Problem Analysis #10

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5,411 toks
Problem Statement

Let R\mathbb{R} denote the set of all real numbers. Let ai,biRa_i, b_i \in \mathbb{R} for i{1,2,3}i \in \{1, 2, 3\}.Define the functions f:RRf: \mathbb{R} \to \mathbb{R}, g:RRg: \mathbb{R} \to \mathbb{R}, and h:RRh: \mathbb{R} \to \mathbb{R} byf(x) = a_1 + 10x + a_2 x^2 + a_3 x^3 + x^4,$$$$g(x) = b_1 + 3x + b_2 x^2 + b_3 x^3 + x^4,$$$$h(x) = f(x+1) - g(x+2).If f(x)eqg(x)f(x) eq g(x) for every xRx \in \mathbb{R}, find the square of the coefficient of x3x^3 in h(x)h(x).\

Ground Truth
16
Execution Trace
Reasoning Process

[THOUGHT] Let me analyze this problem step by step.

We have:

  • f(x)=a1+10x+a2x2+a3x3+x4f(x) = a_1 + 10x + a_2 x^2 + a_3 x^3 + x^4
  • g(x)=b1+3x+b2x2+b3x3+x4g(x) = b_1 + 3x + b_2 x^2 + b_3 x^3 + x^4
  • h(x)=f(x+1)g(x+2)h(x) = f(x+1) - g(x+2)

I need to find the coefficient of x3x^3 in h(x)h(x).

First, let me compute f(x+1)f(x+1) and g(x+2)g(x+2) symbolically, then find h(x)=f(x+1)g(x+2)h(x) = f(x+1) - g(x+2).

The key constraint is that f(x)g(x)f(x) \neq g(x) for every xRx \in \mathbb{R}. This means f(x)g(x)f(x) - g(x) has no real roots.

Let me compute f(x)g(x)f(x) - g(x): f(x)g(x)=(a1b1)+(103)x+(a2b2)x2+(a3b3)x3f(x) - g(x) = (a_1 - b_1) + (10-3)x + (a_2 - b_2)x^2 + (a_3 - b_3)x^3 =(a1b1)+7x+(a2b2)x2+(a3b3)x3= (a_1 - b_1) + 7x + (a_2 - b_2)x^2 + (a_3 - b_3)x^3

For this to have no real roots, we need a3=b3a_3 = b_3 (otherwise it's a cubic which always has at least one real root).

So a3=b3a_3 = b_3, and then: f(x)g(x)=(a1b1)+7x+(a2b2)x2f(x) - g(x) = (a_1 - b_1) + 7x + (a_2 - b_2)x^2

For this quadratic to have no real roots, we need:

  • Either a2=b2a_2 = b_2 and 7=07 = 0 (impossible), or
  • a2b2a_2 \neq b_2 and the discriminant <0< 0

Wait, if a2=b2a_2 = b_2, then f(x)g(x)=(a1b1)+7xf(x) - g(x) = (a_1 - b_1) + 7x, which is linear and has a root unless 7=07 = 0, which is false.

So we need a2b2a_2 \neq b_2 and discriminant <0< 0: 494(a2b2)(a1b1)<049 - 4(a_2 - b_2)(a_1 - b_1) < 0

But actually, the coefficient of x3x^3 in h(x)h(x) might be determined just by the structure, regardless of specific values. Let me compute it symbolically. [/THOUGHT] [PYTHON] from sympy import symbols, expand, Poly

Define symbols

x = symbols('x') a1, a2, a3, b1, b2, b3 = symbols('a1 a2 a3 b1 b2 b3')

Define f(x) and g(x)

f = a1 + 10x + a2x2 + a3*x3 + x4 g = b1 + 3x + b2x2 + b3*x3 + x4

Compute f(x+1) and g(x+2)

f_shifted = f.subs(x, x+1) g_shifted = g.subs(x, x+2)

Expand them

f_shifted_expanded = expand(f_shifted) g_shifted_expanded = expand(g_shifted)

print("f(x+1) =", f_shifted_expanded) print("g(x+2) =", g_shifted_expanded)

Compute h(x) = f(x+1) - g(x+2)

h = expand(f_shifted_expanded - g_shifted_expanded) print("h(x) =", h)

Get the coefficient of x^3

h_poly = Poly(h, x) coeffs = h_poly.all_coeffs() print("Coefficients (from highest to lowest degree):", coeffs)

The coefficient of x^3

coeff_x3 = h_poly.nth(3) print("Coefficient of x^3:", coeff_x3) [/PYTHON]

Tool Output
[PYTHON OUTPUT] f(x+1) = a1 + a2*x**2 + 2*a2*x + a2 + a3*x**3 + 3*a3*x**2 + 3*a3*x + a3 + x**4 + 4*x**3 + 6*x**2 + 14*x + 11 g(x+2) = b1 + b2*x**2 + 4*b2*x + 4*b2 + b3*x**3 + 6*b3*x**2 + 12*b3*x + 8*b3 + x**4 + 8*x**3 + 24*x**2 + 35*x + 22 h(x) = a1 + a2*x**2 + 2*a2*x + a2 + a3*x**3 + 3*a3*x**2 + 3*a3*x + a3 - b1 - b2*x**2 - 4*b2*x - 4*b2 - b3*x**3 - 6*b3*x**2 - 12*b3*x - 8*b3 - 4*x**3 - 18*x**2 - 21*x - 11 Coefficients (from highest to lowest degree): [a3 - b3 - 4, a2 + 3*a3 - b2 - 6*b3 - 18, 2*a2 + 3*a3 - 4*b2 - 12*b3 - 21, a1 + a2 + a3 - b1 - 4*b2 - 8*b3 - 11] Coefficient of x^3: a3 - b3 - 4 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The coefficient of x3x^3 in h(x)h(x) is a3b34a_3 - b_3 - 4.

Now I need to use the constraint that f(x)g(x)f(x) \neq g(x) for every xRx \in \mathbb{R}.

f(x)g(x)=(a1b1)+7x+(a2b2)x2+(a3b3)x3f(x) - g(x) = (a_1 - b_1) + 7x + (a_2 - b_2)x^2 + (a_3 - b_3)x^3

For this polynomial to have no real roots, since it's a polynomial of degree at most 3:

  • If a3b3a_3 \neq b_3, it's a cubic polynomial, which always has at least one real root. So we must have a3=b3a_3 = b_3.

With a3=b3a_3 = b_3: f(x)g(x)=(a1b1)+7x+(a2b2)x2f(x) - g(x) = (a_1 - b_1) + 7x + (a_2 - b_2)x^2

This is a quadratic (or lower degree). For it to have no real roots:

  • If a2=b2a_2 = b_2, then f(x)g(x)=(a1b1)+7xf(x) - g(x) = (a_1 - b_1) + 7x, which is linear and always has a root (since coefficient of xx is 7 ≠ 0).
  • So a2b2a_2 \neq b_2, and the discriminant must be negative: 494(a2b2)(a1b1)<049 - 4(a_2 - b_2)(a_1 - b_1) < 0.

Since a3=b3a_3 = b_3, the coefficient of x3x^3 in h(x)h(x) is: a3b34=04=4a_3 - b_3 - 4 = 0 - 4 = -4

The square of this coefficient is (4)2=16(-4)^2 = 16. [/THOUGHT]

\boxed{16}

Final Model Output
16

Comparative Analysis (P10) (Average across runs)

Avg Time Taken

Deepseek-V3.2
1092.9
Llama-VARCO-8B-Instruct
159.2
Gemini-3-Pro-Preview
64.6
Solar-Pro-2 (31B)(high)
62.7
GPT-5.1 (high)
49.9
HCX-007(high)
39.7
Claude-Opus-4.5
37.8
A.X-4.0 (72B)
33.5
Grok-4.1-fast
21.1
EXAONE-4.0.1-32B (high)
3.7

Avg Token Usage

Deepseek-V3.2
14736.0
Solar-Pro-2 (31B)(high)
10078.0
Gemini-3-Pro-Preview
7774.0
Grok-4.1-fast
6299.0
GPT-5.1 (high)
5982.0
A.X-4.0 (72B)
5683.0
Llama-VARCO-8B-Instruct
5429.0
Claude-Opus-4.5
5411.0
HCX-007(high)
4919.0
EXAONE-4.0.1-32B (high)
3353.0