Problem Analysis #5

naver-hyperclovax/HCX-007 · Run 1

23.40s
3,950 toks
Problem Statement

Let ([0,2],B([0,2]),λ)( [0,2], \mathcal{B}([0,2]), \lambda ) be the Lebesgue measure space. \nFor each nNn \in \mathbb{N} define

:=k=1n2123456(x2)k1(1x2)3,x[0,2].:= \sum_{k=1}^{n^2} 123456 \left(\frac{x}{2}\right)^{\,k-1} \left( 1 - \frac{x}{2} \right)^{3}, \qquad x \in [0,2].

\nCompute the value

Ground Truth
82304
Execution Trace
Reasoning Process

[THOUGHT] As nn \to \infty, the summation in fn(x)f_n(x) converges to a geometric series. Recognize that the partial sum k=1n2(x2)k111x2\sum_{k=1}^{n^2} (\frac{x}{2})^{k-1} \approx \frac{1}{1 - \frac{x}{2}}. Thus, fn(x)123456(1x2)2f_n(x) \to 123456 \cdot (1 - \frac{x}{2})^2. Compute 02123456(1x2)2dx\int_0^2 123456 \cdot (1 - \frac{x}{2})^2 dx.

Expand (1x2)2(1 - \frac{x}{2})^2, integrate term-by-term, and multiply by 123456123456.

Final computation yields 123456×23123456 \times \frac{2}{3}, resulting in 8220882208? [/THOUGHT] [PYTHON] import sympy as sp

Define variable and integral

x = sp.symbols('x')

Compute the simplified integrand

an = 123456 * (1 - x/2)**2 integral_value = sp.integrate(an, (x, 0, 2))

Print the result as an integer

print(int(integral_value)) [/PYTHON][THOUGHT] As nn \to \infty, the summation in fn(x)f_n(x) converges to a geometric series. Recognize that the partial sum k=1n2(x2)k111x2\sum_{k=1}^{n^2} (\frac{x}{2})^{k-1} \approx \frac{1}{1 - \frac{x}{2}}. Thus, fn(x)123456(1x2)2f_n(x) \to 123456 \cdot (1 - \frac{x}{2})^2. Compute 02123456(1x2)2dx\int_0^2 123456 \cdot (1 - \frac{x}{2})^2 dx.

Expand (1x2)2(1 - \frac{x}{2})^2, integrate term-by-term, and multiply by 123456123456.

Final computation yields 123456×23123456 \times \frac{2}{3}, resulting in 8220882208? [/THOUGHT] [PYTHON] import sympy as sp

Define variable and integral

x = sp.symbols('x')

Compute the simplified integrand

an = 123456 * (1 - x/2)**2 integral_value = sp.integrate(an, (x, 0, 2))

Print the result as an integer

print(int(integral_value)) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 82304 [/PYTHON OUTPUT] [PYTHON OUTPUT] 82304 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] Python confirmed the expected result through accurate symbolic integration. The correct value after simplifying and computing the definite integral is \boxed{82304}. [/THOUGHT] \boxed{82304}[THOUGHT] Python confirmed the expected result through accurate symbolic integration. The correct value after simplifying and computing the definite integral is \boxed{82304}. [/THOUGHT] \boxed{82304}

Final Model Output
82304

Comparative Analysis (P5) (Average across runs)

Avg Time Taken

Solar-Open-100B
550.5
Gemini-3-Pro-Preview
42.3
Kanana-2-30B-Thinking
38.5
naver-hyperclovax/HCX-007
34.1
GLM-4.5-Air
31.7
K-EXAONE-236B-A23B
29.5
Kanana-2-30B-Thinking-2601
21.1
Solar-Pro 2
19.7
model_d_r1
18.6
GPT-5.2 (high)
13.1
axk1
7.6
EXAONE-4.0-32B
6.5

Avg Token Usage

Solar-Open-100B
17025.7
Kanana-2-30B-Thinking
9881.7
Kanana-2-30B-Thinking-2601
6458.3
GLM-4.5-Air
5912.0
Gemini-3-Pro-Preview
5738.7
Solar-Pro 2
5609.7
naver-hyperclovax/HCX-007
4853.7
K-EXAONE-236B-A23B
4492.3
EXAONE-4.0-32B
4188.3
model_d_r1
3289.7
GPT-5.2 (high)
3264.0
axk1
2930.0