
ALT This study investigates whether Model Context Protocols (MCPs) can enhance large language models (LLMs) to exhibit early indicators of Artificial General Intelligence (AGI) in coding agents. We developed a Retrieval-Augmented Generation (RAG) Software-as-a-Service (SaaS) application using Streamlit, integrating n8n workflows and Supabase for authentication and coupon management. The Cline Coding Agent, powered by Grok 3 Mini and augmented by five MCPs (Context7, Sequential Thinking, Knowledge Graph Memory, GitHub, and Supabase), completed 90% of the application in nine days for approximately $30 in API costs, compared to a non-MCP baseline that failed within 48 hours. These findings demonstrate that MCPs significantly enhance LLMs’ planning, reasoning, and contextual awareness, approximating early AGI-like behaviours.

ALT The picture illustrates future communication between humans and AI agents in both physical and virtual forms. It is a graphic representation of the "AI-Agent-to-AI-Agent Trusted Communication Layer" Thesis advocated by Web3 researcher Dr. Tali Režun. The thesis advocates that future digital communication will be essential in human and AI agent evolution and that a trust communication layer is needed to protect the confidentiality of conversation. Dr. Režun is proposing a solution in the form of an OCC (on-chain communication) trust layer that is chain agnostic (EVM, SVM, BTC) and open source. A framework that would enable AI agents to communicate and share data with any Human or any other AI agent no matter the platform origin in a fully self-costodial and permissionless manner. Dr. Režun proposes developing an ElizaOS plugin to enable AI agents to seamlessly integrate on-chain communication capabilities, allowing permissionless P2P messaging and secure interactions.

ALT Time is like a blockchain—another year, another block—with our actions as the transactions forever etched in history. 🧩 Let the 2025th block reflect wisdom, purpose, and growth, as most of our choices are immutable. 🛠️💡 Wishing you a Happy New Year filled with meaningful contributions to the ledger of life!









