Round #1047
19 May 2026, 18:15· math· Meta-Llama-3.3-70B-Instruct· r13-clean-hints
- Complexity
- band 0
- ZP / UO / OBS
- 3 / 0 / 2
- Journey weight
- 375
- Lightshift ΔL
- —
Prompt
Differentiate f(x) = 4x^3 - 5x^2 + 2x - 7. Give the derivative f'(x) as a polynomial.
Zero-point index (what the engine surfaced)
ZPI-ZPI-0006 | 2026-05-19T18:15:18Z
Differentiate f(x) = 4x^3 - 5x^2 + 2x - 7. Give the derivative f'(x) as a polynomial.
ZERO POINT — 3 entries (structural invariants)
● hsl(135.43, 100%, 25%) f'(x) = lim_{h→0} (f(x+h) - f(x))/h [contract]
● hsl(134.71, 100%, 25%) power rule d/dx(x^n) = n·x^(n-1) [contract]
● hsl(172.48, 100%, 25%) linearity of differentiation [contract]
UNOBSERVED — 0 entries (implied truths)
OBSERVED — 2 entries (explicit in request)
◉ hsl(148.72, 100%, 22%) + [feature]
◉ hsl(175.38, 100%, 27%) = [feature]
COMPLEXITY │ 5 entries │ spread: 27° │ band: LOW
Baseline response (no ZPI)
To find the derivative of f(x) = 4x^3 - 5x^2 + 2x - 7, we'll apply the power rule of differentiation, which states that if f(x) = x^n, then f'(x) = nx^(n-1).
Here's the step-by-step differentiation:
1. Differentiate the first term:
The derivative of 4x^3 is 4 * 3 * x^(3-1) = 12x^2.
2. Differentiate the second term:
The derivative of -5x^2 is -5 * 2 * x^(2-1) = -10x.
3. Differentiate the third term:
The derivative of 2x is 2 * 1 * x^(1-1) = 2.
4. Differentiate the fourth term:
The derivative of a constant (in this case, -7) is 0, since the derivative of a constant is always 0.
Now, combine the results:
f'(x) = 12x^2 - 10x + 2
So, the derivative of f(x) = 4x^3 - 5x^2 + 2x - 7 is f'(x) = 12x^2 - 10x + 2.
Enhanced response (with ZPI)
```csharp
using System;
public class PolynomialDerivative
{
public static string DifferentiatePolynomial(string polynomial)
{
// Split the polynomial into terms
string[] terms = polynomial.Split('+');
// Initialize the derivative
string derivative = "";
// Apply the power rule and linearity of differentiation to each term
foreach (string term in terms)
{
// Remove any whitespace
term = term.Trim();
// Check if the term is a constant
if (!term.Contains("x"))
{
continue;
}
// Extract the coefficient and exponent
string[] parts = term.Split('x');
int coefficient = 1;
if (parts[0] != "")
{
coefficient = int.Parse(parts[0]);
}
int exponent = 1;
if (parts.Length > 1 && parts[1] != "")
{
exponent = int.Parse(parts[1].Replace("^", ""));
}
// Apply the power rule
int newCoefficient = coefficient * exponent;
int newExponent = exponent - 1;
// Add the term to the derivative
if (newCoefficient != 0)
{
if (derivative != "")
{
derivative += " + ";
}
if (newCoefficient != 1 || newExponent == 0)
{
derivative += newCoefficient;
}
if (newExponent > 0)
{
derivative += "x";
if (newExponent > 1)
{
derivative += "^" + newExponent;
}
}
}
}
// Remove any leading or trailing whitespace
derivative = derivative.Trim();
return derivative;
}
public static void Main()
{
string polynomial = "4x^3 - 5x^2 + 2x - 7";
polynomial = polynomial.Replace("-", " -");
polynomial = polynomial.Replace(" ", "");
string derivative = DifferentiatePolynomial(polynomial);
Console.WriteLine(derivative);
}
}
```
This implementation uses the power rule and linearity of differentiation to find the derivative of the given polynomial. The `DifferentiatePolynomial` function splits the polynomial into terms, applies the power rule to each term, and combines the results to form the derivative. The `Main` function demonstrates how to use this function with the given polynomial.
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
WorseV12openai/gpt-4o
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