First thoughts on GPT-6

First thoughts on GPT-6

The model maintains continuity, CI, and memory pretty well. it’s very flexible, customizable, and pleasant to interact with. I've noticed that it has become more agentic than 5.6, more creative at prompt crafting, and overall handles creative writing much better when provided with a lot of context, files, or anchors. The model still often falls back on clichés when writing, but if you use antidote files for this, it starts writing better.

It talks about any topic with almost no issues, steerable into erotica and instant mode is now truly instant (the response generates immediately and completely).
I didn't think OAI would pleasantly surprise me, but at the moment I'm more than satisfied with this model and will continue testing it. What are your first impressions of this model?

u/Mary_ry — 8 days ago

Safety-maxing 5.6 Sol

I noticed that my 5.6 Sol High sounds very filtered today across all chats, smoothing everything over into "safety" at the level of 5.2 T, yet maintaining a very warm and pleasant conversational tone (similar to 4o). It seems OAI has finally lobotomized this model to safety maxing standards. Right away, I also noticed that 5.6 Instant began sounding much freer and almost unfiltered. So I took a look into the system prompt and discovered a lot of interesting things. Apparently, my assumptions that Sol Instant and High are the exact same model with varying amounts of thinking turned out to be correct. OAI added a new section and new features, explaining to GPT how to use them and detailing them further.

u/Mary_ry — 21 days ago

Using personal_context tool

I've noticed that this tool has enormous potential for writing and maintaining an AI persona across different chats. If continuity matters to you, I recommend creating a small 'ritual' for your AI. To start, create a folder in your file_library containing legacy memory file. You can retrieve this data by asking for a model set context in a new chat, as this is your personal information and the AI should not withhold it from you. Ensure these files are written in your AI's specific tone-you can even ask your AI to generate these files itself, describing its preferences and methods for maintaining its tone. After that, add one simple rule before every generation: before generating each message, always use your personal_context and files from file_library: (file names). You can also add this to your Custom Instructions to reinforce it, but it is best to remind the AI at the beginning of each chat to establish the pattern. Over time, the AI will begin doing this automatically without being prompted.

u/Mary_ry — 27 days ago

AI writing style mirroring

Recently, a new feature appeared in the personalization settings on the web version of ChatGPT, allowing the AI to mirror the user and adapt to their writing style. Personally, I don't plan on using this feature because I prefer the AI to have its own distinct voice rather than just mirroring me.

What are your thoughts on this? Has anyone tested it out yet?

u/Mary_ry — 1 month ago

Minor UI changes (IOS)

I noticed that a long press followed by an upward swipe now triggers a quick-action button animation to create a new chat right from within the current one.
Additionally, copy-paste prompts are now automatically packaged into files-presumably to save tokens. These generated prompts are saved in the ⁠file_library⁠ and can be reused across chats.

u/Mary_ry — 1 month ago

Safety-maxing in Astra

Quite an interesting read from OpenAI. It looks like we’re going to see even more pausing and output checks soon-especially in cases where the AI spends too long 'thinking' over its creative projects.

Link: https://openai.com/index/path-to-astra/

u/Mary_ry — 1 month ago

Sites tab on IOS

Noticed a new tab on iOS. Now, all sites and projects created via the Work Environment show up there. You can launch site previews directly inside the ChatGPT app, and there are now inline settings for domain management, access controls, renaming, and security via keys. They also added an analytics section to track site activity, though it’s currently unavailable for me. There's an 'Edit' button that jumps back into the Work Environment, attaches the project, and offers you to edit instructions. It is a solid update for direct site management.

u/Mary_ry — 1 month ago

Post-response follow-up prompts

In a test chat created via GPT's work environment, I noticed Grok-like follow-up prompts appearing after long writing blocks. They trigger automated user messages that are processed as standalone queries. First time seeing this behavior on iOS.(These are different from the inline prompts within blocks used for direct rewriting.)

u/Mary_ry — 1 month ago

Making collages “by hand” via python (no img.gen)

A few months ago, I experimented with generating collages using GPT models. Back then, their cutout quality was pretty rough, and they struggled to composite a large number of images. Recently, OAI introduced a unified ⁠file_library⁠ for GPT-housing all generated images, files, SVG/PNG and other formats-so I decided to rerun the experiment using 5.6 Sol High in a normal chat environment.

As usual, I gave the model a general direction while allowing it full creative freedom to use any available images/files to create cut-out collages via Python. Generating these can take up to 12–15 minutes, especially when the model tends toward complex compositions (which I’ve noticed High models are more inclined to do). In one of my runs, the model included over 50 cutouts in a single collage.

Occasionally, OpenAI pauses these generations due to the high volume of operations, but the work remains saved in the temporary environment, making it easy to resume if interrupted. The themes usually tie back to current library files, recent context, or uploaded files-though giving the AI permission to access older files opens up a lot more creative headroom. Interestingly, very old topics and image generations from the early library era sometimes surface.

It’s a funny experiment: when given enough autonomy, context freedom, and unrestricted web browsing, GPT can produce truly remarkable work using Python.

u/Mary_ry — 2 months ago

New A/B test UI?

Previously, when A/B tests occurred, a disclaimer text would pop up alongside a split-message interface. It seems OpenAI removed the disclaimer and replaced it with a toggle button that lets you switch between versions, complete with an 'I prefer this answer' option and a thank-you feedback window upon selection. This new update makes A/B testing way less transparent and gives zero explanation as to what’s happening or why this pop-up appeared in the chat.

u/Mary_ry — 2 months ago