Autotelic Routing Engine01
Per-request tier selection choosing the cheapest tier whose success possibility clears a confidence floor, converting model choice into an explainable, budget-paced decision.
route every request to the cheapest tier that can answer it.
The Autotelic Routing Engine is a relational, possibility-calibrated LLM router. For every request it builds a small hypergraph of task features and routes to the cheapest model tier whose possibility of success clears a confidence floor, turning model selection into an explainable, budget-paced decision.
Pick a task and drag the cost sensitivity. The engine routes to the cheapest tier whose calibrated reward survives the cost penalty.
Per-request tier selection choosing the cheapest tier whose success possibility clears a confidence floor, converting model choice into an explainable, budget-paced decision.
Decisions carry a possibility-necessity band (Π, N) instead of a brittle point estimate, so escalation triggers on the conservative bound.
Each request is a small hypergraph of interacting task features; hyperedge structure feeds the router and is monitored as node-density telemetry.
MMD kernel two-sample statistics and KL divergence watch production against baselines, firing autotelic fallback before quality degrades.
Payloads are disaggregated across node borders via secret-sharing so no external endpoint holds a complete prompt; toggleable per request.
Tier arbitrage tracked as a live cost spread; traffic steering toward low-carbon grids surfaces in a persistent ENV_IMPACT meter.
Each deck instruments a live subsystem with production-accurate formulas and cited literature. Console access is subscription gated.
External researchers collaborate on routing decisions: threaded rooms, a brainstorm board with authorship retained, verified feedback (a second reviewer checks each judgement), and adversarial review. Access is gated by a mutual, two-way NDA that protects your IP.
Reference implementations, the open-source NOC console (ultramassive-noc-lite), the Autotelic Router SDK, and the floating-node-graph ES module, ahead of general availability.