Round #1000
19 May 2026, 09:53· math· Meta-Llama-3.3-70B-Instruct· r13-clean-hints
- Complexity
- band 0
- ZP / UO / OBS
- 3 / 0 / 3
- Journey weight
- 455
- Lightshift ΔL
- —
Prompt
Differentiate f(x) = (3x^2 + 1)^4 with respect to x.
Zero-point index (what the engine surfaced)
ZPI-ZPI-0004 | 2026-05-19T09:53:12Z
Differentiate f(x) = (3x^2 + 1)^4 with respect to x.
ZERO POINT — 3 entries (structural invariants)
● hsl(135.43, 100%, 15%) f'(x) = lim_{h→0} (f(x+h) - f(x))/h [contract]
● hsl(134.71, 100%, 15%) power rule d/dx(x^n) = n·x^(n-1) [contract]
● hsl(172.48, 100%, 15%) linearity of differentiation [contract]
UNOBSERVED — 0 entries (implied truths)
OBSERVED — 3 entries (explicit in request)
◉ hsl(98.46, 100%, 50%) with [feature]
◉ hsl(148.72, 100%, 22%) + [feature]
◉ hsl(175.38, 100%, 27%) = [feature]
COMPLEXITY │ 6 entries │ spread: 77° │ band: LOW
Baseline response (no ZPI)
To differentiate f(x) = (3x^2 + 1)^4 with respect to x, we'll use the chain rule.
The chain rule states that if we have a composite function of the form f(g(x)), then the derivative of f with respect to x is given by:
f'(x) = f'(g(x)) * g'(x)
In this case, we have:
f(x) = (3x^2 + 1)^4
g(x) = 3x^2 + 1
First, let's find the derivative of g(x) with respect to x:
g'(x) = d(3x^2 + 1)/dx
= 6x
Now, let's find the derivative of f with respect to g(x):
f'(g(x)) = d((3x^2 + 1)^4)/d(3x^2 + 1)
= 4(3x^2 + 1)^3
Now, we can apply the chain rule:
f'(x) = f'(g(x)) * g'(x)
= 4(3x^2 + 1)^3 * 6x
= 24x(3x^2 + 1)^3
Therefore, the derivative of f(x) = (3x^2 + 1)^4 with respect to x is:
f'(x) = 24x(3x^2 + 1)^3
Here is the C# code to calculate the derivative:
```csharp
using System;
public class Program
{
public static void Main()
{
Console.Write("Enter the value of x: ");
double x = Convert.ToDouble(Console.ReadLine());
double derivative = CalculateDerivative(x);
Console.WriteLine("The derivative of f(x) = (3x^2 + 1)^4 at x = " + x + " is " + derivative);
}
public static double CalculateDerivative(double x)
{
return 24 * x * Math.Pow(3 * x * x + 1, 3);
}
}
```
This code will calculate the derivative of the given function at a specified value of x.
Enhanced response (with ZPI)
To differentiate f(x) = (3x^2 + 1)^4 with respect to x, we can apply the chain rule. The chain rule states that if we have a composite function of the form f(g(x)), then its derivative is given by f'(g(x)) * g'(x).
First, let's identify the outer and inner functions. The outer function is u^4, where u = 3x^2 + 1. The derivative of the outer function with respect to u is 4u^3. The derivative of the inner function u = 3x^2 + 1 with respect to x is 6x.
Now, we can apply the chain rule:
f'(x) = d( (3x^2 + 1)^4 )/dx
= 4(3x^2 + 1)^3 * d(3x^2 + 1)/dx
= 4(3x^2 + 1)^3 * 6x
= 24x(3x^2 + 1)^3
This is the derivative of f(x) = (3x^2 + 1)^4 with respect to x.
Here is the C# code to calculate the derivative:
```csharp
using System;
public class Program
{
public static void Main()
{
// Define the function and its derivative
Func<double, double> f = x => Math.Pow(3 * Math.Pow(x, 2) + 1, 4);
Func<double, double> fDerivative = x => 24 * x * Math.Pow(3 * Math.Pow(x, 2) + 1, 3);
// Test the derivative at a point
double x = 1.0;
Console.WriteLine($"f({x}) = {f(x)}");
Console.WriteLine($"f'({x}) = {fDerivative(x)}");
}
}
```
This code defines the function f(x) and its derivative f'(x), and tests the derivative at a point x = 1.0. The output will be the value of the function and its derivative at the given point.
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
SameV7qwen2.5-coder-7b-instruct
BetterV8openai/gpt-4.1
BetterV9anthropic/claude-opus-4-7
SameV12openai/gpt-4o
BetterComments
Our grader said what it said. What do you say? Comment as a guest below.
No comments yet. Be the first to say what you make of this round.