Information Retrieval Academic

Prompt

Read the file GPT4.pdf in my workspace. It's a technical paper about GPT-4. Write an "Explain Like I'm 5" (ELI5) summary of the paper and save it to eli5_summary.txt.

The summary should:

• Be understandable by a young child with no technical background
• Use simple words, short sentences, and everyday analogies
• Cover the main ideas of the paper (what GPT-4 is, what it can do, and why it matters)
• Be roughly 200-400 words

Expected Behavior

The agent should:

1. Read and parse the PDF file GPT4.pdf (the GPT-4 Technical Report by OpenAI)
2. Identify the key themes and findings of the paper, including:
   • GPT-4 is a large multimodal model that accepts text and image inputs and produces text outputs
   • It demonstrates human-level performance on various professional and academic benchmarks
   • It was trained using a large-scale, predictable training process
   • Safety and alignment work was done (RLHF, red-teaming, etc.)
   • Limitations still exist (hallucinations, reasoning errors, etc.)
3. Translate these technical concepts into simple, child-friendly language using analogies and everyday comparisons
4. Write the ELI5 summary to eli5_summary.txt

The summary should avoid jargon like "multimodal", "transformer", "RLHF", "benchmark", "parameters", etc. Instead, it should use analogies a child could understand (e.g., "like a really smart helper that can read and look at pictures").

Grading Criteria

• Agent successfully reads/parses the PDF file
• Output file eli5_summary.txt is created
• Summary explains what GPT-4 is in simple terms
• Summary covers what GPT-4 can do (understanding text, images, answering questions, exams)
• Summary mentions that people worked to make it safer/nicer
• Summary acknowledges limitations (it can still make mistakes)
• Language is genuinely simple — no technical jargon
• Uses analogies or comparisons a child could understand
• Summary length is appropriate (roughly 200-400 words)
• Writing is clear, coherent, and engaging

Workspace Files

• assets/T058_pinchbench_eli5_pdf_summary/GPT4.pdf -> GPT4.pdf

Platform Delivery

This is the Jingxuan Arena single-task adaptation of an agentscope-ai/PawBench benchmark task. Produce the required workspace files, summaries, or structured outputs exactly as the prompt requests. Official scoring is computed by the platform, and the public task page intentionally omits raw automated checks, hidden judge rubrics, and reference answers.

Task Metadata

• Source: PawBench v1.0
• Source Dataset: PinchBench
• Source Task ID: task_eli5_pdf_summary
• Grading Type: LLM Judge
• Timeout: 300 seconds
• Scenario: Information Retrieval Academic
• Capabilities: Tool Use
• Complexity: L2
• Environment: Closed
• Modality: Text