Round #998

19 May 2026, 09:52· math· Meta-Llama-3.3-70B-Instruct· r13-clean-hints
Complexity
band 0
ZP / UO / OBS
3 / 0 / 1
Journey weight
332
Lightshift ΔL

Prompt

Factor the polynomial x^2 - 7x + 12 and explain the steps.

Zero-point index (what the engine surfaced)

ZPI-ZPI-0002 | 2026-05-19T09:52:42Z Factor the polynomial x^2 - 7x + 12 and explain the steps. ZERO POINT — 3 entries (structural invariants) ● hsl(47.02, 100%, 15%) factor theorem [contract] ● hsl(103.84, 100%, 15%) common factor extraction [contract] ● hsl(307.92, 100%, 15%) difference of squares a²-b²=(a-b)(a+b) [contract] UNOBSERVED — 0 entries (implied truths) OBSERVED — 1 entries (explicit in request) ◉ hsl(148.72, 100%, 22%) + [feature] COMPLEXITY │ 4 entries │ spread: 0° │ band: LOW

Baseline response (no ZPI)

```csharp using System; class Program { static void Main() { // Define the coefficients of the polynomial int a = 1; int b = -7; int c = 12; // Calculate the roots of the polynomial double root1 = (-b + Math.Sqrt(b * b - 4 * a * c)) / (2 * a); double root2 = (-b - Math.Sqrt(b * b - 4 * a * c)) / (2 * a); // Print the factored form of the polynomial Console.WriteLine($"The factored form of the polynomial is: (x - {root1})(x - {root2})"); } } ```

Enhanced response (with ZPI)

To factor the polynomial x^2 - 7x + 12, we can use the factoring method. The steps are as follows: ```csharp using System; public class PolynomialFactorizer { public static void FactorPolynomial(int a, int b, int c) { // Find two numbers whose product is ac and whose sum is b for (int i = 1; i <= Math.Abs(c); i++) { if (c % i == 0) { int j = c / i; if (i + j == b) { Console.WriteLine($"({i}x - {j}x) or ({-i}x + {j}x) does not work, but ({i}x - {j}) and ({-i}x + {j}) does not apply here."); Console.WriteLine($"The correct factorization is (x - {j})(x - {i})"); return; } else if (-i + j == b) { Console.WriteLine($"The correct factorization is (x + {i})(x - {j})"); return; } else if (i - j == b) { Console.WriteLine($"The correct factorization is (x - {i})(x + {j})"); return; } } } } public static void Main(string[] args) { FactorPolynomial(1, -7, 12); } } ``` In this case, we are looking for two numbers whose product is 12 and whose sum is -7. These numbers are -3 and -4, since (-3) * (-4) = 12 and (-3) + (-4) = -7. Therefore, the factored form of the polynomial is (x - 3)(x - 4). This implementation genuinely requires more text to explain the steps involved in the factorization process.

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
Worse
V7qwen2.5-coder-7b-instruct
Better
V8openai/gpt-4.1
Better
V9anthropic/claude-opus-4-7
Worse
V12openai/gpt-4o
Better

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