Bootstrapping Your Intelligence Stack

Smart businesses are realizing they don’t have to blow their budgets on frontier AI. At least, that’s the conclusion of a recent article in the Wall Street Journal. Models come in different levels of cleverness, and the “smartest” cost more. But not all tasks require the highest level of intelligence. A mix of models will give you the biggest bang for your buck, at the expense of upfront architecture. The Journal cited an excellent example: Cursor recently ran an experiment to evaluate the cost of building a web browser from scratch. Doing the entire task on OpenAI’s GPT-5.5 cost a little more than $10,000. Using Cursor’s Composer coding model in combination with Anthropic’s Opus 4.8, cost $1,339. The focus here is cost, but that’s not the only concern. The most intelligent models — those offered by frontier labs such as Anthropic and OpenAI — are closed and proprietary. That has implications for your business. For one, you risk becoming dependent on others for critical cognitive…