Problem Analysis #10

64.63s
7,774 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

The problem asks for the square of the coefficient of x3x^3 in h(x)h(x), given that f(x)f(x) and g(x)g(x) satisfy a specific condition for all xRx \in \mathbb{R}. The condition is written as "f(x) eq g(x)f(x) \text{ eq } g(x)". Given the structure of the polynomials (both monic quartics) and the fact that f(x)f(x) and g(x)g(x) have different linear coefficients (10x10x vs 3x3x), they cannot be equal. The most standard interpretation in such math problems is an inequality, either f(x)g(x)f(x) \ge g(x) or f(x)g(x)f(x) \le g(x) for all xx.

If f(x)g(x)f(x) \ge g(x) for all xx, then the difference polynomial D(x)=f(x)g(x)D(x) = f(x) - g(x) must be non-negative for all xx. D(x)=(x4+a3x3+a2x2+10x+a1)(x4+b3x3+b2x2+3x+b1)D(x) = (x^4 + a_3 x^3 + a_2 x^2 + 10x + a_1) - (x^4 + b_3 x^3 + b_2 x^2 + 3x + b_1) D(x)=(a3b3)x3+(a2b2)x2+7x+(a1b1)D(x) = (a_3 - b_3)x^3 + (a_2 - b_2)x^2 + 7x + (a_1 - b_1).

For a polynomial to be non-negative for all real xx, its degree must be even, and its leading coefficient must be positive. If the degree were 3 (i.e., a3b30a_3 - b_3 \neq 0), the range of D(x)D(x) would be (,)(-\infty, \infty), meaning it would take negative values. Thus, the coefficient of x3x^3 must be zero. So, a3b3=0    a3=b3a_3 - b_3 = 0 \implies a_3 = b_3.

I will use Python to verify the coefficient of x3x^3 in h(x)=f(x+1)g(x+2)h(x) = f(x+1) - g(x+2) symbolically.

[PYTHON] from sympy import symbols, expand, Poly

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

Define f(x) and g(x)

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

Define h(x)

h = f.subs(x, x+1) - g.subs(x, x+2)

Expand h(x)

h_expanded = expand(h)

Get the coefficient of x^3 in h(x)

coeff_x3 = h_expanded.coeff(x, 3)

print(f"Coefficient of x^3 in h(x): {coeff_x3}") [/PYTHON]

Tool Output
[PYTHON OUTPUT] Coefficient of x^3 in h(x): a3 - b3 - 4 [/PYTHON OUTPUT]
Reasoning Process

The condition f(x) eq g(x)f(x) \text{ eq } g(x) for every xRx \in \mathbb{R} implies an inequality f(x)g(x)f(x) \ge g(x) or f(x)g(x)f(x) \le g(x), as strict equality is impossible due to the differing linear terms (10x10x vs 3x3x). Let D(x)=f(x)g(x)D(x) = f(x) - g(x). D(x)=(x4+a3x3+a2x2+10x+a1)(x4+b3x3+b2x2+3x+b1)D(x) = (x^4 + a_3 x^3 + a_2 x^2 + 10x + a_1) - (x^4 + b_3 x^3 + b_2 x^2 + 3x + b_1) D(x)=(a3b3)x3+(a2b2)x2+7x+(a1b1)D(x) = (a_3 - b_3)x^3 + (a_2 - b_2)x^2 + 7x + (a_1 - b_1). For D(x)D(x) to be always non-negative or always non-positive, its leading term must have an even degree. Since the coefficient of xx is non-zero, D(x)D(x) is not a constant. If a3b30a_3 - b_3 \neq 0, the polynomial is of degree 3, and its range is all real numbers, violating the condition. Thus, the coefficient of x3x^3 in D(x)D(x) must be zero: a3b3=0    a3=b3a_3 - b_3 = 0 \implies a_3 = b_3.

We want the square of the coefficient of x3x^3 in h(x)=f(x+1)g(x+2)h(x) = f(x+1) - g(x+2). Using the Python output, the coefficient of x3x^3 in h(x)h(x) is a3b34a_3 - b_3 - 4. Substituting a3=b3a_3 = b_3, the coefficient is 04=40 - 4 = -4. The square of the coefficient is (4)2=16(-4)^2 = 16.

\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