What shipped
The system, beat by beat. Newest first.
autopoet.app live
The front door: the paper, full documentation, and the living graph.
The nervous system validated
The learning layer, proven end to end on deterministic seeds and production paths — no gradients, no GPU.
- Hebbian plasticity on the workspace graph: next-access prediction 0.783 vs 0.757 baseline; recovery after drift in 500 events vs 622.
- Surprise-gated cognition: quality 1.000 at 1.3% of always-model cost; attention spikes 4.7× at regime switches and self-quenches.
- The economy: 0.970 on the canonical benchmark from outcome-only credit; two layers invent a communication protocol under a 2-bit channel (0.947).
- The gym: 8,076 events through real parse, hook, and event-dispatch paths — 100% effect settlement, p50 3µs.
The constitution live
Autopoiesis v2 — the immune system, shipped and running in production.
- Ceiling-in-index with intersection-down effective grants, re-resolved every agent turn.
- The human-gated structural triad: grant, ceiling, management.
- Management postures — managed, proposed, frozen — per agent and per subtree.
- Leases: scoped, expiring, non-delegable capability grants.
- Eval-in-scratch with parse, purity, and authority gates.
- Typed self-edit requests with the injection firewall.
- The knowledge log, the access panel, plans and handoffs, and the heartbeat worker itself.
First beat
The autopoet takes its first heartbeat on a production workspace: senses two telemetry concerns and a filed request, proposes, evaluates in scratch, escalates the grant change to a human, merges the rest, and writes four lessons. The loop closes.