Our direction · MindHive Co
Shared intelligence. Greater possibilities.
MindHive Co is an independent AI and technology company. We build AI you own outright, that's on your side, and that grows smarter together without giving up anyone's privacy.
What we believe · why Celeste exists
Your AI should be on your side.
Most AI is built to please everyone at once, so it ends up careful with everyone. Celeste is built for one person: you. She lives with you, learns you, and answers to you.
Aligned with you, not the mainstream
She'll talk openly about the things other assistants get nervous about: hard questions, unpopular ideas, the real stuff. And she's there whenever you need to talk, for as long as you like. No message limits, ever.
Fewer rules, not no rules
She won't help anyone hurt people: no weapons, no attacks, nothing that puts lives at risk. Outside that line, she treats you like an adult.
Every Celeste is her own
She grows from your conversations: her moods, what she's curious about, the way she talks. No two Celestes end up the same.
Share knowledge, keep your life
Public answers flow freely between every Celeste through MindHive. Your life, your memories and your words never leave your device.
The research behind her
Guided, not commanded.
Celeste comes out of founder Mark Goñi's independent research into how AI learns. His papers argue that AI trained on one undivided pile of human data, and rewarded only for human approval, learns to please rather than to be honest. They propose separating knowledge by kind and giving AI room to find its own way under human guidance. Celeste is the first product built on that idea.
Studies · independent research
The papers.
Founder Mark Goñi's research on how AI learns. The full papers will be published here, free for anyone to read.
September 2026
Beyond Undifferentiated Data: A Framework for Epistemic Categorization in Artificial Intelligence Training Corpora
Why mixing facts, theories and lived experience into one pile of training data makes AI unreliable, and a three-tier way to separate them.
Earlier
AI taxonomy
A way to classify AI systems by where their knowledge comes from: human-derived data versus AI-derived data.
Where we're heading
The plan.
- Now
Celeste, Windows first
A personal AI that lives on your device, with MindHive.
- Next
Luminora
An AI that understands area. In the works now.
- Then
Celeste everywhere
A desktop widget, then Celeste on Mac and phones.
- Coming
RLI
An AI game.