Round #1081
21 May 2026, 09:36· 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 - 9) / (x - 3) as x approaches 3. Give the exact value.
Zero-point index (what the engine surfaced)
ZPI-ZPI-0010 | 2026-05-21T09:36:27Z
Compute the limit of (x^2 - 9) / (x - 3) as x approaches 3. 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, \(x^2 - 9\), can be factored into \((x + 3)(x - 3)\) because it follows the difference of squares formula, \(a^2 - b^2 = (a + b)(a - b)\), where \(a = x\) and \(b = 3\).
## Step 2: Rewrite the expression with the factored numerator
Substitute the factored form of the numerator back into the original expression to get \(\frac{(x + 3)(x - 3)}{x - 3}\).
## Step 3: Cancel out the common factor
Notice that \((x - 3)\) appears in both the numerator and the denominator. As long as \(x \neq 3\), we can cancel out these terms, leaving us with \(x + 3\).
## Step 4: Evaluate the limit
Since we are asked to find the limit as \(x\) approaches 3, we substitute \(x = 3\) into the simplified expression \(x + 3\). Thus, \(3 + 3 = 6\).
The final answer is: $\boxed{6}$
Enhanced response (with ZPI)
```csharp
using System;
public class LimitCalculator
{
public static double ComputeLimit()
{
// Factor the numerator
// (x^2 - 9) = (x - 3)(x + 3)
// So, the expression becomes ((x - 3)(x + 3)) / (x - 3)
// Cancel out the common factor (x - 3)
// The expression simplifies to (x + 3)
// Now, we can directly substitute x = 3 into the simplified expression
double result = 3 + 3;
return result;
}
public static void Main(string[] args)
{
double limitValue = ComputeLimit();
Console.WriteLine(limitValue);
}
}
```
This C# code calculates the limit of the given expression as x approaches 3 by factoring the numerator, canceling out the common factor, and then directly substituting x = 3 into the simplified expression. The result is the exact value of 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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