyond SMS codes.
For careers, Saraev recommends building a personal eval: a standard set of ten to fifteen of your own daily tasks that you run against every new model release. He says his own suite went from under 10 percent to over 50 percent completion in three months, and argues you can’t rely on secondhand opinions about what AI can do. He also contends that as AI makes labor cheaper, owning assets such as real estate, compute, and a business matters more than depending on a paycheck. He notes this is not financial advice.
📺 Source: Nick Saraev · Published October 15, 2026
🏷️ Format: Opinion Editorial
