Problem Analysis #11

40.12s
8,808 toks
Problem Statement

Three students S1S_1, S2S_2, and S3S_3 are given a problem to solve. Consider the following events:AA: At least one of S1S_1, S2S_2, and S3S_3 can solve the problem,BB: S1S_1 can solve the problem, given that neither S2S_2 nor S3S_3 can solve the problem,CC: S2S_2 can solve the problem and S3S_3 cannot solve the problem,DD: S3S_3 can solve the problem.For any event EE, let P(E)P(E) denote the probability of EE. IfP(B)=12,P(C)=110,andP(D)=112,P(B) = \frac{1}{2}, \quad P(C) = \frac{1}{10}, \quad \text{and} \quad P(D) = \frac{1}{12},and P(A)=pqP(A) = \dfrac{p}{q} where pp and qq are coprime positive integers, find the value of p2+q2p^2 + q^2.\

Ground Truth
1465
Execution Trace
Reasoning Process

[THOUGHT] I need to find P(A) = P(at least one student can solve the problem) given P(B) = 1/2, P(C) = 1/10, and P(D) = 1/12. Interpreting the events:

  • B: S1 can solve and S2 cannot and S3 cannot → P(S1 ∩ S2^c ∩ S3^c) = 1/2
  • C: S2 can solve and S3 cannot → P(S2 ∩ S3^c) = 1/10
  • D: S3 can solve → P(S3) = 1/12

Assuming independence between students' abilities (common in such problems unless stated otherwise), I can express:

  • P(S2) = P(C) / P(S3^c) = (1/10) / (11/12) = 6/55
  • P(S1) = P(B) / [P(S2^c) * P(S3^c)] = (1/2) / [(49/55) * (11/12)] = 330/539
  • P(A) = 1 - P(no one solves) = 1 - (1-P(S1))(1-P(S2))(1-P(S3))

I'll compute this step-by-step using exact fractions to avoid errors, then simplify P(A) = p/q and calculate p² + q². [/THOUGHT] [PYTHON] from fractions import Fraction

Given probabilities

P_B = Fraction(1, 2) P_C = Fraction(1, 10) P_D = Fraction(1, 12)

Compute P(S2) from P(C) = P(S2) * P(S3^c)

P_S3 = P_D P_S3c = 1 - P_S3 P_S2 = P_C / P_S3c # = P(S2) * P(S3^c) → P(S2) = P(C) / P(S3^c)

Compute P(S1) from P(B) = P(S1) * P(S2^c) * P(S3^c)

P_S2c = 1 - P_S2 P_S1 = P_B / (P_S2c * P_S3c)

Compute P(no one solves) = P(S1^c ∩ S2^c ∩ S3^c) = P(S1^c) * P(S2^c) * P(S3^c) under independence

P_S1c = 1 - P_S1 P_none = P_S1c * P_S2c * P_S3c

P(A) = 1 - P_none

P_A = 1 - P_none

Simplify fraction

p, q = P_A.numerator, P_A.denominator result = p2 + q2

print(f"P_S1 = {P_S1}") print(f"P_S2 = {P_S2}") print(f"P_S3 = {P_S3}") print(f"P_none = {P_none}") print(f"P_A = {P_A} = {p}/{q}") print(f"p^2 + q^2 = {result}") [/PYTHON]

Tool Output
[PYTHON OUTPUT] P_S1 = 30/49 P_S2 = 6/55 P_S3 = 1/12 P_none = 19/60 P_A = 41/60 = 41/60 p^2 + q^2 = 5281 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output confirms the calculations. We have P(A) = 41/60, so p = 41 and q = 60. Then p² + q² = 41² + 60² = 1681 + 3600 = 5281. [/THOUGHT] \boxed{5281}

Final Model Output
5281

Comparative Analysis (P11) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
239.9
Gemini-3-Pro-Preview
228.5
K-EXAONE-236B-A23B
110.7
Llama-VARCO-8B-Instruct
51.6
Kanana-2-30B-Thinking
51.1
Kanana-2-30B-Thinking-2601
45.9
Deepseek-V3.2
43.4
Solar-Open-100B
40.1
HCX-007(high)
39.0
Solar-Pro-2 (31B)(high)
33.7
A.X-4.0 (72B)
26.7
GPT-5.1 (high)
18.1
Grok-4.1-fast
18.1
GPT-5.2 (high)
16.9
Claude-Opus-4.5
16.1
axk1
7.7
EXAONE-4.0.1-32B (high)
5.8

Avg Token Usage

K-EXAONE-236B-A23B
27427.3
Gemini-3-Pro-Preview
10703.0
Kanana-2-30B-Thinking-2601
10670.5
Kanana-2-30B-Thinking
10625.0
Solar-Open-100B
8808.0
K-EXAONE-236B-A23B
8679.0
Grok-4.1-fast
8474.0
Solar-Pro-2 (31B)(high)
6509.0
A.X-4.0 (72B)
5008.0
Deepseek-V3.2
4986.0
HCX-007(high)
4852.0
EXAONE-4.0.1-32B (high)
4557.0
Claude-Opus-4.5
4549.0
GPT-5.2 (high)
3857.0
GPT-5.1 (high)
3536.0
axk1
3108.0
Llama-VARCO-8B-Instruct
2394.0