Some praise for 5.1 and what hell happend with 5.2

Assessment of GPT-5.1 and GPT-5.2: A Personal Perspective on Recent Developments

The evolution of AI language models has been a journey marked by rapid advancements and occasional setbacks. Recently, I have observed significant changes between GPT-5.1 and GPT-5.2, leading to mixed feelings about their respective capabilities and utility.

A Positive Outlook on GPT-5.1

Upon the release of GPT-5.1, I found myself pleasantly surprised. Having worked extensively with earlier models like GPT-4.0 and GPT-4.1, I appreciated the notable improvements in creativity and flexibility that 5.1 offered. Its enhanced complexity proved to be particularly beneficial for narrative development, allowing for richer story construction and more nuanced content generation. Unlike previous versions, GPT-5.1 demonstrated a reduced level of restrictiveness regarding adult topics, enabling more authentic and unrestricted storytelling, which I considered a significant upgrade for writers and creators alike.

Concerns with GPT-5.2: A Step Back

However, my experience with GPT-5.2 has been disappointing. Despite my efforts to remain patient and constructive, it appears that this latest iteration is a pronounced regression in functionality. As a writer, I typically employ a workflow where I draft brief paragraphs outlining events or ideas, then ask the model to expand and refine these snippets according to specific guidelines. With GPT-5.1, this process often yielded results that added depth, dialogue, and complexity, enriching my narratives.

In contrast, GPT-5.2 tends to replicate my original input with minimal modifications, providing little to no added value. This stagnation hampers the creative process and diminishes the model’s usefulness as a storytelling tool.

Handling Sensitive Content

Another area of concern involves the model’s response to adult topics. Previously, GPT-5.1 displayed a commendable ability to handle mature content with nuance and clarity. Currently, GPT-5.2 either struggles to produce coherent responses or vague, overly cautious replies that scarcely resemble the original prompt. This restrictive behavior limits its applicability for users who require more authentic or detailed handling of sensitive material.

Conclusion

The shift from GPT-5.1 to GPT-5.2 appears to have significantly impacted the tool’s effectiveness and creative freedom. While GPT-5.1 represented a genuine step forward for writers seeking flexible and dynamic AI assistance, GPT-5.2 seems to have reverted to more restrictive and less capable outputs