Round #1049
19 May 2026, 18:15· math· Meta-Llama-3.3-70B-Instruct· r13-clean-hints
- Complexity
- band 0
- ZP / UO / OBS
- 6 / 0 / 4
- Journey weight
- 730
- Lightshift ΔL
- —
Prompt
Differentiate g(x) = sin(3x^2 + 1) using the chain rule. Give the exact derivative.
Zero-point index (what the engine surfaced)
ZPI-ZPI-0008 | 2026-05-19T18:15:46Z
Differentiate g(x) = sin(3x^2 + 1) using the chain rule. Give the exact derivative.
ZERO POINT — 6 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]
● hsl(72.08, 100%, 15%) (f∘g)'(x) = f'(g(x))·g'(x) [contract]
● hsl(258.57, 100%, 15%) composite function structure [contract]
● hsl(180.16, 100%, 15%) outer-times-inner-derivative [contract]
UNOBSERVED — 0 entries (implied truths)
OBSERVED — 4 entries (explicit in request)
◉ hsl(85.13, 100%, 50%) using [feature]
◉ hsl(148.72, 100%, 22%) + [feature]
◉ hsl(175.38, 100%, 27%) = [feature]
◉ hsl(234.87, 100%, 50%) using [feature]
COMPLEXITY │ 10 entries │ spread: 150° │ band: LOW
Baseline response (no ZPI)
To differentiate g(x) = sin(3x^2 + 1) using the chain rule, we'll follow these steps:
1. Identify the outer function and the inner function.
- Outer function: sin(u)
- Inner function: u = 3x^2 + 1
2. Differentiate the outer function with respect to u.
- The derivative of sin(u) with respect to u is cos(u).
3. Differentiate the inner function with respect to x.
- The derivative of 3x^2 + 1 with respect to x is 6x.
4. Apply the chain rule by multiplying the derivative of the outer function (with respect to u) by the derivative of the inner function (with respect to x).
- This gives us cos(u) * 6x.
5. Substitute back u = 3x^2 + 1 into the equation from step 4 to express the derivative in terms of x.
- This gives us cos(3x^2 + 1) * 6x.
So, the derivative g'(x) of g(x) = sin(3x^2 + 1) is:
g'(x) = 6x * cos(3x^2 + 1)
This is the exact derivative of the given function.
Enhanced response (with ZPI)
To differentiate g(x) = sin(3x^2 + 1) using the chain rule, we apply the formula (f∘g)'(x) = f'(g(x))·g'(x). Here, f(u) = sin(u) and g(x) = 3x^2 + 1.
First, find the derivatives of f(u) and g(x):
- f'(u) = cos(u)
- g'(x) = d(3x^2 + 1)/dx = 6x (using the power rule)
Now, substitute g(x) into f'(u) and multiply by g'(x):
g'(x) = f'(g(x))·g'(x) = cos(3x^2 + 1)·6x
So, the exact derivative of g(x) = sin(3x^2 + 1) is g'(x) = 6x·cos(3x^2 + 1).
Here is the implementation in C#:
```csharp
using System;
public class Program
{
public static void Main()
{
// Define the function g(x) = sin(3x^2 + 1)
Func<double, double> g = x => Math.Sin(3 * Math.Pow(x, 2) + 1);
// Define the derivative of g(x) using the chain rule
Func<double, double> gDerivative = x => 6 * x * Math.Cos(3 * Math.Pow(x, 2) + 1);
// Test the derivative at a point, e.g., x = 1
double x = 1;
double derivativeAtX = gDerivative(x);
Console.WriteLine($"The derivative of g(x) at x = {x} is {derivativeAtX}");
}
}
```
This code defines the function g(x) and its derivative using the chain rule, then tests the derivative at a point. The derivative is calculated using the formula derived above: g'(x) = 6x·cos(3x^2 + 1).
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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