AI Systems Architecture & Feedback Loop Simulator

1. System Architecture Active Preset

Cognitive Architecture Preset

Archetype: Shifting the Burden AI through-put provides an immediate symptomatic fix to throughput bottlenecks, gradually atrophying internal human cognitive capacity and delaying fundamental problem-solving.

2. Meadows Leverage Ladder

Intervention Level

AI Throughput Multiplier 2.5x

Cognitive Decay Rate 0.15

Operational Alignment Purity 60%

Active Feedback Polarities

R2 (AI Dependence): Reinforcing (+) Throughput

B1 (Human Expertise): Balancing (-) Capability

B2 (Reality Verification): Balancing (-) Error Latency

Step: 0 State: Synchronized

Direct manipulation: Drag nodes to rearrange • Click node to inspect polarity

System Diagnostics Level 6

Burden Shift Detected

Accelerated AI throughput masks collapsing organic domain capability after step 18

Dominant Loop R2 (AI Dependence)

Leverage Efficiency Medium (38% drift reduction)

AI Synthetic Velocity 2.50x

Human Organic Capacity 100.0%

Cognitive Debt Ratio 0.00

Operational Goal Divergence 0.0%

Phase Dynamics: AI vs Human Step 0

Architecture Blueprint Export

{"status":"ready","blueprint":"shifting_the_burden"}