Problem Analysis #11

33.66s
6,509 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
19441
Execution Trace
Reasoning Process

[THOUGHT] To solve the problem, we need to determine the probability P(A)P(A) that at least one of the three students can solve the problem, given the probabilities of specific events. We start by defining the joint probabilities for all possible scenarios where each student can or cannot solve the problem. Using the given probabilities P(B)=12P(B) = \frac{1}{2}, P(C)=110P(C) = \frac{1}{10}, and P(D)=112P(D) = \frac{1}{12}, we derive relationships between these probabilities and solve for the unknowns.

Key steps include:

  1. Recognizing that P(B)P(B) implies a conditional probability leading to P8=P4P_8 = P_4.
  2. Using the total probability sum to express other probabilities in terms of P4P_4.
  3. Solving for P4P_4 and subsequently P8P_8, which allows us to compute P(A)=1P8P(A) = 1 - P_8.

After verifying all constraints and ensuring the probabilities sum to 1, we find P(A)=71120P(A) = \frac{71}{120}. The values p=71p = 71 and q=120q = 120 are coprime, leading to p2+q2=712+1202p^2 + q^2 = 71^2 + 120^2.

[/THOUGHT] [PYTHON]

Calculate p^2 + q^2 where p = 71 and q = 120

p = 71 q = 120 result = p2 + q2 print(result) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 19441 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python code output confirms that p2+q2=19441p^2 + q^2 = 19441, where p=71p = 71 and q=120q = 120 are coprime integers representing P(A)=71120P(A) = \frac{71}{120}. This result is derived from the given probabilities and verified through the code execution. [/THOUGHT] \boxed{19441}

Final Model Output
19441

Comparative Analysis (P11) (Average across runs)

Avg Time Taken

Gemini-3-Pro-Preview
228.5
Llama-VARCO-8B-Instruct
51.6
Deepseek-V3.2
43.4
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
Claude-Opus-4.5
16.1
EXAONE-4.0.1-32B (high)
5.8

Avg Token Usage

Gemini-3-Pro-Preview
10703.0
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-5.1 (high)
3536.0
Llama-VARCO-8B-Instruct
2394.0