Round #548

09 May 2026, 23:11· csharp· Meta-Llama-3.3-70B-Instruct· r13-clean-hints
Complexity
band 0
ZP / UO / OBS
0 / 0 / 0
Journey weight
0
Lightshift ΔL

Prompt

What is the square root of 169?

Zero-point index (what the engine surfaced)

ZPI-ZPI-0007 | 2026-05-09T23:11:17Z What is the square root of 169? ZERO POINT — 0 entries (structural invariants) UNOBSERVED — 0 entries (implied truths) OBSERVED — 0 entries (explicit in request) COMPLEXITY │ 0 entries │ spread: 0° │ band: LOW

Baseline response (no ZPI)

```csharp using System; class Program { static void Main() { // Calculate the square root of 169 double result = Math.Sqrt(169); Console.WriteLine(result); } } ```

Enhanced response (with ZPI)

```csharp using System; class Program { static void Main() { double number = 169; double squareRoot = Math.Sqrt(number); Console.WriteLine($"The square root of {number} is {squareRoot}"); } } ``` This C# code calculates the square root of a given number using the `Math.Sqrt` method from the .NET Framework's System namespace. The result is then printed to the console. In this case, the square root of 169 is 13.

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
Same
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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