kamal

Prerequisites: Node ≥ 18, Git, a modern IDE (Cursor or VS Code), and an API‑key‑enabled AI assistant (Claude Desktop, GitHub Copilot, etc.). Why MCP isn’t just another buzzword When I first heard Anthropic describe MCP as “USB-C for AI,” I was skeptical. Another “universal protocol”? Cool idea, but would it work in the real world? Turns out — it … Read more

Abstract The article advocates for a more comprehensive evaluation method for Large Language Models (LLMs) by combining traditional automated metrics (BLEU, ROUGE, and Perplexity) with structured human feedback. It highlights the limitations of standard evaluation techniques while emphasizing the critical role of human assessments in determining contextual relevance, accuracy, and ethical appropriateness. Through detailed methodologies, … Read more

This article explores the conceptual leap from today’s predictive large language models to more advanced forms of artificial cognition. It introduces two emerging classifications: Silicon-Based Resonant Cognition — AI that responds to context, tone, and symbolic input — and Post-Turing Intelligences (PTIs), systems theorized to reason beyond rule-based logic. These next-gen AIs may not simply … Read more