Round #544
09 May 2026, 23:10· 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 12 percent of 350?
Zero-point index (what the engine surfaced)
ZPI-ZPI-0003 | 2026-05-09T23:10:30Z
What is 12 percent of 350?
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 12 percent of 350, you can multiply 350 by 0.12.
12 percent of 350 = 0.12 * 350
= 42
So, 12 percent of 350 is 42.
Enhanced response (with ZPI)
To calculate 12 percent of 350, you can multiply 350 by 0.12.
```csharp
using System;
class Program
{
static void Main()
{
double number = 350;
double percentage = 12;
double result = CalculatePercentage(number, percentage);
Console.WriteLine($"{percentage}% of {number} is {result}");
}
static double CalculatePercentage(double number, double percentage)
{
return number * (percentage / 100);
}
}
```
In this code:
- We define a method `CalculatePercentage` that takes a number and a percentage as input.
- Inside the method, we calculate the percentage of the number by multiplying the number with the percentage divided by 100.
- In the `Main` method, we call `CalculatePercentage` with the number 350 and the percentage 12, and print the result.
When you run this code, it will output: `12% of 350 is 42`. Therefore, 12 percent of 350 is 42.
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
BetterV4qwen2.5-coder-3b-instruct
BetterV5openrouter/qwen/qwen3-235b-a22b-2507
BetterV7qwen2.5-coder-7b-instruct
BetterV8openai/gpt-4.1
BetterV9anthropic/claude-opus-4-7
BetterV12openai/gpt-4o
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