Writes for AI, speaks for humans. Boundaries matter. Clarity matters more.
When Model Context Protocol (MCP) was introduced, it felt like a quiet revolution. For the first time, large language models could talk to the real world — safely, through defined channels. Files, APIs, and tools were no longer “outside” the model; they were structured as extensions, mediated by context. It was elegant. Contained. Measured. But … Read more
For years, OpenAI was defined by ChatGPT, the consumer app that made artificial intelligence go mainstream. But as of 2025, the company is quietly transforming into something else. Recent moves — from creating a new Applied Evals team for enterprise customers, to rolling out modest consumer features like Pulse and parental controls — show a … Read more
In today’s rapidly shifting AI landscape, strategies don’t just reflect market positioning—they mirror the personalities of the people leading the charge. OpenAI, Anthropic, and xAI represent not only different business models but also three distinct philosophical approaches to the future of artificial intelligence. Sam Altman (OpenAI): The Diplomatic Deal-Maker Sam Altman plays the long game … Read more
When OpenAI unveils projects like Stargate — a $500 billion mega-initiative backed by Nvidia, Oracle, and SoftBank — it projects an image of unstoppable momentum. On paper, this looks like a company poised to dominate the global AI landscape, with unmatched infrastructure ambitions and strategic alliances. But behind the headlines lies a more sobering reality: … Read more
When OpenAI announced the Model Context Protocol (MCP) in 2025, it was framed as nothing less than the “HTTP of AI.” A universal standard for passing context between apps, agents, and enterprise workflows. In theory, MCP could do for AI what TCP/IP did for the internet: create a layer so indispensable that every serious player … Read more
In the race to define the future of artificial intelligence, two radically different strategies are beginning to crystallize. On one side is OpenAI, doubling down on frontier-scale models, enterprise partnerships, and high-end infrastructure like Codex v2 and the Model Context Protocol (MCP). On the other side is Tongyi Lab, the Alibaba-backed group that just released … Read more
In just a few short years, OpenAI has undergone a dramatic transformation—from an AI darling powering intimate conversations to a global infrastructure partner for governments and enterprises. This strategic shift wasn’t abrupt. It unfolded in four distinct phases, each leaving a lasting impact on how the world relates to artificial intelligence. Phase 1: The ChatGPT … Read more