When Trust Replaced Trustworthiness

Every few weeks the release notes arrive: a larger context window, a higher benchmark, a new frontier model, an open-weights competitor that runs on a laptop, a "best-of" roundup that is obsolete before the month turns. Alongside them, quieter and less celebrated, arrive the vulnerability trackers — the jailbreaks, the prompt injections, the leaked training data, the model that confidently invents a citation. The two streams run in parallel and rarely touch. The launches accelerate; the safety questions they raise stay open. This is the topic of the week: the widening gap between how many models we ship and how much any of them can be trusted.