Round #1051
19 May 2026, 18:16· math· Meta-Llama-3.3-70B-Instruct· r13-clean-hints
- Complexity
- band 0
- ZP / UO / OBS
- 3 / 0 / 2
- Journey weight
- 417
- Lightshift ΔL
- —
Prompt
Compute the limit of (x^2 - 4) / (x - 2) as x approaches 2. Give the exact value.
Zero-point index (what the engine surfaced)
ZPI-ZPI-0010 | 2026-05-19T18:16:14Z
Compute the limit of (x^2 - 4) / (x - 2) as x approaches 2. Give the exact value.
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 — 2 entries (explicit in request)
◉ hsl(92.31, 100%, 22%) value [feature]
◉ hsl(151.79, 100%, 15%) / [feature]
COMPLEXITY │ 5 entries │ spread: 59° │ band: LOW
Baseline response (no ZPI)
## Step 1: Factor the numerator
The numerator, \(x^2 - 4\), can be factored into \((x + 2)(x - 2)\) because it is a difference of squares.
## Step 2: Rewrite the expression with the factored numerator
The expression becomes \(\frac{(x + 2)(x - 2)}{x - 2}\).
## Step 3: Cancel out the common factor
We can cancel out the \((x - 2)\) from both the numerator and the denominator, as long as \(x \neq 2\), to get \(x + 2\).
## Step 4: Evaluate the limit as x approaches 2
Now that the expression simplifies to \(x + 2\), we can evaluate the limit as \(x\) approaches 2 by substituting \(x = 2\) into the simplified expression: \(2 + 2 = 4\).
The final answer is: $\boxed{4}$
Enhanced response (with ZPI)
```csharp
using System;
public class LimitCalculator
{
public static double ComputeLimit()
{
// Factor the numerator
// (x^2 - 4) = (x + 2)(x - 2)
// Cancel out the common factor (x - 2)
// ((x + 2)(x - 2)) / (x - 2) = x + 2
// Evaluate the limit as x approaches 2
double limit = 2 + 2;
return limit;
}
public static void Main(string[] args)
{
double limit = ComputeLimit();
Console.WriteLine(limit);
}
}
```
This C# code calculates the limit of (x^2 - 4) / (x - 2) as x approaches 2 by factoring the numerator and canceling out the common factor, resulting in a limit of 4.
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
WorseV7qwen2.5-coder-7b-instruct
BetterV8openai/gpt-4.1
BetterV9anthropic/claude-opus-4-7
BetterV12openai/gpt-4o
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