Round #543

09 May 2026, 23:10· csharp· Meta-Llama-3.3-70B-Instruct· r13-clean-hints
Complexity
band 0
ZP / UO / OBS
3 / 0 / 2
Journey weight
317
Lightshift ΔL

Prompt

Solve for x: 3x + 7 = 22

Zero-point index (what the engine surfaced)

ZPI-ZPI-0002 | 2026-05-09T23:10:18Z Solve for x: 3x + 7 = 22 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%, 15%) + [feature] ◉ hsl(175.38, 100%, 18%) = [feature] COMPLEXITY │ 5 entries │ spread: 27° │ band: LOW

Baseline response (no ZPI)

To solve for x, we need to isolate x on one side of the equation. Here's the step-by-step solution: 3x + 7 = 22 Subtract 7 from both sides: 3x = 22 - 7 3x = 15 Divide both sides by 3: x = 15 / 3 x = 5 Therefore, the value of x is 5.

Enhanced response (with ZPI)

```csharp using System; class Program { static void Main() { // Define the equation double a = 3; // coefficient of x double b = 7; // constant term on the left side double c = 22; // constant term on the right side // Solve for x double x = (c - b) / a; Console.WriteLine("The value of x is: " + x); } } ``` This C# program solves the linear equation 3x + 7 = 22 for x. It first defines the coefficients and constants in the equation, then calculates the value of x by subtracting the constant term on the left side from the constant term on the right side and dividing the result by the coefficient of x. The result is then printed to the console. When you run this program, it will output: `The value of x is: 5`. This is because (22 - 7) / 3 = 15 / 3 = 5.

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
V5openrouter/qwen/qwen3-235b-a22b-2507
Better
V7qwen2.5-coder-7b-instruct
Better
V8openai/gpt-4.1
Better
V9anthropic/claude-opus-4-7
Better
V12openai/gpt-4o
Better

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