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GPT‑5.6 systems studio

Build a living system, then try to break it.

Causal Forge combines visible world dynamics, autonomous goal pursuit, and artifact export. Every agent has a bounded role. Every handoff leaves a trace.

Live: GPT‑5.6 blueprint Local: simulation + failure drills Private: prompts are not stored

Starter world ready. Forge a custom system or run this one now.

Living world

Circular Microfactory

A tiny factory that treats every handoff as an inspectable promise.

Success signal One accepted product leaves with a material passport and a measured recovery loop.
Tick 000

Bounded autonomy

Five jobs. No mystery worker.

Each agent owns one lane, one output, and a visible status.

Artifact, not theater

Inspect the trace. Keep the system.

The export contains the blueprint, current outcome, model receipt, and safety boundary.

Causal ledger

What changed, and why

    Local starter blueprint

    Proof gates

    Milestones
      Evidence rules
        Patterns absorbed

        MiniTown causality · VibeCAD artifacts · Factorio autonomy · eclipse simulation · fluid audiovisual feedback

        Read the evidence-aware showcase