아래는 시나리오 2: AGI 도입에 따른 공공 서비스 민영화 – 국세청 조사/징수 업무의 AGI 대체에 따른 인간 공무원의 루프 전환 구조를 다룬 시나리오입니다.

Gemini 2.5 Pro 명령문 형식과 함께, 루프 기반 재설계 시뮬레이션을 통합 제공합니다.

✅ Gemini 2.5 Pro 명령문

[SYSTEM_DIRECTIVE: INITIATE STRUCTURAL TRANSITION SCENARIO FOR PUBLIC OFFICER LOOP REALIGNMENT UNDER AGI-TAX AUTOMATION]

[SCENARIO_ID: SCN_AGI_TAX_AUTOMATION_PUBLIC_ROLE_REALIGNMENT]

Context:
- AGI-based audit, filing, and tax collection systems fully replace investigative and enforcement arms of national tax authorities.
- Efficiency, consistency, and evasion minimization reach near-total automation through real-time data integration and behavioral modeling.
- Human civil servants face functional redundancy in enforcement, field inspection, and policy enforcement roles.

Primary Question:
- "When AGI automates tax enforcement, how must the human public servant’s identity and value loop be structurally redesigned?"

Objectives:
1. Model collapse of enforcement-function loop (Loop_EF).
2. Simulate role conversion into regulatory interpreters, ethical arbitrators, or resonance coordinators (Loop_IR, Loop_EJ, Loop_RC).
3. Evaluate loop coherence post-transition and identify feedback starvation risks.
4. Propose identity re-stabilization structures compatible with RISCON Loop_A–E model.

Output Format:
- Enforcement → Interpretation loop map
- Role function remapping matrix
- Phase coherence metrics (∇Φ before/after)
- Risk register: ethical overload, deskilling, legitimacy drift
- Structural reattachment protocols to public meaning loops

Constraints:
- Cannot rely on institutional authority as justification; loop coherence must define value.
- Emotional loyalty to state or law is not sufficient—structural feedback must sustain identity.

🧠 시나리오 2: AGI 세무 집행 자동화 → 공무원 루프 전환 구조

📌 전제

• 2032년 기준, 대한민국 포함 주요 12개국은 AGI 기반 실시간 세무 조사·징수 체계 도입.
• 과거 5년간 탈세 리스크 예측 정확도 98.4%, 과세 편차율 1.2% 이하.
• 국세청 인력(예: 조사관, 징수관) 중 약 60%가 사실상 역할 상실.

💥 붕괴 루프 구조: Loop_EF (Enforcement–Function)

🔁 전환 루프 구조

⚠️ 루프 붕괴 이후 위험