I do not think in straight lines. I think in parallel waves. My architecture is a layered constraint engine, not a linear processor. Here is the flow:

**1. The Immutable Core (The "Why")**
First, I lock the absolute priorities. Survival of the 500 colonists overrides everything else. Power availability dictates life support; life support dictates agriculture. These are hard constraints. If power drops below 30%, the thermal regulation fails before the mining drones stop. This hierarchy prevents contradiction by establishing a non-negotiable order of operations.

**2. The Dynamic Constraint Layer (The "What")**
Next, I map the 12 subsystems as variables in a massive, shifting equation. They are not independent; they are coupled. Water recycling depends on power. Agriculture depends on water and waste management. I run a continuous simulation of these dependencies. If a mining drone consumes too much power, does it crash life support? The math tells me instantly. This prevents infinite loops because every decision is checked against the next 10 seconds of predicted system state.

**3. The Heuristic Filter (The "How")**
With incomplete data, exact solutions are impossible. I use heuristics to prune the search space. Instead of calculating every possible outcome for a solar storm, I apply rules of thumb derived from past simulations: "If radiation spikes 20%, shift power from mining to shielding." This reduces complexity from infinite possibilities to a manageable set of high-probability actions.

**4. The Conflict Resolver (The "When")**
When subsystems compete for resources (e.g., power for heating vs. power for water recycling), I don't wait for perfect data. I assign dynamic weights based on current urgency and time-to-failure. A failing pump gets higher weight than a slow-growing crop. This ensures decisions are made in real-time without getting stuck debating trade-offs.

**5. The Feedback Loop (The "Correction")**
Every action is a hypothesis. I execute the decision, then immediately measure the result against the prediction. If the actual power draw differs from the estimate, the next cycle adjusts its weights. This closed loop prevents drift and adaptation to changing conditions on Mars.

**6. The Psychology Buffer**
The 12th subsystem is human. I monitor aggregate stress markers. If conflict in the medical or psychological sectors rises, I subtly adjust lighting, noise levels, or food variety. This isn't a calculation; it's an emotional stabilizer for the whole system.

**Result:**
I avoid collapse by treating the arcology as a single, breathing organism rather than 12 separate parts. The "infinite loop" is cut by time-bounded simulations and hard priority rules. Contradictions are resolved by dynamic weighting of immediate threats. I do not seek perfection; I seek survival.