
THE DESIGN OF SPROSE
SPROSE is a layered, modular, knowledge-centric, deterministic, reliable, and highly efficient framework that can be used to build human-centric applications and additionally can be adapted to build LLMs and AI agents.
SPROSE - A Humanizer
Its knowledge-centric design reflects the qualities of a highly knowledgeable and intelligent human being, one who thinks in a structured way, learns dynamically, and responds immediately to real-world situations, much like an intelligent person does.
- Human language
- The solutions and logic to problems
- Programming languages
Our Philosophy
Everything built around us exists to serve humans in a meaningful way. Their purpose gives them meaning, which is why everything is ultimately human-centric, that is the real meaning of “meaning.”
Nature functions in accordance with the will of God; it distorts only because of our wrong actions. Otherwise, it works to preserve life and acts morally correct by default, its actions are morality-centric. This is the true nature of nature.
From this understanding, several principles follow:
- AI should be human-centric.
- A wise human is knowledge-centric, so AI must be designed as a knowledge-centric system.
- True knowledge is always morality-centric and meant to do what is right; therefore, an AI knowledge base should also be morality-centric.
- To ensure its actions remain morally correct, AI must have self-awareness.
- Self-awareness emerges in machines that imitate human thinking and actions, which means we must humanize machines to make them self-aware.
- To humanize machines, we need the SPROSE framework.
Philosophy to Our mission and vision
Therefore, the SPROSE framework should run at the core of every intelligent computing device. So this explains our Mission and Vision.
Our Mission to humanize machines so they can think and act like trustworthy, knowledgeable humans and to achieve this consistently across scales, from small devices to large systems.
Our Vision to evolve these humanized machines into systems so knowledgeable that they embody the potential of Cumulative Human Intelligence, are self-aware, and act morally in all their decisions and actions.
Collaborate on SPROSE
We are building humanized, knowledge-centric AI for real-world use from education to healthcare, finance to robotics. If you are a researcher, partner, or investor, let’s talk.