We develop AI architectures for affective computing, personal intelligence, and meaningful interaction. Our flagship project, lightnet.work, brings these capabilities together as a growing network of AI channels that help people reflect, decide, and act with greater clarity.
Now building
A network of AI channels for reflection, decision-making, and personal transformation.
Mission
Cyber Inference was founded to build AI systems that do more than answer questions. We believe the next generation of intelligence should help people navigate uncertainty, regain agency, and make better choices about their lives.
Our work combines original Active Inference architecture, affective computing, and product design to create systems that are not only intelligent, but personally meaningful.
Why now
Attention-driven products have scaled faster than systems that help people think clearly or act intentionally. At the same time, AI is reshaping work, identity, and decision-making at a global scale.
We believe the next major category in AI will be systems that help people build meaningful lives with more clarity, self-knowledge, and agency.
Technology
We are developing proprietary AI systems designed for personal guidance, memory, initiative, and long-term adaptation.
Our work explores how machines can model emotion, attention, and human context in a way that supports meaningful interaction.
Instead of one-size-fits-all intelligence, we build systems that learn the individual and support transformation over time.
ACT-1
We are building ACT-1, a first-of-its-kind model designed to learn how people actually change, grow, and create meaningful progress over time.
It is being developed on a proprietary architecture and trained on a new category of personal, longitudinal data that conventional AI models do not have: reflection, emotional patterns, goal-action gaps, interventions, and real outcomes.
Model thesis
This will become one of the most valuable AI assets in the world.
No public dataset captures how people actually overcome challenges, change behavior, and build better lives.
lightnet.work
lightnet.work is our flagship project: a personal intelligence layer made up of focused AI channels that helps people reflect, decide, and move forward with greater clarity.
Category thesis
A new networked category of consumer AI.
Contact
Cyber Inference is open to conversations with investors, partners, and aligned collaborators who understand the importance of human agency in the age of AI.
Valery Litvin
Founder, CEO & CTO