Round #1005

19 May 2026, 10:21· math· Meta-Llama-3.3-70B-Instruct· r13-clean-hints
Complexity
band 0
ZP / UO / OBS
3 / 0 / 2
Journey weight
300
Lightshift ΔL

Prompt

Solve the system: 2x + 3y = 12 and x - y = 1.

Zero-point index (what the engine surfaced)

ZPI-ZPI-0002 | 2026-05-19T10:21:02Z Solve the system: 2x + 3y = 12 and x - y = 1. ZERO POINT — 3 entries (structural invariants) ● hsl(7.18, 100%, 50%) class [feature] ● hsl(0.00, 100%, 50%) public [feature] ● hsl(84.10, 100%, 50%) namespace [feature] UNOBSERVED — 0 entries (implied truths) OBSERVED — 2 entries (explicit in request) ◉ hsl(148.72, 100%, 22%) + [feature] ◉ hsl(175.38, 100%, 27%) = [feature] COMPLEXITY │ 5 entries │ spread: 27° │ band: LOW

Baseline response (no ZPI)

```csharp using System; class Program { static void Main() { // Given equations // 2x + 3y = 12 // x - y = 1 // Solve the second equation for x // x = y + 1 // Substitute x into the first equation // 2(y + 1) + 3y = 12 // Expand and simplify // 2y + 2 + 3y = 12 // 5y + 2 = 12 // Subtract 2 from both sides // 5y = 10 // Divide by 5 // y = 2 // Now that we have y, substitute it back into the equation x = y + 1 // x = 2 + 1 // x = 3 Console.WriteLine("x = 3, y = 2"); } } ```

Enhanced response (with ZPI)

To solve the system, we can use substitution or elimination. Let's use substitution. Rearrange the second equation to isolate x: x = 1 + y. Substitute this expression for x into the first equation: 2(1 + y) + 3y = 12. Expand and simplify: 2 + 2y + 3y = 12, which becomes 5y = 10. Solve for y: y = 2. Now substitute y back into the equation x = 1 + y: x = 1 + 2, so x = 3. Therefore, the solution to the system is x = 3 and y = 2.

Grader chain

Each grader reads the same baseline + enhanced pair and casts an independent verdict. Disagreement is the framework's own signal — not noise to be averaged away.

V1samba/Meta-Llama-3.3-70B-Instruct
Better
V4qwen2.5-coder-3b-instruct
Better
V5cerebras/qwen-3-235b-a22b-instruct-2507
Worse
V7qwen2.5-coder-7b-instruct
Same
V8openai/gpt-4.1
Worse
V9anthropic/claude-opus-4-7
Worse
V12openai/gpt-4o
Same

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