Memory Painting 2.0: Smarter Visual Understanding in kruel.ai
Our memory system at kruel.ai has always done more than just remember. It connects, contextualizes, and adapts to you. And now—it sees you better than ever.
With today’s major update, kruel.ai introduces a fully upgraded visual profiling system, which radically improves how it translates your memories into meaningful image prompts. Here’s what that means for you:
From Hints to High-Fidelity Imagery
Previously, memory painting could remember what “Doug” or “Ali” were. But it lacked nuance—your image prompts could be vague or generic. Now, kruel.ai builds dynamic visual profiles based on all your past interactions.
Whether you said, “My Chihuahua has deer legs,” or “Draw me Lisa with her red shawl,” those references now form a living, visual identity within kruel’s mind.
Entity Awareness Has Leveled Up
We now automatically scan your memory graph to find and extract key entities—people, pets, items, ideas—and generate visual descriptions for each.
These profiles are:
- Built from memory, not guesses
- Updated over time, adapting with your evolving world
- Clarity-enhanced, resolving contradictions between memory and your wording
- Time-aware, so recent memories influence detail more heavily
Smarter Prompts, Less Effort
When you say:
“Show me a picture of Lisa at the lake”
You don’t need to say what Lisa looks like. kruel.ai checks her visual profile, matches past details like hair color, clothing, emotional context—and blends it all into a hyper-specific image prompt.
No fluff. No repetition. Just smarter, sharper output that feels like you.
What’s Next?
These visual profiles aren’t just for pretty pictures. They lay the foundation for:
- Persistent scene continuity
- Better storytelling and comic generation
- Personalized vision-based AI planning
- Cross-modal understanding (like matching audio or documents with image ideas)
We’re pushing beyond AI that remembers—toward AI that understands visually. If kruel.ai feels more “you” lately, that’s by design.
Stay tuned, Team kruel.ai