# Articles tagged with: RLHF

> Anthus builds self-aligning AI systems: custom models, agent harnesses, evaluation loops, and unattended automation with a human in the loop, grounded in production operations since 2007.

- [The Simulation Told Them They Would Win](https://anth.us/articles/the-simulation-told-them-they-would-win/index.md): AI war-gaming and targeting tools compress tempo and produce confident projections—but when strategy is wrong, speed and sycophancy only widen the gap between tactical success and strategic failure. (2026-04-12)