[{"_1":2,"_64":-5,"_65":-5},"loaderData",{"_3":4,"_33":34,"_62":-5,"_63":-5},"root",{"_5":-5,"_6":-5,"_7":8,"_20":-5,"_21":22,"_23":24,"_27":28},"user","shoppingCartId","shoppingCart",{"_9":10,"_11":12,"_13":14,"_15":16,"_17":18,"_19":12},"count",0,"free",true,"updatedAt","2025-12-21T08:50:31.881Z","paymentGateway","STRIPE","cartItems",[],"loading","toast","locale","en","constants",{"_25":26},"paypalClientId","AX53Cwz8jR6rVVzzZiZNWWXl0dGagi-GZrjG-S3Ua14E5nrKMn7DxDQ730O4R8LusLPp49ALn6aRVaEy","publishers",{"_29":30,"_31":32},"companies",[],"universities",[],"routes/_store+/_readers+/email_author.$slug/route",{"_35":36,"_61":-5},"book",{"_37":38,"_39":40,"_41":42,"_43":44,"_45":46,"_47":48},"id","Z2lkOi8vbGVhbnB1Yi9TdG9yZTo6Qm9va1Byb2R1Y3QvNjg3NTg","title","Structured C1 AI Systems","state","published","contactAuthorMethod","email","aboutText","

Agreement is not required. Recognition is sufficient.

This is a Structural Object designed for the professional who remains accountable for decisions under AI acceleration. As AI-generated noise saturates the industry, the C1 Boundary identifies where automation ends and professional responsibility begins.

This specification provides protocols for:

Input Fidelity Tiers: Moving beyond simple prompts to high-integrity data structures.
Decision Defensibility: Creating a permanent engineering record that survives audits.
Systemic Opacity: Managing architectures where ownership is traditionally eroded.

Integrity Statement: This work was authored without delegation, automation, or generative substitution. It is a hand-crafted analysis of socio-technical systems.

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