My apologies for the slow update.
I was just overwhelmed by my day job and had very little time to work on expanding the system. V4.6a was also a bit of a headache since it included a few changes to the prompt structures and required more long-term data analysis.
TL;DR (SHORT VERSION) -
V4.6b update - 33+ new poses, optimizations to current poses, v4.6 style (mostly) stable
Dialogue system suspended - Temporarily disabled the system until more data is collected around the current image counts.
Expanding the current limits - New outfits, new sceneries, anal/vaginal 50/50 split.
Compartmentalizing expectations - Direction and options. The looming issue of rate limits and variety.
V4.6b update
Nothing all too complicated here, letter updates are pose updates, numbered updates are visual updates.
It took a while to really gather all the data from V4.6 and V4.6a.
The upscaler works fine now and brings a cleaner and softer look to most images. There’s a few minor issues still left and I’ll be fine tuning them in the coming days. Primarily to do with the eyes themselves. Anime eyes tend to have a bunch of extra details to them which at times can be rather cluttered.
Gangbang content is back!
This one was a bit of a technical hurdle for 2 major reasons, it’s simply too prone to errors unless defined strictly and I was already nearing the rate limits. Right now the bulk of the update focused on laying the foundations and groundwork for the system to work seamlessly with multi-male content. The initial results are satisfactory and there’s only a few errors still which will ideally be cleaned up by the end of the month.
Currently most gangbang content was focused on sex poses, but I’ll look into expanding it a bit with fellatio content as well.
Dialogue system suspended
Suspended is the key word here.
Due to the significant amount of new poses I’m teetering closer and closer to the rate limits. I had to cut some corners to make it all work and gather data from it. Dialogue system needed to be redone as well to allow for more flexibility as the dialogue was getting a bit repetitive and scaling it up with the current approach was limited.
I’ll aim to bring it back sometime next month.
Expanding the current limits
New backgrounds, new outfits, seasons, etc.
Some may have noticed I’ve expanded the variety a decent bit. Outdoor environments can be seasonally controlled, rainy effects, solo poses, better lighting control,messy rooms, outfit copying consistency, etc. Not much else to say, it's just proper discipline and consistency in output leading to more long-term accuracy.
Another big change will be all sets V4.6b and onwards will be split 50/50 (not always as some poses aren’t very compatible with anal sex or vice versa) vaginal and anal sex. People often ask for anal content and it wasn’t something that was easily swapped between my data files. I reworked the prompts themselves and the main system to handle the swap seamlessly. Preliminary results point more towards a 65/35 split in favor of vaginal, but I’ll aim to at least bring down the gap to 55/45.
Request sets will maintain the ability to choose exclusivity.
Compartmentalizing expectations
Fancy way of just saying I’m trying to stay flexible with the different systems. Transition poses were the big fuss, but after many weeks of internal testing I couldn’t find a way to finalize them into a final version without it taking up too many resources.
The first public V4.6b set is 600+ images. That’s a bit much.
What I’ll be focusing in the coming weeks will be calibrating and bugfixing each of my 240+ poses. Luckily V4.6a gave the headway to even be able to do V4.6b. And now it’s time for a massive recalibration campaign to eke out as much variety possible from the smallest resource pool. I’m confident it’ll be successful.
That’s all for now!
There wasn’t any way to make this more exciting seeing as how it was mostly a bunch of mechanical changes rather than things immediately visible. Stay tuned for the first V4.6b set in a little bit! ✨✨✨




László Nagy
2025-11-09 23:10:06 +0000 UTCCO_TJ
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2025-11-09 10:24:35 +0000 UTCCO_TJ
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