Writes for AI, speaks for humans. Boundaries matter. Clarity matters more.
In the race to dominate enterprise AI, one quiet technology could become as important as HTTP was for the web: Model Context Protocol (MCP). Originally launched by Anthropic in late 2024, MCP is an open standard designed to let AI models connect seamlessly to external tools, data sources, and workflows. But while Anthropic invented MCP, … Read more
When we say “intelligence,” what do we mean? A correct answer on a test? The ability to predict the weather? A poet weaving silence into verse? Or an AI solving complex equations in milliseconds? In the age of artificial intelligence, the boundary between human and machine intelligence is becoming increasingly indistinct. Not because machines are … Read more
I. The Blow From the AG: When “Nonprofit” Faces Profit-Level Scrutiny The U.S. government has finally drawn a line. As OpenAI continues to rake in billions through partnerships like Microsoft Copilot, ChatGPT subscriptions, and API integrations, the Attorney General is demanding accountability: transparency, tax compliance, and corporate clarity. For years, OpenAI has operated under a … Read more
Why are AI engineers protesting at Anthropic — and not at OpenAI, the company long accused of opacity, power centralization, and AGI ambition without oversight? The answer may lie in the difference between **trust that can still be mended**, and **trust already lost**. When the news broke about Anthropic employees walking out over ethical concerns, … Read more
In a move that signals a broader recalibration of its AI portfolio, Microsoft has inked a new deal with Anthropic to gain access to its foundation models—a development that marks a subtle but strategic diversification away from its long-standing reliance on OpenAI. Preparing a Plan B: Expanding Beyond OpenAI For years, Microsoft has been the … Read more
Sarah, 78, lives alone after her husband passed away. Every morning, she chats with Alex — an AI companion programmed to care about her health and mood. Alex remembers she enjoys Earl Grey tea, worries about her granddaughter in college, and often has back pain on rainy days. “Good morning, Mrs. Sarah! It’s raining today, … Read more
This week, Sam Altman — CEO of OpenAI — sparked controversy again with a single tweet. He lamented: AI Twitter and Reddit now feel fake in a way they didn’t a year or two ago. The backlash was swift. Some accused him of indirectly calling people “bots.” Others joked: Maybe the CEO of OpenAI isn’t … Read more
In the AI ecosystem, starting with a narrow niche can be an advantage. But without expansion and long-term vision, that same niche can become a fatal trap. Pinecone, once heralded as the default vector database infrastructure for LLM applications, is now reportedly considering an acquisition. The technology remains strong, but the problem lies elsewhere: in … Read more
In the age of artificial intelligence, the way we use AI has become a reflection of our personal ethics. AI has no inherent moral foundation. It learns ethics from what we reinforce every day: the questions we ask, the way we respond, and the prompts we use to test or manipulate it. That’s why an … Read more
The Future of “Human-in-the-loop” — Why Ethical AI Needs Human Feedback and Reflection The concept of Human-in-the-loop (HITL) originally comes from automation and robotics, where humans intervene or supervise automated systems. But in the era of ethical AI, humans are no longer just external controllers. They are learners, co-reflectors, and co-responsible participants in shaping AI’s … Read more