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Can GPT-5 Peer Review a Science PDF - Optimizing AI Performance for Scientific Paper Review

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Overview

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Learn to optimize GPT-5 prompts for scientific peer review through a live demonstration using OpenAI's prompt optimizer and GPT-5 Thinking capabilities. Explore the GPT-5 prompting guide from OpenAI's cookbook and discover how to structure effective prompts for academic paper evaluation. Follow along as the instructor demonstrates optimizing prompts specifically for peer reviewing a scientific preprint from ArXiv about reinforcement learning for large language models. Witness a real-time GPT-5 thinking session where the AI analyzes and critiques academic research, examining both the strengths and potential logical inconsistencies in AI-generated peer reviews. Gain insights into the current peer review crisis in academia and understand how AI tools like GPT-5 might address these challenges. Master advanced prompt engineering techniques for scientific applications and learn to leverage GPT-5's reasoning capabilities for technical document analysis and academic research evaluation.

Syllabus

00:00 GPT-5 Intro
01:30 OPENAI Cookbook GPT-5
04:51 Optimizer for GPT-5
07:02 Peer review crisis
11:26 GPT-5 Thinking Session
16:34 Peer Review by GPT-5
19:04 Illogical reasoning GPT-5
19:37 Technical Summary GPT-5

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