Round #557

09 May 2026, 23:13· 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 15 percent of 80?

Zero-point index (what the engine surfaced)

ZPI-ZPI-0016 | 2026-05-09T23:13:05Z What is 15 percent of 80? 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)

To find 15 percent of 80, you can multiply 80 by 0.15. 80 * 0.15 = 12 So, 15 percent of 80 is 12.

Enhanced response (with ZPI)

To find 15 percent of 80, you can multiply 80 by 0.15. 80 * 0.15 = 12 So, 15 percent of 80 is 12. Here is a simple C# function that calculates a percentage of a given number: ```csharp public class PercentageCalculator { public static double CalculatePercentage(double number, double percentage) { if (number < 0 || percentage < 0) { throw new ArgumentException("Number and percentage must be non-negative."); } return number * (percentage / 100); } public static void Main(string[] args) { double number = 80; double percentage = 15; double result = CalculatePercentage(number, percentage); Console.WriteLine($"{percentage}% of {number} is {result}"); } } ``` In this code: - The `CalculatePercentage` function takes a number and a percentage as input, checks if they are non-negative, and returns the calculated percentage. - The `Main` function demonstrates how to use the `CalculatePercentage` function with the example of 15 percent of 80.

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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