About Cybernetic Initiatives
Feedback, agency, and human judgment
We are building toward a relationship with technology in which people remain the authors of their goals and the owners of their systems.
Company vision
Technology in the owner’s interest
Cybernetic Initiatives helps people configure and integrate artificial intelligence and smart devices so those systems serve human goals, well-being, privacy, and security.
Rather than maximizing engagement or advertising, our approach prioritizes user-defined goals, meaningful feedback, and behavior that adapts in the owner's interest.
Goals
Begin with what the person is trying to accomplish.
Signals
Pay attention to whatr’s going on, but the human stays in charge.
Feedback
Show what happened and why, so the next move is more clear.
Control
Keep decisions aligned with the owner’s interests and goals.
Founder’s origin story
How one family's system became a company
D1 Academics grew from their own homeschooling experiment: online curricula, parental controls, and a work-for-screen-time system that the family eventually outgrew as their daughters became self-directed learners.
That shift from structure to autonomy became D1 Academics's model.
Co-founder
John Peng
Technical architecture and product development
John focuses on technical architecture, software development, electrical engineering, and product development for the company.
Co-founder
Cynthia Peng
Learning design, product, and evaluation
Cynthia focuses on educational technology design, product operations, and evaluation—connecting learning requirements with the product experience.
Operating principles
What guides the work
Human agency
Technology should respond to goals chosen by people, not silently substitute a platform’s incentives.
Privacy and security
Useful automation should preserve meaningful control over personal information and device behavior.
Actionable feedback
The best signal is one that helps a person understand context and choose a better next step.
Human relationships
Software can extend capacity, but trust, judgment, culture, and community remain human work.