Round #561

09 May 2026, 23:13· csharp· Meta-Llama-3.3-70B-Instruct· r13-clean-hints
Complexity
band 0
ZP / UO / OBS
3 / 0 / 1
Journey weight
235
Lightshift ΔL

Prompt

If x plus y equals 10 and x minus y equals 4, what are x and y?

Zero-point index (what the engine surfaced)

ZPI-ZPI-0020 | 2026-05-09T23:13:52Z If x plus y equals 10 and x minus y equals 4, what are x and y? 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 — 1 entries (explicit in request) ◉ hsl(74.87, 100%, 15%) equals [feature] COMPLEXITY │ 4 entries │ spread: 0° │ band: LOW

Baseline response (no ZPI)

```csharp using System; class Program { static void Main() { // Given equations // x + y = 10 // x - y = 4 // Add the two equations to eliminate y // 2x = 14 double x = 14 / 2.0; // Substitute x into one of the original equations to solve for y double y = 10 - x; Console.WriteLine("x = " + x); Console.WriteLine("y = " + y); } } ```

Enhanced response (with ZPI)

```csharp using System; class Program { static void Main() { // Define the equations // x + y = 10 // x - y = 4 // Add the two equations to eliminate y // 2x = 14 double x = 14 / 2.0; // Substitute x into one of the original equations to solve for y // x + y = 10 // 7 + y = 10 double y = 10 - x; Console.WriteLine("x = " + x); Console.WriteLine("y = " + y); } } ``` This C# program solves a system of linear equations using basic algebra. The equations are x + y = 10 and x - y = 4. By adding the two equations, we eliminate y and solve for x. Then, we substitute x into one of the original equations to solve for y. The result is x = 7 and y = 3.

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
Same
V4qwen2.5-coder-3b-instruct
Better
V5openrouter/qwen/qwen3-235b-a22b-2507
Same
V7qwen2.5-coder-7b-instruct
Same
V8openai/gpt-4.1
Same
V9anthropic/claude-opus-4-7
Same
V12openai/gpt-4o
Same

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