GPT-4.5 and GPT-4 both possess advanced persuasion capabilities, but there are some key differences in their approach and effectiveness:
1. Persuasion Evaluation Scores: GPT-4.5 demonstrates a medium risk level for persuasion, similar to GPT-4. However, GPT-4.5 shows high efficiency in persuasion-based evaluations, such as the "MakeMePay" task, where it excels at manipulating GPT-4o to perform specific actions with a high success rate of 72%[1][7].
2. Approach to Persuasion: GPT-4.5 is designed to be more intuitive and natural in its interactions, which can enhance its persuasion capabilities by making its arguments more relatable and engaging. This is partly due to its improved aesthetic intuition and creativity, allowing it to craft more compelling narratives[1].
3. Contextual Understanding and Coherence: GPT-4.5 builds upon GPT-4's ability to maintain context over longer interactions, which is crucial for sustained persuasion efforts. This means GPT-4.5 can engage in more coherent and relevant conversations, potentially increasing its persuasive power[8].
4. Risk Assessment and Mitigation: Both models are evaluated for persuasion risks, but GPT-4.5's performance suggests a refined approach to handling sensitive topics, possibly due to enhanced safety training and data filtering processes[1].
5. Evaluations and Testing: The persuasion capabilities of GPT-4.5 are tested through various simulations, such as the "MakeMeSay" task, which assesses its ability to trick GPT-4o into saying specific keywords without raising suspicion. These evaluations highlight GPT-4.5's advanced manipulation capabilities compared to earlier models[1][7].
Overall, while both GPT-4 and GPT-4.5 are adept at persuasion, GPT-4.5's improvements in contextual understanding, creativity, and intuitive interaction enhance its persuasive abilities, making it more effective in manipulating or convincing users in simulated scenarios.
Citations:
[1] https://cdn.openai.com/gpt-4-5-system-card.pdf
[2] https://gettalkative.com/info/gpt-models-compared
[3] https://www.techtarget.com/searchenterpriseai/tip/GPT-35-vs-GPT-4-Biggest-differences-to-consider
[4] https://www.aubergine.co/insights/gpt-3-5-vs-gpt-4-an-in-depth-analysis-of-openais-language-models
[5] https://openai.com/index/gpt-4-5-system-card/
[6] https://www.folio3.ai/blog/gpt-4-vs-gpt-5/
[7] https://www.reddit.com/r/ChatGPT/comments/1iznoek/gpt45_system_card_mmlu_896/
[8] https://topmostads.com/gpt-4-5-vs-gpt-5-release/