Technology

programmatic world models

1 synchronized story carry this tag.

Tycho turns agent assumptions into executable hypotheses

Tycho records observations and actions, lets an agent construct a programmatic world model, tests it against observed transitions and decides when to repair or bypass it. The public repository includes prompts, planners, tests, sandboxing and replay tools.

Why it matters: Agents can reason more reliably in unfamiliar environments when assumptions become inspectable programs that can fail tests instead of remaining hidden in prose.

Read storyOriginal source · arxiv.org