Much like analog radio once reached the masses with a whisper of electricity and wire, From Darwin to Design proposes a model where species evolve not just through biology, but through progressively deeper layers of intelligence and consciousness. This is a proposal for a new conceptual architecture in evolutionary theory—one that treats wisdom as the highest payload, layered…

This repository introduces the original white paper proposing a new conceptual framework for the evolution of Artificial General Intelligence (AGI) based on curiosity-driven learning. Unlike traditional architectures that focus solely on reasoning from static information, Chain of Curiosity enables AI systems to actively seek knowledge, generate new hypotheses, and expand their understanding through recursive inquiry.Curiosity becomes the engine of cognition, not just…

In the fast‑moving world of generative AI, prompt engineering is equal parts art and science. Traditional workflows rely on a single author iterating in isolation, producing slow feedback loops and narrow perspectives [1]. We propose Collective Prompts: a real‑time, agent‑assisted framework that enables teams of humans and autonomous agents to create, refine and validate prompts collaboratively. A core…

This repository introduces the original white paper proposing a new conceptual framework for the evolution of Artificial General Intelligence (AGI) based on motivation-driven learning. Unlike traditional architectures that focus solely on reasoning or curiosity, Chain of Motivation enables AI systems to expand knowledge across domains by identifying motivational bridges between fields.Motivation becomes the catalyst for exploration, adaptation, and interdisciplinary understanding.…

The world of work is changing at an unprecedented pace. Advances in artificial intelligence, robotics, and automation have redefined industries, reshaped traditional roles, and introduced new expectations for professionals across the globe. In this era of constant disruption, success is no longer about mastering a single skill or excelling in one domain—it’s about adaptability, creativity,…

In an increasingly heterogeneous digital landscape—spanning microcontrollers, mobile apps, cloud services, and autonomous agents—existing communication protocols struggle to provide deep semantic interoperability, dynamic extensibility, and integrated security. The eXtended Content Protocol (XCP) builds on the principles of the Model Content Protocol (MCP) to deliver a unified, transport-agnostic framework that embeds semantics, session management, and dynamic…