An Architecture for Long-Horizon Agents: Levels, Ticks and Cascaded Intelligence.

arXiv:2609.19519v1 Announce Type: new Abstract: Language-model agents are increasingly asked to carry out work spanning days or weeks, such as an operations remediation or a research programme. Such a task outlives any context window, any process and any inter