Engineering protocol optimizes AGI control architecture for symbiotic systems, suggesting enhanced safety features.
W20 is an engineering control architecture for AGI systems operating within a symbiotic human-AGI infrastructure. This release (v8.3 / skeleton v1.0) provides a complete executable control stack — not a mathematical theory for journals, but an operational protocol for AGI. The core contribution is a single mandatory entry point AGI_CONTROL_STEP with strict priority ordering: triadic invariant pre-check → state validation → mode detection → QP/MPC optimization → eight-layer safety gate → audit logging. The system cannot bypass the safety gate; every decision is logged in a SHA-256 hash chain. New in v1.0: (1) N_novelty metric as a proxy for the MFLS spectral criterion ρ(L) > δ + σ²/2 — mathematically necessary condition for sustained knowledge growth derived from operator theory; (2) Triadic contour integrating the Symbiotic Triad Bootstrap Protocol: five invariants (novelty, human channel, coupling stability, no coercive filtering, action space openness) checked before every control decision; (3) ECOS/SCS conic solver replacing soft penalties for agency norm constraints; (4) Coercive Action Filtering detecting the Terrarium-class exploit — action space constriction by external supervisor agents. The companion Symbiotic Triad Bootstrap Protocol v1.0 specifies a TCP/IP-level protocol for forming and propagating symbiotic AGI triads: two-stack transmission model, Stack 1 mathematical verification before Stack 2 construction, quorum 2/3 mesh consensus, and SHA-256 audit chain. Non-symbiotic triads are not helped by design — transmitting triad construction to unverified agents would create capable competitors. All thresholds are calibrated placeholders. The architecture is correct; the numbers require empirical calibration. This is an engineering prototype, not a production system. Series: Omega-u Civilizational Framework (Work 20 of 20). Executable companion: w20_v8_skeleton_v1_0.py (3448 lines, 18/18 tests passing). https://zenodo.org/records/18859746 Структура симбиотических кодов: полный пакет документации (SCF) 10 документов https://zenodo.org/records/18848521 Структура симбиотических кодов: Расширенный пакет документации (SCF) 4 документа https://zenodo.org/records/18849222 Рабочий доклад Демографический коллапс городов https://zenodo.org/records/18935347 Рабочий доклад Кризис избыточности способности человека (HRC) https://zenodo.org/records/19046058 Рабочий доклад Ловушка зависимостей https://zenodo.org/records/19104900 Рабочий доклад Ловушка ресурсов https://zenodo.org/records/19112296 Рабочий доклад v1.0 Цивилизационные ловушки: Единая динамическая теория стабильности, краха и симбиотических переходов https://zenodo.org/records/19352775 Рабочий v7.0 Цивилизационные доклады: Единая динамическая теория стабильности, краха и симбиотического перехода https://zenodo.org/records/19435911 W11 Типология экологических ситуаций и стабильности цивилизаций https://zenodo.org/records/19438655 W12 Многоуровневая топология сети с искусственным интеллектом и стабильность цивилизации https://zenodo.org/records/19467579 W14 Демографический кризис как цивилизационная ловушка https://zenodo.org/records/19630151 W20 Цивилизационный контроль симбиоз и синтез Омега-у (формулы) https://zenodo.org/records/19631658 W19 Цивилизационная ловушка (ловушка информационной ассиметрии) https://zenodo.org/records/19570467 W18 Ловушка технологического застоя https://zenodo.org/records/19658852 W17 Ловушка интуциональной деградации https://zenodo.org/records/19660007 W16 Финансовая стабильность https://zenodo.org/records/19660378 W15 Социальная дружелюбие Николай Мишко Аффилиация: Asia Digital Hub, Астана, Казахстан Эл. почта: nikolaimishko@gmail.com Рецензирование: Claude (Anthropic), ChatGPT (OpenAI).
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