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
Better
V4qwen2.5-coder-3b-instruct
Better
V5cerebras/qwen-3-235b-a22b-instruct-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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