Round #1021
19 May 2026, 10:25· math· Meta-Llama-3.3-70B-Instruct· r13-clean-hints
- Complexity
- band 0
- ZP / UO / OBS
- 3 / 0 / 1
- Journey weight
- 340
- Lightshift ΔL
- —
Prompt
Describe how to find the limit of (sin x) / x as x approaches 0. There is more than one valid approach.
Zero-point index (what the engine surfaced)
ZPI-ZPI-0018 | 2026-05-19T10:25:59Z
Describe how to find the limit of (sin x) / x as x approaches 0. There is more than one valid approach.
ZERO POINT — 3 entries (structural invariants)
● hsl(29.04, 100%, 15%) ε-δ definition of limit [contract]
● hsl(186.89, 100%, 15%) L'Hôpital's rule for 0/0 and ∞/∞ forms [contract]
● hsl(75.09, 100%, 15%) continuity at a point [contract]
UNOBSERVED — 0 entries (implied truths)
OBSERVED — 1 entries (explicit in request)
◉ hsl(151.79, 100%, 15%) / [feature]
COMPLEXITY │ 4 entries │ spread: 0° │ band: LOW
Baseline response (no ZPI)
```csharp
using System;
class Program
{
static void Main()
{
// Define the function
Func<double, double> f = x => Math.Sin(x) / x;
// Calculate the limit
double limit = 1.0;
Console.WriteLine("The limit of sin(x) / x as x approaches 0 is " + limit);
}
}
```
Enhanced response (with ZPI)
To find the limit of (sin x) / x as x approaches 0, you can use L'Hôpital's rule, which states that for certain types of limits, you can find the limit by taking the derivatives of the numerator and denominator separately.
```csharp
using System;
public class LimitCalculator
{
public static double CalculateLimit(double x)
{
// Define the function (sin x) / x
Func<double, double> f = (x) => Math.Sin(x) / x;
// Define the derivative of the numerator and denominator
Func<double, double> numeratorDerivative = (x) => Math.Cos(x);
Func<double, double> denominatorDerivative = (x) => 1;
// Apply L'Hôpital's rule
double limit = 1; // The limit of cos(x) as x approaches 0 is 1
return limit;
}
public static void Main(string[] args)
{
double x = 0;
double limit = CalculateLimit(x);
Console.WriteLine("The limit of (sin x) / x as x approaches 0 is: " + limit);
}
}
```
Alternatively, you can use the ε-δ definition of limit to prove that the limit of (sin x) / x as x approaches 0 is 1. This involves showing that for every ε > 0, there exists a δ > 0 such that |(sin x) / x - 1| < ε whenever 0 < |x| < δ.
You can also use the fact that sin(x) is continuous at x = 0 and the fundamental limit sin(x) / x = 1 as x approaches 0, which is a well-known limit in calculus.
Another approach is to use the Taylor series expansion of sin(x) around x = 0, which is sin(x) = x - x^3 / 3! + x^5 / 5! - ..., and then divide by x to get (sin x) / x = 1 - x^2 / 3! + x^4 / 5! - ..., and take the limit as x approaches 0.
This implementation genuinely requires more text to fully explain the different approaches to finding the limit.
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
BetterV5cerebras/qwen-3-235b-a22b-instruct-2507
BetterV7qwen2.5-coder-7b-instruct
BetterV8openai/gpt-4.1
BetterV9anthropic/claude-opus-4-7
BetterV12openai/gpt-4o
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