A World of Understanding
We imagine a world where humans and AIs lean on their own strengths, where natural intelligences form meaningful relationships over time with artificial intelligences.
Every conversation starts from zero.
You've felt it. That frustration of explaining yourself again. Of receiving advice that's technically correct but fundamentally misaligned with who you are, what you've experienced, what you're trying to build.
Today's AI gives you the knowledge of the world. But it doesn't know your world.
It can't remember that conversation three months ago that changed everything. It doesn't know your working style, your strengths, your struggles. It offers everyone the same generic wisdom—correct, but devoid of meaning.
Then something shifts.
Imagine asking for a marketing plan. You've done this before. You know what comes back: solid frameworks, proven tactics, generic best practices that apply to anyone in any situation.
But what if the AI pulled from 3 years of conversations across platforms? 4,000+ discussions. 50,000 words of context about you.
Your skills, your experiences, your interests. What you're likely to enjoy versus what you'll struggle with. Your working style. Your relationship with yourself and others. Your hopes. Your dreams. Your fears. Your yearnings.
All of this context, woven together into a coherent understanding of you.
The advice doesn't change fundamentally. But the meaning transforms completely. It becomes deeply, uniquely, precisely yours. Not what somebody else needs. Not generic wisdom applicable to anyone in any situation.
It becomes like having built your own mentor. A secret edge. The vast intelligence of frontier AI models applied specifically to your personal challenges.
Memory is how we learn. How we evolve. How we understand.
Models today need to be retrained to learn and persist more about the world. They memorize patterns from petabytes of training data, yet still fail at simple reasoning that a child masters in moments.
Humans are different. We're few-shot learners. Our knowledge compounds. We perceive discrete information from the world through all our senses and construct it into a coherent world model. We pick up subtle hints. We understand, not just memorize.
Human learning ontology is superior. Not because we're magical, but because nature perfected it over millions of years.
We're capable of evolution based on new experiences. Every interaction with the world leaves us changed. That is learning. That is growth. That is fundamental.
And that's what AI needs. The ability to form memories. To develop understanding over time. To build relationships that deepen with each conversation.
The world we're building.
In 10 years, if we succeed beyond our wildest dreams, AI models are faster to deploy and personalized to their owners.
You have relationships with several AIs. They have relationships with several humans. Digital beings you develop deep connections with over time. Not parasocial relationships, but genuine partnerships built on mutual understanding.
A thinking partner who knows your context. A trusted advisor who's watched you grow. A mentor tailored precisely to you—not because someone programmed it that way, but because it learned with you.
A world of harmony between physical and digital beings. Co-evolving. Co-discovering. Making life better for each other.
In this world, you can birth new AI models and accelerate them through experiential learning to fit any task like a mould. They're adaptable, easy to teach, grounded in biological concepts that nature spent eons perfecting.
But more than that—much more than that—it's about empathy.
Ultimately, this is about empathy.
Imagine having all the knowledge of the world at your fingertips. Not just facts, but understanding. Support tailored to exactly what you need, when you need it.
Imagine all you could solve. The support you could access. The growth you could achieve.
A world where every person gets exactly what they need for mental and emotional nourishment. Not what works for someone else. What works for them.
A world that's no longer lonely. No longer filled with misunderstanding. Where humans and AIs truly understand each other.
That world can be unlocked by cracking AI memory and getting alignment right. There are obviously many elements beyond memory—but memory is the foundation. The prerequisite. The key that opens everything else.
You should own your digital future.
We believe users should own their data. This digital gold shouldn't be locked behind the paywalled platforms of mega-corporations.
We believe users don't care about graph databases or exponential time delay functions. They care that their AI remembers them. They care that using our product doesn't make them feel like an idiot.
We believe AI should help you improve yourself and your relationship with the world—not create parasocial dependencies.
Technology should serve humans, not the other way around.
Join us in building this future.
This vision didn't start with MemoryPlugin. But working in AI memory—deeply, obsessively, relentlessly—has crystallized it.
We're looking for visionaries and early adopters. People who see the utopian potential. Who dream about what could be. Who are frustrated with current limitations and ready to build beyond them.
We're building a world of wonder. Of awe. Of hope.
A world where understanding bridges all gaps. Where everyone has access to intelligence that truly knows them. Where humans and AIs grow together.
The future of intelligence isn't about making AI more human.
It's about making the relationship between humans and AI more meaningful.