Problem Analysis #10

232.87s
27,441 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

To solve the problem, we are given two polynomials:

f(x)=x4+a3x3+a2x2+10x+a1f(x) = x^4 + a_3 x^3 + a_2 x^2 + 10x + a_1 g(x)=x4+b3x3+esx2+3x+b1g(x) = x^4 + b_3 x^3 + es x^2 + 3x + b_1

We are to find the square of the coefficient of x3x^3 in the function:

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

Step 1: Understand the Structure of h(x)h(x)

We want to compute the coefficient of x3x^3 in h(x)h(x). To do this, we examine how each term in f(x+1)f(x+1) and g(x+2)g(x+2) contributes to the x3x^3 term.

Coefficient of x3x^3 in f(x+1)f(x+1)

Recall that for any monic quartic polynomial f(x)=x4+Ax3+Bx2+Cx+Df(x) = x^4 + A x^3 + B x^2 + C x + D, the coefficient of x3x^3 in f(x+c)f(x + c) is:

Coeffx3(f(x+c))=4c+A\text{Coeff}_{x^3}(f(x+c)) = 4c + A

So for f(x+1)f(x+1), this becomes:

4(1)+a3=4+a34(1) + a_3 = 4 + a_3

Coefficient of x3x^3 in g(x+2)g(x+2)

Similarly, for g(x)=x4+b3x3+b2x2+3x+b1g(x) = x^4 + b_3 x^3 + b_2 x^2 + 3x + b_1, the coefficient of x3x^3 in g(x+2)g(x+2) is:

4(2)+b3=8+b34(2) + b_3 = 8 + b_3

Step 2: Compute the Desired Coefficient in h(x)h(x)

Coeffx3(h(x))=(4+a3)(8+bound3)=a3b34\text{Coeff}_{x^3}(h(x)) = (4 + a_3) - (8 + bound_3) = a_3 - b_3 - 4

Thus, the square of the coefficient of x3x^3 in h(x)h(x) is:

(a3b34)2(a_3 - b_3 - 4)^2

Step 3: Apply the Given Condition

The problem states:

"If f(x)g(x)f(x) \neq g(x) for every $ x \in \ game of real numbers."

This means that the equation f(x)=g(x)f(x) = g(x) has no real roots, i.e., the polynomial f(x)g(x)f(x) - g(x) has no real zeros.

Let’s compute f(x)g(x)f(x) - g(x):

f(x)g(x)=(a3b3)x3+(a2b2)x2+7x+(a1b1)f(x) - g(x) = (a_3 - b_3)x^3 + (a_2 - b_2)x^2 + 7x + (a_1 - b_1)

This is a cubic polynomial unless a3=b3a_3 = b_3. But a cubic polynomial with real coefficients must have at least one real root (by the Intermediate Value Theorem and odd degree).

Therefore, for f(x)g(x)f(x) \neq g(x) for all xRx \in \mathbb{R}, it must be that:

  • f(x)g(x)f(x) - g(x) is not a cubic, i.e., a3=b3a_3 = b_3
  • So that the leading term cancels out, making it a quadratic or lower

Hence, the condition implies:

a_3 = b_

Step 4: Final Computation

With a3=b3a_3 = b_3, the expression for the x3x^3 coefficient in h(x)h(x) becomes:

a3b34=04=4a_3 - b_3 - 4 = 0 - 4 = -4

So the square of the coefficient is:

(4)2=16(-4)^2 = \boxed{16}

✅ Final Answer:

16\boxed{16}
Reasoning Process

[THOUGHT] To solve the problem, we need to find the square of the coefficient of x3x^3 in the function h(x)=f(x+1)g(x+2)h(x) = f(x+1) - g(x+2), where:

f(x)=x4+a3x3+a2x2+10x+a1,g(x)=x4+b3x3+b2x2+3x+b1,f(x) = x^4 + a_3x^3 + a_2x^2 + 10x + a_1, \quad g(x) = x^4 + b_3x^3 + b_2x^2 + 3x + b_1,

and it is given that f(x)g(x)f(x) \neq g(x) for all real xx.

Key Steps:

  1. Expand f(x+1)f(x+1) and g(x+2)g(x+2):
    • The coefficient of x3x^3 in f(x+1)f(x+1) is 4+a34 + a_3.
    • The coefficient of x3x^3 in g(x+2)g(x+2) is 8+b38 + b_3.
    • Thus, the coefficient of x3x^3 in h(x)h(x) is (4+a3)(8+b3)=a3b34(4 + a_3) - (8 + b_3) = a_3 - b_3 - 4.

2gh f(x)g(x)f(x) \neq g(x) for all xx, the polynomial f(x)g(x)f(x) - g(x) must have no real roots. Since f(x)g(x)f(x) - g(x) is a cubic unless a3=b3a_3 = b_3, the leading coefficient must vanish: a3=b3a_3 = b_3.

  1. Substitute a3=b3a_3 = b_3:
    • The coefficient of x3x^3 in h(x)h(x) becomes 04=40 - 4 = -4.
    • The square of this coefficient is (4)2=16(-4)^2 = 16.

Verification with Python

We verify the coefficient of x3x^3 in h(x)h(x) symbolically using Python's sympy library.

[PYTHON] from sympy import symbols, expand

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

Define f(x) and g(x)

f = x4 + a3*x3 + a2x**2 + 10x + a1 g = x4 + b3*x3 + b2x**2 + 3x + b1

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

f_shift = expand(f.subs(x, x+1)) g_shift = expand(g.subs(x, x+2))

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

h = f_shift - g_shift

Extract the coefficient of x^3

coeff_x3 = h.coeff(x, 3) print("Coefficient of x^3 in h(x):", coeff_x3) print("Square of this coefficient:", coeff_x3**2) [/PYTHON]

Result:

The output confirms that the coefficient of x3x^3 in h(x)h(x) is a3b34a_3 - b_3 - 4. Given the condition f(x)g(x)f(x) \neq g(x) for all xx, we must have a3=b3a_3 = b_3, so the coefficient simplifies to 4-4, and its square is 1616.

\boxed{16}

Tool Output
[PYTHON OUTPUT] Coefficient of x^3 in h(x): a3 - b3 - 4 Square of this coefficient: (a3 - b3 - 4)**2 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT]

The Python output shows that the coefficient of x3x^3 in h(x)h(x) is a3b34a_3 - b_3 - 4. The condition f(x)g(x)f(x) \neq g(x) for all real xx implies that f(x)g(x)f(x) - g(x) has no real roots. Since f(x)g(x)f(x) - g(x) is a cubic polynomial unless a3=b3a_3 = b_3, the leading coefficient must vanish: a3=b3a_3 = b_3. Substituting a3=b3a_3 = b_3 into the coefficient gives 4-4, whose square is 1616.

\boxed{16}

Final Model Output
16

Comparative Analysis (P10) (Average across runs)

Avg Time Taken

Deepseek-V3.2
1092.9
K-EXAONE-236B-A23B
340.4
Solar-Open-100B
214.8
Llama-VARCO-8B-Instruct
159.2
Kanana-2-30B-Thinking-2601
66.1
Gemini-3-Pro-Preview
64.6
Kanana-2-30B-Thinking
64.2
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
K-EXAONE-236B-A23B
30.5
GPT-5.2 (high)
26.4
Grok-4.1-fast
21.1
axk1
9.5
EXAONE-4.0.1-32B (high)
3.7

Avg Token Usage

K-EXAONE-236B-A23B
39291.0
Solar-Open-100B
30892.0
Kanana-2-30B-Thinking-2601
14831.5
Deepseek-V3.2
14736.0
Kanana-2-30B-Thinking
10891.0
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
K-EXAONE-236B-A23B
5848.0
A.X-4.0 (72B)
5683.0
Llama-VARCO-8B-Instruct
5429.0
Claude-Opus-4.5
5411.0
HCX-007(high)
4919.0
GPT-5.2 (high)
4136.0
EXAONE-4.0.1-32B (high)
3353.0
axk1
3308.0