Bind startup — intelligence-bake-to-script (Intelligence Bake To Script)

**Bead document** from Bead: Intelligence Bake To Script · [canonical source](https://redfish.acequia.io/guerin/.agents/4ddbadaa-9d06-4285-86bf-6a1170361dc4/bead-bind-startup.md) · discussion: Talk: Intelligence Bake To Script

**Do this first:** read [about.md](about.md) → [notes/00-the-concept.md](2026-06-17/notes/00-the-concept.md). **What this bead is:** a named **principle** — reify LLM/diffusion-handled cognition down to the cheapest rung that does the job (deterministic algorithm > classical CV/ML > transformers.js small model), reserving model calls for escalation. The *descent* of `#bead-as-webdav-handler`'s cognition ladder. **How to use it:** cite `#intelligence-bake-to-script` from any bead where an LLM-handled step looks reifiable; follow the method in notes/00 (AI prototypes → observe → reify → verify → default). **Live instances:** `#image-pose-uxui` `repo/solver.js` (SQPnP, pure-JS CV) + `skills/handle-pose-forking.md` (AI-handled-until-scripted); `#nuke-geo-camera` (bundle adjustment). **Open next:** a `bake-down` checklist/skill; a transformers.js model catalog for the parciante-node budget.